diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 033f16e..3479e26 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
repos:
- repo: https://github.com/timothycrosley/isort
- rev: 5.10.1
+ rev: 5.12.0
hooks:
- id: isort
name: isort
diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 0000000..f41cd58
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,14 @@
+cff-version: 0.0.0
+message: "If you use this software, please cite it as below."
+authors:
+- family-names: "Mona"
+ given-names: "Lisa"
+ orcid: "https://orcid.org/0000-0000-0000-0000"
+- family-names: "Bot"
+ given-names: "Hew"
+ orcid: "https://orcid.org/0000-0000-0000-0000"
+title: "My Research Software"
+version: 2.0.4
+doi: 10.5281/zenodo.1234
+date-released: 2017-12-18
+url: "https://github.com/github-linguist/linguist"
diff --git a/electrolyzer/cell.py b/electrolyzer/PEM_cell.py
similarity index 89%
rename from electrolyzer/cell.py
rename to electrolyzer/PEM_cell.py
index 3897183..a43a041 100644
--- a/electrolyzer/cell.py
+++ b/electrolyzer/PEM_cell.py
@@ -1,6 +1,7 @@
"""
This module defines a Hydrogen Electrolyzer Cell
"""
+
# TODOs
# * refine calcCellVoltage(); compare with alkaline models
# * refine convertACtoDC(); compare with empirical ESIF model
@@ -11,10 +12,10 @@
from attrs import define
from scipy.constants import R, physical_constants, convert_temperature
-from .type_dec import FromDictMixin
+from electrolyzer.type_dec import FromDictMixin
-def electrolyzer_model(X, a, b, c, d, e, f):
+def PEM_electrolyzer_model(X, a, b, c, d, e, f):
"""
Given a power input (kW), temperature (C), and set of coefficients, returns
current (A). Coefficients can be determined using non-linear least squares
@@ -30,14 +31,17 @@ def electrolyzer_model(X, a, b, c, d, e, f):
#############
F, _, _ = physical_constants["Faraday constant"] # Faraday's constant [C/mol]
P_ATMO, _, _ = physical_constants["standard atmosphere"] # Pa
+P_STD, _, _ = physical_constants["standard-state pressure"] # Pa (1bar)
@define
-class Cell(FromDictMixin):
+class PEMCell(FromDictMixin):
# Chemical Params #
###################
cell_area: float
+ turndown_ratio: float
+ max_current_density: float
# If we rework this class to be even more generic, we can have these be specified
# as configuration params
@@ -61,10 +65,11 @@ def calc_open_circuit_voltage(self, temperature):
T_K = convert_temperature([temperature], "C", "K")[0]
E_rev_0 = self.calc_reversible_voltage()
p_anode = P_ATMO # (Pa) assumed atmo
- p_cathode = P_ATMO
+ p_cathode = 30 * P_STD # (Pa) 30 bars
# noqa: E501
# Arden Buck equation T=C, https://www.omnicalculator.com/chemistry/vapour-pressure-of-water#vapor-pressure-formulas # noqa
+ # Reasonable at temperatures between 0-100C
p_h2O_sat = (
0.61121
* np.exp(
@@ -73,12 +78,13 @@ def calc_open_circuit_voltage(self, temperature):
)
) * 1e3 # (Pa)
- # General Nernst equation
+ # Dalton's Law to find partial pressure of reactants at each electrode.
+ p_h2 = p_cathode - p_h2O_sat
+ p_o2 = p_anode - p_h2O_sat
+
+ # General Nernst equation, 10.1016/j.ijhydene.2017.03.046
E_cell = E_rev_0 + ((R * T_K) / (self.n * F)) * (
- np.log(
- ((p_anode - p_h2O_sat) / P_ATMO)
- * np.sqrt((p_cathode - p_h2O_sat) / P_ATMO)
- )
+ np.log((p_h2 / P_ATMO) * np.sqrt(p_o2 / P_ATMO))
)
return E_cell
@@ -138,7 +144,7 @@ def calc_ohmic_overpotential(self, i, temperature):
# pulled from https://www.sciencedirect.com/science/article/pii/S0360319917309278?via%3Dihub # noqa
# TODO: pulled from empirical data, is there a better eq?
lambda_nafion = ((-2.89556 + (0.016 * T_K)) + 1.625) / 0.1875
- t_nafion = 0.03 # (cm) TODO: confirm actual thickness?
+ t_nafion = 0.02 # (cm) confirmed that membrane thickness is <0.02.
# TODO: confirm with Nel, is there a better eq?
sigma_nafion = ((0.005139 * lambda_nafion) - 0.00326) * np.exp(
@@ -212,9 +218,10 @@ def calc_cell_voltage(self, I, temperature):
# ------------------------------------------------------------
# Post H2 production
# ------------------------------------------------------------
- def calc_faradaic_efficiency(self, I):
+ def calc_faradaic_efficiency(self, T_C, I):
"""
I [A]: current
+ T_C [C]: cell temperature (currently unused)
return :: eta_F [-]: Faraday's efficiency
Reference: https://res.mdpi.com/d_attachment/energies/energies-13-04792/article_deploy/energies-13-04792-v2.pdf
""" # noqa
@@ -228,13 +235,14 @@ def calc_faradaic_efficiency(self, I):
return eta_F
- def calc_mass_flow_rate(self, Idc, dryer_loss=6.5):
+ def calc_mass_flow_rate(self, T_C, Idc, dryer_loss=6.5):
"""
Idc [A]: stack current
dryer_loss [%]: loss of drying H2
+ T_C [C]: cell temperature (currently unused)
return :: mfr [kg/s]: mass flow rate
"""
- eta_F = self.calc_faradaic_efficiency(Idc)
+ eta_F = self.calc_faradaic_efficiency(T_C, Idc)
mfr = eta_F * Idc * self.M / (self.n * F) * (1 - dryer_loss / 100.0) # [g/s]
# mfr = mfr / 1000. * 3600. # [kg/h]
mfr = mfr / 1e3 # [kg/s]
diff --git a/electrolyzer/__init__.py b/electrolyzer/__init__.py
index 00d99ac..99e43a5 100644
--- a/electrolyzer/__init__.py
+++ b/electrolyzer/__init__.py
@@ -6,13 +6,10 @@
# noqa
-from .cell import Cell, electrolyzer_model
from .lcoh import LCOH
from .stack import Stack
+from .PEM_cell import PEMCell, PEM_electrolyzer_model
from .supervisor import Supervisor
from .alkaline_cell import AlkalineCell, ael_electrolyzer_model
-from .alkaline_stack import AlkalineStack
from .glue_code.run_lcoh import run_lcoh
-from .alkaline_supervisor import AlkalineSupervisor
-from .glue_code.run_alkaline import run_alkaline
from .glue_code.run_electrolyzer import run_electrolyzer
diff --git a/electrolyzer/alkaline_cell.py b/electrolyzer/alkaline_cell.py
index 5bb1b05..4b37c3e 100644
--- a/electrolyzer/alkaline_cell.py
+++ b/electrolyzer/alkaline_cell.py
@@ -1,19 +1,20 @@
"""
This module defines an Alkaline Hydrogen Electrolyzer Cell
"""
+
import warnings
import numpy as np
-# TODOs
+# TODO
# * refine calcCellVoltage(); compare with alkaline models
# * refine convertACtoDC(); compare with empirical ESIF model
# * refine calcFaradaicEfficiency(); compare with other model
# * add a separate script to show results
-from attrs import define
+from attrs import field, define
from scipy.constants import R, physical_constants, convert_temperature
-from .type_dec import FromDictMixin
+from electrolyzer.type_dec import FromDictMixin
warnings.filterwarnings("ignore")
@@ -118,29 +119,40 @@ def ael_electrolyzer_model(X, a, b, c, d, e, f):
class AlkalineCell(FromDictMixin):
# Cell parameters #
####################
+ model: str
- # Stack parameters #
- ####################
- pressure_operating: float # [bar]
- n_cells: int # number of cells
+ electrode: dict
+ electrolyte: dict
+ membrane: dict
+
+ pressure_operating: float
+ turndown_ratio: float
+ max_current_density: float
+
+ cell_area: float = field(init=False)
# Electrode parameters #
####################
- A_electrode: float # [cm^2]
- e_a: float # [cm] anode thickness
- e_c: float # [cm] cathode thickness
- d_am: float # [cm] Anode-membrane gap
- d_cm: float # [cm] Cathode-membrane gap
- d_ac: float # [cm] Anode-Cathode gap
+ A_electrode: float = field(init=False) # [cm^2]
+ e_a: float = field(init=False) # [cm] anode thickness
+ e_c: float = field(init=False) # [cm] cathode thickness
+ d_am: float = field(init=False) # [cm] Anode-membrane gap
+ d_cm: float = field(init=False) # [cm] Cathode-membrane gap
+ d_ac: float = field(init=False) # [cm] Anode-Cathode gap
# Electrolyte parameters #
####################
- w_koh: float
+ w_koh: float = field(init=False)
+ electrolyte_concentration_percent: float = field(init=False)
+ M_KOH: float = field(init=False)
+ M_H2O: float = field(init=False)
+ m: float = field(init=False)
+ M: float = field(init=False)
# Membrane parameters #
####################
- A_membrane: float # [cm^2]
- e_m: float # [cm] membrane thickness
+ A_membrane: float = field(init=False) # [cm^2]
+ e_m: float = field(init=False) # [cm] membrane thickness
# THIS ONE IS PRIMARLY BASED ON
# VALUES FROM [Henou, Agbossou, 2014]
@@ -156,6 +168,28 @@ class AlkalineCell(FromDictMixin):
hhv: float = 39.41 # higher heating value of H2 [kWh/kg]
def __attrs_post_init__(self) -> None:
+ # Cell parameters #
+ ###################
+ self.cell_area = self.electrode["A_electrode"]
+
+ # Electrode parameters #
+ ########################
+ self.A_electrode = self.electrode["A_electrode"]
+ self.e_a = self.electrode["e_a"]
+ self.e_c = self.electrode["e_c"]
+ self.d_am = self.electrode["d_am"]
+ self.d_cm = self.electrode["d_cm"]
+ self.d_ac = self.electrode["d_ac"]
+
+ # Electrolyte parameters #
+ ##########################
+ self.w_koh = self.electrolyte["w_koh"]
+
+ # Membrane parameters #
+ #######################
+ self.A_membrane = self.membrane["A_membrane"]
+ self.e_m = self.membrane["e_m"]
+
# calcluate molarity and molality of KOH solution
self.electrolyte_concentration_percent = self.w_koh / 100
self.create_electrolyte()
@@ -237,7 +271,7 @@ def create_electrolyte(self):
moles_of_solute = grams_of_solute / self.M_KOH # [mols of solute / solution]
# solvent is water
- self.M_H20 = 2 * self.M_H + self.M_0 # [g/mol]
+ self.M_H2O = 2 * self.M_H + self.M_0 # [g/mol]
grams_of_solvent = solution_weight_g * (
1 - self.electrolyte_concentration_percent
)
@@ -390,9 +424,9 @@ def calc_activation_overpotential(self, T_C, I):
# Eqn 13 - Tafel slope for cathode
bc = (R * T_anode) / (self.z * F * alpha_c)
# Eqn 11 - anode activation energy
- V_act_a = ba * np.log(ja / j0a)
+ V_act_a = ba * np.maximum(0, np.log(ja / j0a))
# Eqn 12 - cathode activation energy
- V_act_c = bc * np.log(jc / j0c)
+ V_act_c = bc * np.maximum(0, np.log(jc / j0c))
return V_act_a, V_act_c
@@ -567,6 +601,9 @@ def calc_open_circuit_voltage(self, T_C):
T_C [C]: temperature
return :: E_rev0 [V/cell]: open-circuit voltage
+ TODO: Are we correcting for temperature twice? U_rev0 should be just 1.229 and
+ never change (possibly?)
+
Reference: [Gambou, Guilbert,et al 2022]: Eqn 14
"""
# General Nerst Equation
@@ -616,8 +653,7 @@ def calc_mass_flow_rate(self, T_C, I):
eta_F = self.calc_faradaic_efficiency(T_C, I)
# Eqn 10 [mol/sec]
- h2_prod_mol = eta_F * self.n_cells * I / (self.z * F)
- # n_cells is number of cells in series
+ h2_prod_mol = eta_F * I / (self.z * F)
mfr = self.M_H * self.z * h2_prod_mol # [g/sec]
# z is valency number of electrons transferred per ion
# for oxygen, z=4
diff --git a/electrolyzer/alkaline_stack.py b/electrolyzer/alkaline_stack.py
deleted file mode 100644
index 1ba9578..0000000
--- a/electrolyzer/alkaline_stack.py
+++ /dev/null
@@ -1,458 +0,0 @@
-"""This module defines an Alkaline Hydrogen Electrolyzer Stack."""
-import numpy as np
-import scipy
-import pandas as pd
-import rainflow
-from attrs import field, define
-from scipy.signal import tf2ss, cont2discrete
-
-from .type_dec import NDArrayFloat, FromDictMixin, array_converter
-from .alkaline_cell import (
- AlkalineCell as Cell,
- ael_electrolyzer_model as electrolyzer_model,
-)
-
-
-@define
-class AlkalineStack(FromDictMixin):
- # Stack parameters #
- ####################
- dt: float
- max_current_dens: float
- temperature: float
- pressure_operating: float
- n_cells: int
- min_power_percent: float
- A_electrode: float
-
- stack_rating_kW: float = None
-
- # initialized in __attrs_post_init
- cell: Cell = field(init=False)
- fit_params: NDArrayFloat = field(init=False)
- stack_rating: float = field(init=False)
-
- # Degradation state #
- #####################
-
- # [s] amount of time this electrolyzer stack has been running
- uptime: float = field(init=False, default=0)
-
- cell_voltage: float = field(init=False, default=0)
-
- # conversion factor from steady to degradation V
- # based on 10% eff loss after 60k hours of operation
- rate_steady: float = field(init=False, default=5.092592592592592e-09)
-
- # [V] degradation penalty from steady operation only
- d_s: float = field(init=False, default=0)
-
- # fatigue value for tracking fatigue in terms of "stress cycles"
- # rainflow counting
- rf_track: float = field(init=False, default=0)
-
- # [V] running count of fatigue voltage penalty
- fatigue_history: float = field(init=False, default=0)
-
- hourly_counter: float = field(init=False, default=0)
- hour_change: bool = field(init=False, default=False)
- voltage_signal: NDArrayFloat = field(
- init=False, default=[], converter=array_converter
- )
- voltage_history: NDArrayFloat = field(
- init=False, default=[], converter=array_converter
- )
-
- # conversion factor from rf_track to degradation V
- # less conservative number: 6.410256410256412e-06
- rate_fatigue: float = field(init=False, default=1.2820512820512823e-05)
-
- # [V] degradation from fluctuating power only
- d_f: float = field(init=False, default=0)
-
- # numer of times the stack has been turned off
- cycle_count: int = field(init=False, default=0)
-
- # conversion from cycle_count to degradation V
- # should not be more than 5k/year or else...
- # based on costs...
- # cold_start deg rate = 3.0726072607260716e-04
- # hot_start deg rate = 3.1353135313531345e-05
- rate_onoff: float = field(init=False, default=3.0726072607260716e-04)
-
- # [V] degradation from on/off cycling only
- d_o: float = field(init=False, default=0)
-
- include_degradation_penalty: bool = True
-
- # [V] running degradation voltage penalty
- V_degradation: float = field(init=False, default=0)
-
- # Stack dynamics #
- ##################
-
- # Current (A)
- I: float = field(init=False, default=0.0)
-
- # 10 minute startup procedure
- stack_on: bool = field(init=False, default=False)
- stack_waiting: bool = field(init=False, default=False)
-
- # [s] 10 minute base turn on delay, for large time steps
- base_turn_on_delay: float = 600 # ALK
-
- # [s] 10 minute time delay for PEM electrolyzer startup procedure
- # (set in __attrs_post_init__)
- turn_on_delay: float = field(init=False)
-
- # keep track of when the stack was last turned on
- turn_on_time: float = field(init=False)
-
- # keep track of when the stack was last turned off
- turn_off_time: float = field(init=False)
-
- # wait time for partial startup procedure (set in __attrs_post_init)
- wait_time: float = field(init=False)
-
- # [s] total time of simulation
- time: float = field(init=False, default=0)
-
- # [s] time constant https://www.sciencedirect.com/science/article/pii/S0360319911021380 section 3.4 # noqa
- tau: float = 5 # same for alkaline
-
- stack_state: float = field(init=False, default=0)
-
- # state space, (set in __attrs_post_init)
- DTSS: NDArrayFloat = field(init=False)
-
- # whether 1st order dynamics should be ignored according to dt size
- ignore_dynamics: bool = field(init=False, default=False)
-
- def __attrs_post_init__(self) -> None:
- # Stack parameters #
- ####################
- self.max_current = self.max_current_dens * self.A_electrode
- # TODO: let's make this more seamless
- self.cell = Cell.from_dict({"alkaline": []}) # needs updating for alkaline
- # TODO: ALK add in calc for max current based on max current density
-
- self.fit_params = self.create_polarization()
- # conversion factor from steady to degradation V
- # self.rate_steady = self.create_steady_deg_rate(0.1, 60000) # [V/s]
-
- # Stack dynamics #
- ##################
-
- # If the time step is bigger than the 1st order time constant, ignore dynamics
- if self.dt > self.tau:
- self.ignore_dynamics = True
-
- # Remove turn on delay for large time steps
- if self.dt > 2 * self.base_turn_on_delay:
- self.turn_on_delay = 0
- else:
- self.turn_on_delay = self.base_turn_on_delay
-
- self.turn_on_time = 0
- self.turn_off_time = -self.turn_on_delay
-
- self.wait_time = np.min(
- [
- (self.turn_on_time - self.turn_off_time),
- self.turn_on_delay,
- ]
- )
-
- # [kW] nameplate power rating
- self.stack_rating_kW = self.stack_rating_kW or self.calc_stack_power(
- self.max_current
- )
-
- self.stack_rating = self.stack_rating_kW * 1e3 # [W] nameplate rating
-
- # [W] cannot operate at less than 20-40% of rated power
- # ALK
- self.min_power = self.min_power_percent * self.stack_rating
- # self.h2_pres_out = 31 # H2 outlet pressure (bar)
-
- self.DTSS = self.calc_state_space()
-
- def run(self, P_in):
- """
- P_in [kWdc]: stack power input
- return :: H2_mfr [kg/s]: hydrogen mass flow rate
- return :: H2_mass_out [kg]: hydrogen mass
- return :: power_left [W]: difference in P_in and power consumed
- """
- self.update_status()
-
- I = electrolyzer_model((P_in / 1e3, self.temperature), *self.fit_params)
- V = self.cell.calc_cell_voltage(I, self.temperature)
-
- if self.stack_on:
- power_left = P_in
-
- self.I = I
-
- if self.include_degradation_penalty:
- V += self.V_degradation
-
- self.update_temperature(I, V)
- self.update_degradation()
- power_left -= self.calc_stack_power(I, V) * 1e3
- H2_mfr = self.cell.calc_mass_flow_rate(I) * self.n_cells
- self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state)
-
- H2_mass_out = H2_mfr * self.dt
- self.uptime += self.dt
-
- else:
- H2_mfr = 0
- H2_mass_out = 0
- self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state)
-
- if self.stack_waiting:
- self.uptime += self.dt
- self.I = I
- self.update_temperature(I, V)
- self.update_degradation()
- power_left = 0
- else:
- power_left = P_in
- V = 0
-
- self.cell_voltage = V
- self.voltage_history = np.append(self.voltage_history, [V])
-
- # check if it is an hour to decide whether to calculate fatigue
- hourly_temp = self.hourly_counter
- self.time += self.dt
- self.hourly_counter = self.time // 3600
- if hourly_temp != self.hourly_counter:
- self.hour_change = True
- self.voltage_signal = self.voltage_history
- self.voltage_history = np.array([])
- else:
- self.hour_change = False
-
- return H2_mfr, H2_mass_out, power_left
-
- # ------------------------------------------------------------
- # Polarization model
- # ------------------------------------------------------------
- def create_polarization(self):
- interval = 10.0
- currents = np.arange(0, self.max_current + interval, interval)
- pieces = []
- prev_temp = self.temperature
- for temp in np.arange(self.temperature - 5, self.temperature + 10, 5):
- self.temperature = temp
- powers = self.calc_stack_power(currents)
- tmp = pd.DataFrame({"current_A": currents, "power_kW": powers})
- tmp["temp_C"] = temp
- pieces.append(tmp)
- self.temperature = prev_temp
- df = pd.concat(pieces)
-
- # assign initial values and solve a model
- paramsinitial = (1.0, 1.0, 1.0, 1.0, 1.0, 1.0)
-
- # use curve_fit routine
- fitobj, fitcov = scipy.optimize.curve_fit(
- electrolyzer_model,
- (df.power_kW.values, df.temp_C.values),
- df.current_A.values,
- p0=paramsinitial,
- )
-
- return fitobj
-
- def convert_power_to_current(self, Pdc, T):
- """
- Pdc [kW]: stack power
- T [degC]: stack temperature
- return :: Idc [A]: stack current
- """
- Idc = electrolyzer_model((Pdc, T), *self.fit_params)
- return Idc
-
- def curtail_power(self, P_in):
- """
- P_in [kWdc]: input power
- Curtail power if over electrolyzer rating:
- """
- return np.where(P_in > self.stack_rating_kW, self.stack_rating_kW, P_in)
-
- def calc_fatigue_degradation(self, voltage_signal):
- """
- voltage_signal: the voltage signal from the last 3600 seconds
- return:: voltage_penalty: the degradation penalty
- """
- # based off degradation due to square waves of different frequencies
- # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes
-
- # nonzero voltage signal so that it does not double count power cycling
- voltage_signal = voltage_signal[np.nonzero(voltage_signal)]
-
- # rainflow counting for fatigue
- rf_cycles = rainflow.count_cycles(voltage_signal, nbins=10)
- rf_sum = np.sum([pair[0] * pair[1] for pair in rf_cycles])
- self.rf_track += rf_sum # running sum of the fatigue value
-
- return self.rate_fatigue * self.rf_track
-
- def calc_steady_degradation(self):
- # based off degradation due to steady operation
- # from results in https://iopscience.iop.org/article/10.1149/2.0231915jes
-
- d_s = self.d_s + self.rate_steady * self.cell_voltage * self.dt
-
- self.d_s = d_s
- return d_s
-
- def calc_onoff_degradation(self):
- # degradation due to shut downs based off the results in
- # https://iopscience.iop.org/article/10.1149/2.0421908jes/meta
-
- d_o = self.rate_onoff * self.cycle_count
- self.d_o = d_o
- return d_o
-
- def update_degradation(self):
- if self.hour_change: # only calculate fatigue degradation every hour
- # fatigue only counts the nonzero voltage fluctuations since transition to
- # and from V = 0 are captured with on/off cycles.
- voltage_signal_nz = self.voltage_signal[np.nonzero(self.voltage_signal)]
-
- # to avoid a divide by zero, only proceed if there are nonzero values in the
- # voltage signal.
- if len(voltage_signal_nz) > 0:
- voltage_perc = (max(voltage_signal_nz) - min(voltage_signal_nz)) / max(
- voltage_signal_nz
- )
-
- # Only penalize if more than 5% difference in voltage
- if voltage_perc > 0.05:
- self.fatigue_history = self.calc_fatigue_degradation(
- self.voltage_signal
- )
-
- self.d_f = self.fatigue_history
-
- self.V_degradation = (
- self.calc_steady_degradation()
- + self.calc_onoff_degradation()
- + self.fatigue_history
- )
-
- def update_temperature(self, I, V):
- # placeholder
- return self.temperature
-
- def update_dynamics(self, H2_mfr_ss, stack_state):
- """
- H2_mfr_ss: steady state mass flow rate
- stack_state: previous mfr state
- return :: next_state: next mfr state
- return :: H2_mfr_actual: actual mfr according to the filter
-
- This is really just a filter on the steady state mfr from time step to time step
- """
-
- if self.ignore_dynamics:
- H2_mfr_actual = H2_mfr_ss
- next_state = self.stack_state
- else:
- x_k = stack_state
- x_kp1 = self.DTSS[0] * x_k + self.DTSS[1] * H2_mfr_ss
- y_kp1 = self.DTSS[2] * x_k + self.DTSS[3] * H2_mfr_ss
- next_state = x_kp1[0][0]
- H2_mfr_actual = y_kp1[0][0]
-
- return next_state, H2_mfr_actual
-
- def calc_state_space(self):
- """
- Initialize the state space matrices
- """
- tau = self.tau
- dt = self.dt
- num = [1]
- den = [tau, 1]
- ss_c = tf2ss(num, den)
- ss_d = cont2discrete((ss_c[0], ss_c[1], ss_c[2], ss_c[3]), dt, "zoh")
- return [ss_d[0], ss_d[1], ss_d[2], ss_d[3]]
-
- def update_status(self):
- # Change the stack to be truly on if it has waited long enough
- if self.stack_on:
- return
-
- if self.stack_waiting:
- if (self.turn_on_time + self.wait_time) <= self.time:
- self.stack_waiting = False
- self.stack_on = True
-
- def turn_stack_off(self):
- if self.stack_on or self.stack_waiting:
- # record turn off time to adjust waiting period
- self.turn_off_time = self.time
- self.stack_on = False
- self.stack_waiting = False
- self.cycle_count += 1
- # self.stack_state = 0
-
- # adjust waiting period
- self.wait_time = np.max(
- [0, self.wait_time - (self.turn_off_time - self.turn_on_time)]
- )
-
- def turn_stack_on(self):
- if self.stack_on:
- return
-
- if not self.stack_waiting:
- self.turn_on_time = self.time
-
- # record turn on time to adjust waiting period
- self.stack_waiting = True
-
- # adjust waiting period
- self.wait_time = np.min(
- [
- self.wait_time + (self.turn_on_time - self.turn_off_time),
- self.turn_on_delay,
- ]
- )
-
- def calc_stack_power(self, Idc, V=None):
- """
- Args:
- Idc [A]: stack current
- V (optional): stack voltage
- return :: Pdc [kW]: stack power
- """
- V = V or (self.cell.calc_cell_voltage(Idc, self.temperature))
- Pdc = Idc * V * self.n_cells
- Pdc = Pdc / 1000.0 # [kW]
-
- return Pdc
-
- def calc_electrolysis_efficiency(self, Pdc, mfr):
- """
- Pdc [kW]: stack power
- mfr [kg/h]: mass flow rate
- return :: eta_kWh_per_kg, eta_hhv_percent, and eta_lhv_percent: efficiencies
- """
- eta_kWh_per_kg = Pdc / mfr
- eta_hhv_percent = self.cell.hhv / eta_kWh_per_kg * 100.0
- eta_lhv_percent = self.cell.lhv / eta_kWh_per_kg * 100.0
-
- return (eta_kWh_per_kg, eta_hhv_percent, eta_lhv_percent)
-
- # def create_steady_deg_rate(self, ref_eol_eff_loss, ref_op_hrs):
- # V_bol = self.cell.calc_cell_voltage(self.max_current, self.temperature)
- # d_eol = V_bol * (1 + ref_eol_eff_loss)
- # # sec2hr=3600
- # steady_deg_rate = d_eol / (V_bol * ref_op_hrs * 3600)
- # return steady_deg_rate # [V/s]
diff --git a/electrolyzer/alkaline_supervisor.py b/electrolyzer/alkaline_supervisor.py
deleted file mode 100644
index 70bdc9f..0000000
--- a/electrolyzer/alkaline_supervisor.py
+++ /dev/null
@@ -1,780 +0,0 @@
-"""
-This module defines the Hydrogen Electrolyzer control code.
-"""
-import numpy as np
-import numpy.typing as npt
-from attrs import field, define
-
-from .type_dec import NDArrayInt, NDArrayFloat, FromDictMixin
-from .alkaline_stack import AlkalineStack as Stack
-
-
-@define
-class AlkalineSupervisor(FromDictMixin):
- # Stack parameters #
- ####################
-
- dt: float
- stack: dict
- costs: dict # TODO: should this be connected here?
- control: dict
- initialize: bool = False
- initial_power_kW: float = 0.0
-
- name: str = field(default="ael_electrolyzer_001")
- description: str = field(default="Alkaline electrolyzer model")
-
- control_type: str = field(init=False, default="BaselineDeg")
- n_stacks: int = field(init=False, default=1)
-
- # decision-based controller policies
- eager_on: bool = field(init=False, default=False)
- eager_off: bool = field(init=False, default=False)
- sequential: bool = field(init=False, default=False)
- even_dist: bool = field(init=False, default=False)
- baseline: bool = field(init=False, default=True)
-
- stack_min_power: float = field(init=False)
- system_rating_MW: float = field(init=False)
- stack_rating_kW: float = field(init=False)
- stack_rating: float = field(init=False)
-
- # Controller state #
- ####################
-
- # only for sequential controller TODO: find sneakier place to initialize this
- active_constant: NDArrayInt = field(init=False)
-
- # array of stack activation status 0 for inactive, 1 for active
- active: NDArrayInt = field(init=False)
-
- # array of stack waiting status 0 for active or inactive, 1 for waiting
- waiting: NDArrayInt = field(init=False)
-
- # again, only for sequential controller
- variable_stack: int = field(init=False, default=0)
- stack_rotation: NDArrayInt = field(init=False)
- stacks_on: int = field(init=False, default=0)
- # stacks_off: NDArrayInt = field(init=False, default=[])
- stacks_waiting_vec: NDArrayInt = field(init=False)
- deg_state: NDArrayFloat = field(init=False)
- filter_width: int = field(init=False)
- past_power: NDArrayFloat = field(init=False)
-
- stacks: npt.NDArray = field(init=False)
-
- def __attrs_post_init__(self) -> None:
- """
- --- Current control_type Options ---
-
- Rotation-based electrolyzer action schemes:
- 'PowerSharingRotation': power sharing, rotation
- 'SequentialRotation': sequentially turn on electrolzyers, rotate
- electrolyzer roles based on set schedule (i.e. variable electrolyzer,
- etc.)
-
- Degredation-based electrolyzer action schemes:
- 'EvenSplitEagerDeg': power sharing, eager to turn on electrolyzers
- 'EvenSplitHesitantDeg': power sharing
- 'SequentialEvenWearDeg': sequentially turn on electrolzyers, distribute
- wear evenly
- 'SequentialSingleWearDeg': sequentially turn on electrolyzers, put all
- degradation on single electrolyzer
- 'BaselineDeg': sequentially turn on and off electrolyzers but only when you
- have to
-
- DecisionControl controller action schemes:
- 'BBBB': baseline controller - one big stack
- 'HHDV': hesitant on, hesitant off, degradation order, variable power dist
- 'HHDE': hesitant on, hesitant off, degradation order, even power dist
- 'HHOV': hesitant on, hesitant off, rotation order, variable power dist
- 'HHOE': hesitant on, hesitant off, rotation order, even power dist
- 'HEDV': hesitant on, eager off, degradation order, variable power dist
- 'HEDE': hesitant on, eager off, degradation order, even power dist
- 'HEOV': hesitant on, eager off, rotation order, variable power dist
- 'HEOE': hesitant on, eager off, rotation order, even power dist
- 'EHDV': eager on, hesitant off, degradation order, variable power dist
- 'EHDE': eager on, hesitant off, degradation order, even power dist
- 'EHOV': eager on, hesitant off, rotation order, variable power dist
- 'EHOE': eager on, hesitant off, rotation order, even power dist
- """
- self.control_type = self.control["control_type"]
- self.n_stacks = self.control["n_stacks"]
-
- if "sequential" in self.control_type.lower():
- # TODO: current filter width hardcoded at 5 min, make an input
- self.filter_width = round(300 / self.dt)
-
- # TODO: decide how to initialize past_power
- self.past_power = [0]
-
- if "Decision" in self.control_type:
- self.eager_on = self.control["policy"]["eager_on"]
- self.eager_off = self.control["policy"]["eager_off"]
- self.sequential = self.control["policy"]["sequential"]
- self.even_dist = self.control["policy"]["even_dist"]
- self.baseline = self.control["policy"]["baseline"]
-
- self.active_constant = np.zeros(self.n_stacks)
- self.active = np.zeros(self.n_stacks)
- self.waiting = np.zeros(self.n_stacks)
- self.stack_rotation = np.arange(self.n_stacks, dtype=int)
- self.stacks_waiting_vec = np.zeros((self.n_stacks))
- self.deg_state = np.zeros(self.n_stacks)
- self.stacks = self.create_electrolyzer_stacks()
-
- # Query stack info from an initialized stack. All stacks have identical
- # ratings for now, but this may change in the future.
- self.stack_rating_kW = self.stacks[0].stack_rating_kW
- self.stack_rating = self.stacks[0].stack_rating
- self.stack_min_power = self.stacks[0].min_power
- if self.initialize:
- self.initialize_plant_stacks()
-
- # Establish system rating
- if "system_rating_MW" in self.control:
- self.system_rating_MW = self.control["system_rating_MW"]
- else:
- self.n_stacks * self.stack_rating_kW / 1e3
-
- # Establish system rating
- if "system_rating_MW" in self.control:
- self.system_rating_MW = self.control["system_rating_MW"]
- else:
- self.n_stacks * self.stack_rating_kW / 1e3
-
- def create_electrolyzer_stacks(self):
- # initialize electrolyzer objects
- stacks = np.empty(self.n_stacks, Stack)
- self.stack["dt"] = self.dt
- for i in range(self.n_stacks):
- stacks[i] = Stack.from_dict(self.stack)
- # TODO: replace with proper logging
- # print(
- # "electrolyzer stack ",
- # i + 1,
- # "out of ",
- # self.n_stacks,
- # "has been initialized",
- # )
- return stacks
-
- def initialize_plant_stacks(self):
- # TODO: decide how many stacks should be turned on
- stack_number = round(self.initial_power_kW / self.stack_rating_kW) + 1
- if stack_number > self.n_stacks:
- stack_number = self.n_stacks
- elif stack_number < 0:
- print("Error: initial stack number cannot be less than zero")
- return
- elif self.initial_power_kW == 0 or self.initial_power_kW < (
- self.stack_min_power / 1e3
- ):
- stack_number = 0
-
- for i in range(stack_number):
- self.stacks[i].stack_on = True
- self.update_stack_status()
-
- def update_stack_status(self):
- # Update stack status
- self.stacks_on = 0
- for i in range(self.n_stacks):
- if self.stacks[i].stack_on: # or stack waiting
- self.stacks_on += 1
- self.active[i] = 1
- if self.stacks[i].stack_waiting:
- self.waiting[i] = 1
- self.stacks_waiting_vec[i] = 1
- else:
- self.waiting[i] = 0
- self.stacks_waiting_vec[i] = 0
-
- def get_power_distribution(self, power_in):
- # Calculated stack scheduling and power distribution
- if self.control_type == "PowerSharingRotation":
- stack_power, curtailed_wind = self.power_sharing_rotation(power_in)
- elif self.control_type == "SequentialRotation":
- stack_power, curtailed_wind = self.sequential_rotation(power_in)
- elif self.control_type == "EvenSplitEagerDeg":
- stack_power = self.distribute_power_equal_eager(power_in)
- curtailed_wind = 0
- elif self.control_type == "EvenSplitHesitantDeg":
- stack_power = self.distribute_power_equal_hesitant(power_in)
- curtailed_wind = 0
- elif self.control_type == "SequentialEvenWearDeg":
- stack_power = self.distribute_power_sequential_even_wear(power_in)
- curtailed_wind = 0
- elif self.control_type == "SequentialSingleWearDeg":
- stack_power = self.distribute_power_sequential_single_wear(power_in)
- curtailed_wind = 0
- elif self.control_type == "BaselineDeg":
- stack_power = self.baseline_controller(power_in)
- curtailed_wind = 0
- elif self.control_type == "DecisionControl":
- stack_power = self.decision_ctrl(power_in)
- curtailed_wind = 0
-
- return stack_power, curtailed_wind
-
- def implement_stack_status(self):
- # Turn stacks on or off
- for i in range(self.n_stacks):
- if self.active[i]:
- if not (self.stacks[i].stack_on or self.stacks[i].stack_waiting):
- self.stacks[i].turn_stack_on()
- else:
- if self.stacks[i].stack_on or self.stacks[i].stack_waiting:
- self.stacks[i].turn_stack_off()
-
- def run_control(self, power_in):
- """
- Inputs:
- power_in: power (W) to be consumed by the H2 farm every time step
- Returns:
- H2_mass_out: mass of h2 (kg) produced during each time step
- H2_mass_flow_rate: mfr of h2 (kg/s) during that time step
- power_left: power error (W) between what the stacks were
- supposed to consume and what they actually consumed
- curtailed_wind: power error (W) between available power_in and
- what the stacks are commanded to consume
- """
-
- self.update_stack_status()
-
- stack_power, curtailed_wind = self.get_power_distribution(power_in)
-
- self.implement_stack_status()
-
- power_left = 0
- H2_mass_out = 0
- self.stacks_on = 0
- H2_mass_flow_rate = np.zeros((self.n_stacks))
-
- # simulate one time step for each stack
- for i in range(self.n_stacks):
- H2_mfr, H2_mass_i, power_left_i = self.stacks[i].run(stack_power[i])
-
- self.deg_state[i] = self.stacks[i].V_degradation
-
- H2_mass_flow_rate[i] = H2_mfr
- H2_mass_out += H2_mass_i
- power_left += power_left_i
-
- curtailed_wind = max(0, power_in - (np.dot(self.active, stack_power)))
-
- return H2_mass_out, H2_mass_flow_rate, power_left, curtailed_wind
-
- def power_sharing_rotation(self, power_in):
- # Control strategy that shares power between all electrolyzers equally
- if sum(self.active) == 0:
- P_indv = power_in / self.n_stacks
- else:
- P_indv = power_in / sum(self.active)
- # divide the power evenely amongst electrolyzers
- P_indv_kW = P_indv / 1000
-
- stacks_supported = min(power_in // (self.stack_rating / 2), self.n_stacks)
- diff = int(stacks_supported - sum(self.active))
-
- # Power sharing control #
- #########################
- if diff > 0:
- # elif P_indv_kW > (0.8 * self.stack_rating_kW):
- if diff > 1 or P_indv_kW > (0.8 * self.stack_rating_kW):
- if sum(self.active) != self.n_stacks:
- for i in range(0, diff):
- ij = 0 + i
- while self.active[self.stack_rotation[ij]] > 0:
- ij += 1
- self.active[self.stack_rotation[ij]] = 1
-
- if diff < 0:
- if P_indv_kW < (0.2 * self.stack_rating_kW):
- if sum(self.active) > 0:
- self.active[self.stack_rotation[0]] = 0
- self.stack_rotation = np.concatenate(
- [self.stack_rotation[1:], [self.stack_rotation[0]]]
- )
-
- if sum(self.active) > 0:
- new_stack_power = np.ones(self.n_stacks) * power_in / sum(self.active)
- else:
- new_stack_power = np.zeros(self.n_stacks)
-
- if (new_stack_power[0] / 1000) > (self.stack_rating_kW):
- curtailed_wind = (
- new_stack_power[0] - (self.stack_rating_kW * 1000)
- ) * self.stacks_on
- new_stack_power = np.ones((self.n_stacks)) * (self.stack_rating_kW * 1000)
- else:
- curtailed_wind = 0
-
- return new_stack_power, curtailed_wind
-
- def sequential_rotation(self, power_in):
- # Control strategy that fills up the electrolyzers sequentially
-
- P_indv = np.ones((self.n_stacks))
-
- p_in_kw = power_in / 1000
-
- n_full = p_in_kw // self.stack_rating_kW
- left_over_power = p_in_kw % self.stack_rating_kW
- stack_difference = int(n_full - sum(self.active + self.waiting))
- elec_var = self.stack_rotation[0]
- # other_elecs = [x for x in self.active if x not in self.stacks_off]
-
- # calculate the slope of power_in
- # (1) update past_power with current input
- if len(self.past_power) < self.filter_width:
- temp = np.zeros((len(self.past_power) + 1))
- temp[0:-1] = self.past_power[:]
- temp[-1] = np.copy(power_in)
- self.past_power = np.copy(temp)
- else:
- temp = np.zeros((len(self.past_power)))
- temp[0:-1] = self.past_power[1:]
- temp[-1] = np.copy(power_in)
- self.past_power = np.copy(temp)
- # (2) apply filter to find slope
- slope = power_in - np.mean(self.past_power)
- slope = np.mean(
- (np.mean(self.past_power[1:]) - np.mean(self.past_power[0:-1])) / self.dt
- )
-
- if stack_difference >= 0:
- # P_indv = P_indv * self.stack_rating_kW * 1000
- P_indv = P_indv * 0
- # for i in self.active:
- # if i > 0:
- P_indv[self.active > 0] = self.stack_rating_kW * 1000
- P_indv[elec_var] = left_over_power * 1000
- curtailed_wind = (stack_difference * self.stack_rating_kW) + left_over_power
- if (
- sum(self.waiting) == 0
- and sum(self.active) != self.n_stacks
- and left_over_power > (0.15 * self.stack_rating_kW)
- ):
- for i in range(0, stack_difference):
- ij = 0 + i
- while self.active[self.stack_rotation[ij]] > 0:
- ij += 1
- # self.turn_on_stack(self.stack_rotation[ij])
- self.active[self.stack_rotation[ij]] = 1
- if stack_difference < 0:
- curtailed_wind = 0
- P_indv = P_indv * 0
-
- P_indv[self.active > 0] = self.stack_rating_kW * 1000
- if stack_difference < -2:
- if sum(self.waiting) == 0 and sum(self.active) != self.n_stacks:
- ij = 0
- while self.active[self.stack_rotation[ij]] > 0:
- ij += 1
- off_stack = self.stack_rotation[ij]
- # self.turn_on_stack(on_stack)
- # self.turn_off_stack(off_stack)
- self.active[self.stack_rotation[ij]] = 0
- # P_indv[on_stack] = self.stack_rating_kW * 1000
- P_indv[off_stack] = 0
- P_indv[elec_var] = self.stack_rating_kW * 1000
-
- elif (
- (
- left_over_power < (0.1 * self.stack_rating_kW)
- and sum(self.waiting) == 0
- )
- ) or (stack_difference < -1 and sum(self.waiting) == 0):
- if sum(self.active) > 0 and slope < 0:
- # self.turn_off_stack(self.stack_rotation[0])
- self.active[self.stack_rotation[0]] = 0
- self.stack_rotation = np.concatenate(
- [self.stack_rotation[1:], [self.stack_rotation[0]]]
- )
- elec_var = self.stack_rotation[0]
- P_indv[elec_var] = self.stack_rating_kW * 1000
- curtailed_wind = left_over_power
- elif (
- left_over_power < (0.1 * self.stack_rating_kW) and sum(self.waiting) > 0
- ):
- P_indv[self.waiting > 0] = (
- (left_over_power + self.stack_rating_kW) * 1000 / 2
- )
- P_indv[elec_var] = (left_over_power + self.stack_rating_kW) * 1000 / 2
- # TODO : Find a way to turn on electrolyzers ahead of time based on wind
- # power signal slope
- elif left_over_power > (0.8 * self.stack_rating_kW) and slope > 0:
- # if or stack_difference
- if sum(self.waiting) == 0 and sum(self.active) != self.n_stacks:
- ij = 0
- while self.active[self.stack_rotation[ij]] > 0:
- ij += 1
- # self.turn_on_stack(self.stack_rotation[ij])
- self.active[self.stack_rotation[ij]] = 1
- # self.turn_on_stack()
- if sum(self.waiting) > 0:
- P_indv[self.waiting > 0] = left_over_power * 1000 / 2
- P_indv[elec_var] = left_over_power * 1000 / 2
- else:
- P_indv[elec_var] = left_over_power * 1000
- else:
- if sum(self.waiting) > 0:
- # if
- P_indv[self.waiting > 0] = self.stack_rating_kW * 1000
- P_indv[elec_var] = left_over_power * 1000
- else:
- P_indv[elec_var] = left_over_power * 1000
- return P_indv, curtailed_wind * 1000
-
- def distribute_power_equal_eager(self, power_in):
- n_active = min([self.n_stacks, int(np.floor(power_in / self.stack_min_power))])
- if n_active > 0:
- # calculate curtailed wind here
- P_i = min([power_in / n_active, self.stack_rating])
- # curtailed_wind = max(0, (power_in/n_active) - self.stack_rating)
- else:
- P_i = 0
-
- if n_active == sum(self.active):
- pass # do not need to turn on or off
- elif n_active > sum(self.active):
- diff = int(n_active - sum(self.active))
- self.active += self.get_healthiest_inactive(diff)
- elif n_active < sum(self.active):
- diff = int(sum(self.active) - n_active)
- self.active *= self.get_illest_active(diff)
-
- P_indv = P_i * self.active
-
- return P_indv
-
- def distribute_power_equal_hesitant(self, power_in):
- # dont turn on another electrolyzer until the other electrolyzers are all at
- # rated. turn off when all electrolyzers are below min power from previous step
- n_active = int(sum(self.active))
-
- # need to turn on another one
- if power_in > (self.stack_rating * n_active + self.stack_min_power):
- # number of stacks that need to be turned on
- diff = np.ceil(
- (power_in - n_active * self.stack_rating) / self.stack_rating
- )
- diff = min([diff, self.n_stacks - n_active])
- n_active += diff
- # not enough power to run all electrolyzers at minimum so we have to turn
- # some off
- elif power_in < self.stack_min_power * n_active:
- # want the number of elecs where np.ceil(P*min_rated)
- diff = n_active - np.floor(power_in / self.stack_min_power)
- n_active -= diff
-
- if n_active > 0:
- P_i = min([power_in / n_active, self.stack_rating])
- else:
- P_i = 0
-
- if n_active == sum(self.active):
- pass # do not need to turn on or off
- elif n_active > sum(self.active):
- # need to turn on this many electrolzyers pick the healthiest elecs as
- # the next ones to turn on but only pick the healthiest from the ones
- # that are turned off
- diff = int(n_active - sum(self.active))
- self.active += self.get_healthiest_inactive(diff)
-
- elif n_active < sum(self.active):
- diff = int(sum(self.active) - n_active) # need to turn off this many
- self.active *= self.get_illest_active(diff)
-
- P_indv = P_i * self.active
-
- return P_indv
-
- def distribute_power_sequential_even_wear(self, power_in):
- P_indv = np.zeros(self.n_stacks)
-
- n_active = np.min(
- [
- self.n_stacks,
- np.ceil((power_in - self.stack_min_power) / self.stack_rating),
- ]
- )
-
- diff = int(n_active - sum(self.active))
-
- if n_active > sum(self.active):
- stacks_to_turn_on = self.get_healthiest_inactive(diff)
- # for robustitude, this index should be [0][0] but it throws error so
- # come back to this
- self.variable_stack = np.nonzero(stacks_to_turn_on)[0][0]
- self.active += stacks_to_turn_on
- self.active_constant = np.copy(self.active)
- self.active_constant[self.variable_stack] = 0
- elif n_active < sum(self.active):
- self.active[self.variable_stack] = 0
-
- # need this to be get illest constant
- stacks_to_turn_off = self.get_illest_active(np.abs(diff))
-
- # these are the illest stacks from constant - the illest of these should
- # turn into variable
- self.variable_stack = np.nonzero(stacks_to_turn_off - 1)[0]
-
- # this only works if there is just one stack being turned off at at time
- self.active_constant[self.variable_stack] = 0
-
- variable_stack_P = np.min(
- [
- self.stack_rating,
- power_in - (sum(self.active_constant)) * self.stack_rating,
- ]
- )
- if variable_stack_P < self.stack_min_power:
- variable_stack_P = 0
-
- P_indv = self.stack_rating * self.active_constant
- P_indv[self.variable_stack] = variable_stack_P
-
- return P_indv
-
- def distribute_power_sequential_single_wear(self, power_in):
- # if we are trying a lot of different control strategies, maybe it would be
- # better to keep them in a seperate file and call them as a module
- P_indv = np.zeros(self.n_stacks)
-
- n_active = np.min(
- [
- self.n_stacks,
- np.ceil((power_in - self.stack_min_power) / self.stack_rating),
- ]
- )
-
- diff = int(n_active - sum(self.active))
-
- if n_active > sum(self.active):
- stacks_to_turn_on = self.get_healthiest_inactive(diff)
-
- # for robustitude, this index should be [0][0] but it throws error so
- # come back to this
- # self.variable_stack = np.nonzero(stacks_to_turn_on)[0][0]
- self.variable_stack = 0
- self.active += stacks_to_turn_on
- self.active_constant = np.copy(self.active)
- self.active_constant[self.variable_stack] = 0
- elif n_active < sum(self.active):
- # self.active[self.variable_stack] = 0
-
- # need this to be get illest constant
- stacks_to_turn_off = self.get_illest_active(np.abs(diff))
-
- # these are the illest stacks from constant - the illest of
- # these should turn into variabl
- # self.variable_stack = np.nonzero(stacks_to_turn_off-1)[0]
-
- # this only works if there is just one stack being turned off at at time
- # self.active_constant[self.variable_stack] = 0
- self.active_constant *= stacks_to_turn_off
- self.active *= stacks_to_turn_off
-
- variable_stack_P = np.min(
- [
- self.stack_rating,
- power_in - (sum(self.active_constant)) * self.stack_rating,
- ]
- )
- if variable_stack_P < self.stack_min_power:
- variable_stack_P = 0
-
- P_indv = self.stack_rating * self.active_constant
- P_indv[self.variable_stack] = variable_stack_P
-
- return P_indv
-
- def baseline_controller(self, power_in):
- """
- Hesitant to turn on, hesitant to turn off
- """
-
- p_avail = power_in
-
- # turn some on
- if (power_in > np.sum(self.active) * self.stack_rating) & (
- power_in > self.stack_min_power
- ):
- turn_on_ind = int(min([sum(self.active), self.n_stacks - 1]))
- self.stacks[turn_on_ind].turn_stack_on()
- self.active[turn_on_ind] = 1
-
- # turn some off
- elif power_in < np.sum(self.active) * self.stack_min_power:
- turn_off_ind = int(sum(self.active) - 1)
- self.stacks[turn_off_ind].turn_stack_off()
- self.active[turn_off_ind] = 0
-
- P_indv = self.stack_min_power * self.active
- p_avail -= sum(P_indv)
-
- for i in range(self.n_stacks):
- if p_avail >= (self.stack_rating - self.stack_min_power):
- P_indv[i] += self.stack_rating - self.stack_min_power
- p_avail -= self.stack_rating - self.stack_min_power
- elif p_avail < (self.stack_rating - self.stack_min_power):
- P_indv[i] += p_avail
- p_avail = 0
-
- return P_indv
-
- def decision_ctrl(self, power_in):
- num_on, num_off = self.check_turn_on_off(power_in)
- if num_on > 0:
- stacks_to_activate = self.get_next_stack_on(num_on)
- self.active += stacks_to_activate
- if num_off > 0:
- stacks_to_deactivate = self.get_next_stack_off(num_off)
- self.active *= stacks_to_deactivate
-
- P_i = self.distribute_power(power_in)
- return P_i
-
- def check_turn_on_off(self, P_avail):
- max_num_active = min(
- [self.n_stacks, int(np.floor(P_avail / 1e3 / self.stack_min_power))]
- ) # maximum possible number of electrolzyers running
- min_num_active = min(
- [
- self.n_stacks,
- int(
- (P_avail / 1e3 > self.stack_min_power)
- * np.ceil(P_avail / self.stack_rating)
- ),
- ]
- ) # minimum possible number of electrolyzers that can use all of P_avail
-
- n_active = sum(self.active)
- # self.maxmin.append([min_num_active, max_num_active, n_active])
-
- num_on = 0
- num_off = 0
-
- if self.eager_on & (not self.eager_off):
- # Option 1: Eager on, hesitant off
- if n_active > max_num_active: # have the option to turn off stacks
- num_on = 0
- num_off = max([0, n_active - max_num_active])
- elif n_active < max_num_active: # have the option to turn on stacks
- num_on = max([0, max_num_active - n_active])
- num_off = 0
-
- elif (not self.eager_on) & (not self.eager_off):
- # Option 2: Hesitant on, hesitant off
- if n_active > max_num_active: # have the option to turn off stacks
- num_on = 0
- num_off = max([0, n_active - max_num_active])
- elif n_active < min_num_active: # have no choice but to turn on stacks
- num_on = max([0, min_num_active - n_active])
- num_off = 0
-
- elif (not self.eager_on) & self.eager_off:
- # Option 3: Hesitant on, eager off
- if n_active > min_num_active: # have no choice but to turn off stacks
- num_on = 0
- num_off = max([0, n_active - min_num_active])
- elif n_active < min_num_active: # have no choice but to turn on stacks
- num_on = max([0, min_num_active - n_active])
- num_off = 0
-
- # Option 4: eager on, eager off has very frequent switching - not useful
-
- if self.baseline:
- if P_avail / 1e3 > self.n_stacks * self.stack_min_power:
- num_on = max([0, self.n_stacks - n_active])
- num_off = 0
- elif P_avail / 1e3 < self.n_stacks * self.stack_min_power:
- num_on = 0
- num_off = min([self.n_stacks, n_active])
-
- return num_on, num_off
-
- def get_next_stack_on(self, n_activate):
- if self.baseline:
- if n_activate > 0:
- stacks_to_activate = np.ones_like(self.active)
- else:
- if self.sequential:
- stacks_to_activate = np.zeros_like(self.active)
- activate_inds = np.arange(
- sum(self.active), sum(self.active) + n_activate
- ).astype(int)
- for i in activate_inds:
- stacks_to_activate[i] = 1
- else:
- stacks_to_activate = self.get_healthiest_inactive(n_activate)
-
- return stacks_to_activate
-
- def get_next_stack_off(self, n_deactivate):
- if self.baseline:
- if n_deactivate > 0:
- stacks_to_deactivate = np.zeros_like(self.active)
- else:
- if self.sequential:
- stacks_to_deactivate = np.ones_like(self.active)
- deactivate_inds = np.arange(
- sum(self.active) - n_deactivate, sum(self.active)
- ).astype(int)
- for i in deactivate_inds:
- stacks_to_deactivate[i] = 0
- else:
- stacks_to_deactivate = self.get_illest_active(n_deactivate)
-
- return stacks_to_deactivate
-
- def get_healthiest_inactive(self, n_activate):
- inactive = np.nonzero(self.active - 1)[0]
- ds = self.deg_state[inactive]
- deg_inds = np.argsort(ds)
- stacks_to_activate = np.zeros_like(self.active)
- stacks_to_activate[inactive[deg_inds[0 : int(n_activate)]]] = 1
- return stacks_to_activate
-
- def get_illest_active(self, n_deactivate):
- active_currently = np.nonzero(self.active)[0]
- ds = self.deg_state[active_currently]
- deg_inds = np.flip(np.argsort(ds))
- stacks_to_deactivate = np.ones_like(self.active)
- stacks_to_deactivate[active_currently[deg_inds[0 : int(n_deactivate)]]] = 0
- return stacks_to_deactivate
-
- def distribute_power(self, P_avail):
- P_i = np.zeros_like(self.active)
-
- for i, a in enumerate(self.active):
- if a:
- P_i[i] += self.stack_min_power * 1e3
- P_avail -= self.stack_min_power * 1e3
-
- if (self.even_dist or self.baseline) & (sum(self.active) > 0):
- P_indv = P_avail / sum(self.active) # check this if power gets too large
- for i, a in enumerate(self.active):
- if a:
- P_i[i] += P_indv
- P_avail -= P_indv
- else:
- # permute
- """the way it is right now, the last electrolzyer in the active list will
- always be the variable one. If we want to use a different one then we can
- implement a permutation of the active array, run the forloop below then
- perform the inverse permutation on P_i afterwards"""
-
- for i, a in enumerate(self.active):
- if a:
- if P_avail >= (self.stack_rating - self.stack_min_power * 1e3):
- P_i[i] += self.stack_rating - self.stack_min_power * 1e3
- P_avail -= self.stack_rating - self.stack_min_power * 1e3
- elif P_avail >= 0:
- P_i[i] += P_avail
- P_avail -= P_avail
- # unpermute
-
- return P_i
diff --git a/electrolyzer/glue_code/optimization.py b/electrolyzer/glue_code/optimization.py
index ef750f3..b294f78 100644
--- a/electrolyzer/glue_code/optimization.py
+++ b/electrolyzer/glue_code/optimization.py
@@ -15,12 +15,12 @@ def calc_rated_system(modeling_options: dict):
"""
options = copy.deepcopy(modeling_options)
- system_rating_kW = options["electrolyzer"]["control"]["system_rating_MW"] * 1e3
+ system_rating_kW = options["electrolyzer"]["supervisor"]["system_rating_MW"] * 1e3
stack_rating_kW = options["electrolyzer"]["stack"]["stack_rating_kW"]
# determine number of stacks (int) closest to stack rating (float)
n_stacks = round(system_rating_kW / stack_rating_kW)
- options["electrolyzer"]["control"]["n_stacks"] = n_stacks
+ options["electrolyzer"]["supervisor"]["n_stacks"] = n_stacks
# determine new desired rating to adjust parameters for
new_rating = system_rating_kW / n_stacks
@@ -32,17 +32,25 @@ def calc_rated_system(modeling_options: dict):
return options
-def _solve_rated_stack(desired_rating: float, stack: Stack):
+def _solve_rated_stack(
+ desired_rating: float, desired_curr_density: float, stack: Stack
+):
cell_area = stack.cell.cell_area
+ max_current = stack.max_current
# root finding function
- def calc_rated_power_diff(cell_area: float):
+ def calc_rated_power_diff(x):
+ cell_area, max_current = x
stack.cell.cell_area = cell_area
- p_rated = stack.calc_stack_power(stack.max_current)
+ stack.max_current = max_current
+ p_rated = stack.calc_stack_power(max_current)
- return p_rated - desired_rating
+ return [
+ p_rated - desired_rating,
+ max_current / cell_area - desired_curr_density,
+ ]
- return fsolve(calc_rated_power_diff, cell_area)
+ return fsolve(calc_rated_power_diff, [cell_area, max_current])
def calc_rated_stack(modeling_options: dict):
@@ -59,6 +67,8 @@ def calc_rated_stack(modeling_options: dict):
"""
options = modeling_options["electrolyzer"]["stack"]
options["dt"] = modeling_options["electrolyzer"]["dt"]
+ options["cell_params"] = modeling_options["electrolyzer"]["cell_params"]
+ options["degradation"] = modeling_options["electrolyzer"]["degradation"]
stack = Stack.from_dict(options)
n_cells = stack.n_cells
@@ -66,38 +76,31 @@ def calc_rated_stack(modeling_options: dict):
# start with an initial calculation of stack power to compare with desired
stack_p = stack.calc_stack_power(stack.max_current)
desired_rating = stack.stack_rating_kW
+ desired_curr_density = stack.max_current / stack.cell.cell_area
- stack_p_prev = stack_p
# nudge cell count up or down until it overshoots
if stack_p > desired_rating:
while stack_p > desired_rating:
n_cells -= 1
stack.n_cells = n_cells
- stack_p_prev = stack_p
stack_p = stack.calc_stack_power(stack.max_current)
- # choose n_cells with closest resulting power rating
- if abs(desired_rating - stack_p_prev) < abs(desired_rating - stack_p):
- stack.n_cells += 1
-
elif stack_p < desired_rating:
while stack_p < desired_rating:
n_cells += 1
stack.n_cells = n_cells
- stack_p_prev = stack_p
stack_p = stack.calc_stack_power(stack.max_current)
- # choose n_cells with closest resulting power rating
- if abs(desired_rating - stack_p_prev) < abs(desired_rating - stack_p):
- stack.n_cells -= 1
-
# solve for optimal stack
- cell_area = _solve_rated_stack(desired_rating, stack)
+ res = _solve_rated_stack(desired_rating, desired_curr_density, stack)
# recalc stack power
- stack.cell.cell_area = cell_area[0]
+ stack.cell.cell_area = res[0]
+ stack.max_current = res[1]
stack_p = stack.calc_stack_power(stack.max_current)
- modeling_options["electrolyzer"]["stack"]["cell_area"] = cell_area[0]
+ # TODO alkaline cell characteristic area optimization
+ modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"] = res[0]
+ modeling_options["electrolyzer"]["stack"]["max_current"] = res[1]
modeling_options["electrolyzer"]["stack"]["n_cells"] = n_cells
modeling_options["electrolyzer"]["stack"]["stack_rating_kW"] = stack_p
diff --git a/electrolyzer/glue_code/run_alkaline.py b/electrolyzer/glue_code/run_alkaline.py
deleted file mode 100644
index 77044b9..0000000
--- a/electrolyzer/glue_code/run_alkaline.py
+++ /dev/null
@@ -1,145 +0,0 @@
-"""
-This module is responsible for running electrolyzer models based on YAML configuration
-files.
-"""
-
-import numpy as np
-import pandas as pd
-
-import electrolyzer.inputs.validation as val
-from electrolyzer import AlkalineSupervisor as Supervisor
-
-from .optimization import calc_rated_system
-
-
-def _run_electrolyzer_full(modeling_options, power_signal):
- # Initialize system
- elec_sys = Supervisor.from_dict(modeling_options["electrolyzer"])
-
- # Define output variables
- kg_rate = np.zeros((elec_sys.n_stacks, len(power_signal)))
- degradation = np.zeros((elec_sys.n_stacks, len(power_signal)))
- curtailment = np.zeros((len(power_signal)))
- tot_kg = np.zeros((len(power_signal)))
- cycles = np.zeros((elec_sys.n_stacks, len(power_signal)))
- uptime = np.zeros((elec_sys.n_stacks, len(power_signal)))
- current_density = np.zeros((elec_sys.n_stacks, len(power_signal)))
- p_in = []
-
- # Run electrolyzer simulation
- for i in range(len(power_signal)):
- # TODO: replace with proper logging
- # if (i % 1000) == 0:
- # print('Progress', i)
- # print(i)
- loop_H2, loop_h2_mfr, loop_power_left, curtailed = elec_sys.run_control(
- power_signal[i]
- )
- p_in.append(power_signal[i] / elec_sys.n_stacks / 1000)
-
- tot_kg[i] = loop_H2
- curtailment[i] = curtailed / 1000000
- for j in range(elec_sys.n_stacks):
- stack = elec_sys.stacks[j]
- kg_rate[j, i] = loop_h2_mfr[j]
- degradation[j, i] = stack.V_degradation
- cycles[j, i] = stack.cycle_count
- uptime[j, i] = stack.uptime
- current_density[j, i] = stack.I / stack.cell.cell_area
-
- # Collect results into a DataFrame
- results_df = pd.DataFrame(
- {
- "power_signal": power_signal,
- "curtailment": curtailment,
- "kg_rate": tot_kg,
- }
- )
-
- # for efficiency reasons, create a df for each stack, then concat all at the end
- stack_dfs = []
-
- for i, stack in enumerate(elec_sys.stacks):
- id = i + 1
- stack_df = pd.DataFrame(
- {
- f"stack_{id}_deg": degradation[i, :],
- f"stack_{id}_fatigue": stack.fatigue_history,
- f"stack_{id}_cycles": cycles[i, :],
- f"stack_{id}_uptime": uptime[i, :],
- f"stack_{id}_kg_rate": kg_rate[i, :],
- f"stack_{id}_curr_density": current_density[i, :],
- }
- )
- stack_dfs.append(stack_df)
-
- results_df = pd.concat([results_df, *stack_dfs], axis=1)
-
- return elec_sys, results_df
-
-
-def _run_electrolyzer_opt(modeling_options, power_signal):
- # Tune to a desired system rating
- options = calc_rated_system(modeling_options)
-
- # Initialize system
- elec_sys = Supervisor.from_dict(options["electrolyzer"])
-
- # Define output variables
- tot_kg = 0.0
- max_curr_density = 0.0
-
- # Run electrolyzer simulation
- for i in range(len(power_signal)):
- # TODO: replace with proper logging
- # if (i % 1000) == 0:
- # print('Progress', i)
- # print(i)
- loop_H2, loop_h2_mfr, loop_power_left, curtailed = elec_sys.run_control(
- power_signal[i]
- )
-
- tot_kg += loop_H2
- new_curr = max([s.I / s.cell.cell_area for s in elec_sys.stacks])
- max_curr_density = max(max_curr_density, new_curr)
-
- return tot_kg, max_curr_density
-
-
-def run_alkaline(input_modeling, power_signal, optimize=False):
- """
- Runs an electrolyzer simulation based on a YAML configuration file and power
- signal input.
-
- Args:
- input_modeling (`str` or `dict`): filepath specifying the YAML config
- file, OR a dict representing a validated YAML config.
- power_signal (`list`): An array representing power input
- optimize (`bool`, optional): Whether the run will be based on an optimization.
- For now, this entails tuning a system to a desired system rating, running
- the simulation, and returning a simplified result for optimization runs.
-
- Returns:
- `Supervisor`: the instance used to run the simulation
- `pandas.DataFrame`: a `DataFrame` representing the time series output
- for the system, including values for each electrolyzer stack
- """
- err_msg = "Model input must be a str or dict object"
- assert isinstance(
- input_modeling,
- (
- str,
- dict,
- ),
- ), err_msg
-
- if isinstance(input_modeling, str):
- # Parse/validate yaml configuration
- modeling_options = val.load_modeling_yaml(input_modeling)
- else:
- modeling_options = input_modeling
-
- if optimize:
- return _run_electrolyzer_opt(modeling_options, power_signal)
-
- return _run_electrolyzer_full(modeling_options, power_signal)
diff --git a/electrolyzer/glue_code/run_electrolyzer.py b/electrolyzer/glue_code/run_electrolyzer.py
index 171f726..ac8df31 100644
--- a/electrolyzer/glue_code/run_electrolyzer.py
+++ b/electrolyzer/glue_code/run_electrolyzer.py
@@ -8,8 +8,7 @@
import electrolyzer.inputs.validation as val
from electrolyzer import Supervisor
-
-from .optimization import calc_rated_system
+from electrolyzer.glue_code.optimization import calc_rated_system
def _run_electrolyzer_full(modeling_options, power_signal):
diff --git a/electrolyzer/glue_code/run_lcoh.py b/electrolyzer/glue_code/run_lcoh.py
index fde474a..2210a05 100644
--- a/electrolyzer/glue_code/run_lcoh.py
+++ b/electrolyzer/glue_code/run_lcoh.py
@@ -8,9 +8,8 @@
import electrolyzer.inputs.validation as val
from electrolyzer import LCOH, Supervisor # ESG
-
-from .optimization import calc_rated_system
-from .run_electrolyzer import _run_electrolyzer_full
+from electrolyzer.glue_code.optimization import calc_rated_system
+from electrolyzer.glue_code.run_electrolyzer import _run_electrolyzer_full
def _run_electrolyzer_lcoh_opt(modeling_options, power_signal):
diff --git a/electrolyzer/inputs/modeling_schema.yaml b/electrolyzer/inputs/modeling_schema.yaml
index 2ee70db..2617121 100644
--- a/electrolyzer/inputs/modeling_schema.yaml
+++ b/electrolyzer/inputs/modeling_schema.yaml
@@ -13,7 +13,6 @@ properties:
default: False
description: Prints additional outputs to screen (and to a file log in the future)
- # Consider future option to split this out similar to windIO schema
electrolyzer:
type: object
default: {}
@@ -24,12 +23,12 @@ properties:
description: An optional name for the electrolyzer model
description:
type: string
- default: A PEM electrolyzer model
+ default: An electrolyzer model
description: An optional description for the electrolyzer model
dt:
type: number
default: 1.0
- description: simulation time step
+ description: simulation time step in seconds
initialize:
type: boolean
default: False
@@ -39,15 +38,80 @@ properties:
default: 0.0
description: starting power for an initialized electrolyzer plant
+ supervisor:
+ type: object
+ default: {}
+ description:
+ properties:
+ system_rating_MW:
+ type: number
+ description: System rating
+ unit: MW
+ n_stacks:
+ type: integer
+ default: 1
+ description: Number of electrolyzer Stacks to run in simulation
+
+ controller:
+ type: object
+ default:
+ control_type: DecisionControl
+ policy:
+ eager_on: False
+ eager_off: False
+ sequential: False
+ even_dist: False
+ baseline: True
+ description: Set control properties for electrolyzers
+ properties:
+ control_type:
+ type: string
+ enum: [PowerSharingRotation, SequentialRotation, EvenSplitEagerDeg, EvenSplitHesitantDeg, SequentialEvenWearDeg, SequentialSingleWearDeg, BaselineDeg, DecisionControl]
+ default: BaselineDeg
+ description:
+
+ policy:
+ type: object
+ default:
+ eager_on: False
+ eager_off: False
+ sequential: False
+ even_dist: False
+ baseline: True
+ description: Set of control policies for Decision_ctrl only
+ properties:
+ eager_on:
+ type: boolean
+ default: False
+ description: Whether the supervisor is eager or hesitant to switch stacks on
+ eager_off:
+ type: boolean
+ default: False
+ description: Whether the supervisor is eager or hesitant to switch stacks off
+ sequential:
+ type: boolean
+ default: False
+ description: Sequential or degradation-based stack switching order
+ even_dist:
+ type: boolean
+ default: False
+ description: Whether the input power is divided evenly amongst the stacks or variably
+ baseline:
+ type: boolean
+ default: True
+ description: Baseline decision controller is to treat all stacks as a single large capacity electrolzyer
+
+
stack:
type: object
default: {}
description: Set properties for an electrolyzer stack
properties:
- cell_area:
- type: number
- description: Area of individual Cells in the Stack (cm^2)
- unit: cm^2
+ cell_type:
+ type: string
+ default: PEM
+ enum: [PEM, alkaline]
+ description: Cell electrochemistry (PEM, alkaline, or other)
max_current:
type: number
description: Maximum current of Stack
@@ -59,10 +123,6 @@ properties:
n_cells:
type: integer
description: Number of Cells per Stack
- min_power:
- type: number
- description: Minimum power for Stack operation
- unit: kW
stack_rating_kW:
type: number
description: Stack rated power
@@ -72,50 +132,185 @@ properties:
default: True
description: Toggle whether degradation is applied to the Stack operation
- control:
+ degradation:
type: object
- default: {}
- description: Set control properties for electrolyzers
+ default:
+ PEM_params:
+ rate_steady: 1.41737929e-10
+ rate_fatigue: 3.33330244e-07
+ rate_onoff: 1.47821515e-04
+ ALK_params:
+ rate_steady: 5.092592592592592e-09
+ rate_fatigue: 1.2820512820512823e-05
+ rate_onoff: 3.0726072607260716e-04
+ description: Degradation rates for PEM or alkaline electrolyzer
properties:
- system_rating_MW:
- type: number
- description: System rating
- unit: MW
- n_stacks:
- type: integer
- default: 1
- description: Number of electrolyzer Stacks to run in simulation
- control_type:
- type: string
- enum: [PowerSharingRotation, SequentialRotation, EvenSplitEagerDeg, EvenSplitHesitantDeg, SequentialEvenWearDeg, SequentialSingleWearDeg, BaselineDeg, DecisionControl]
- default: BaselineDeg
- description:
+ PEM_params:
+ type: object
+ default:
+ rate_steady: 1.41737929e-10
+ rate_fatigue: 3.33330244e-07
+ rate_onoff: 1.47821515e-04
+ description: PEM degradation rates
+ properties:
+ rate_steady:
+ type: number
+ default: 1.41737929e-10
+ description: Rate of voltage degradation under steady operation alone
+ rate_fatigue:
+ type: number
+ default: 3.33330244e-07
+ description: Rate of voltage degradation under fluctuating operation alone
+ rate_onoff:
+ type: number
+ default: 1.47821515e-04
+ description: Rate of voltage degradation per on/off cycle
- policy:
- type: object
- default: {}
- description: Set of control policies for Decision_ctrl only
- properties:
- eager_on:
- type: boolean
- default: False
- description: Whether the supervisor is eager or hesitant to switch stacks on
- eager_off:
- type: boolean
- default: False
- description: Whether the supervisor is eager or hesitant to switch stacks off
- sequential:
- type: boolean
- default: False
- description: Sequential or degradation-based stack switching order
- even_dist:
- type: boolean
- default: False
- description: Whether the input power is divided evenly amongst the stacks or variably
- baseline:
- type: boolean
- default: True
- description: Baseline decision controller is to treat all stacks as a single large capacity electrolzyer
+ ALK_params:
+ type: object
+ default:
+ rate_steady: 5.092592592592592e-09
+ rate_fatigue: 1.2820512820512823e-05
+ rate_onoff: 3.0726072607260716e-04
+ description: Alkaline degradation rates
+ properties:
+ rate_steady:
+ type: number
+ default: 5.092592592592592e-09
+ description: Rate of voltage degradation under steady operation alone
+ rate_fatigue:
+ type: number
+ default: 1.2820512820512823e-05
+ description: Rate of voltage degradation under fluctuating operation alone
+ rate_onoff:
+ type: number
+ default: 3.0726072607260716e-04
+ description: Rate of voltage degradation per on/off cycle
+
+ cell_params:
+ type: object
+ default:
+ cell_type: PEM
+ max_current_density: 2
+ PEM_params:
+ cell_area: 1000
+ turndown_ratio: 0.1
+ description: Cell parameters for PEM or alkaline cells
+ properties:
+ cell_type:
+ type: string
+ default: PEM
+ description: Cell electrochemistry (PEM, alkaline, or other)
+ PEM_params:
+ type: object
+ default:
+ cell_area: 1001
+ turndown_ratio: 0.1
+ max_current_density: 2
+ description: PEM cell parameters
+ properties:
+ cell_area:
+ type: number
+ default: 1000
+ description: Area of individual Cells in the Stack (cm^2)
+ unit: cm^2
+ turndown_ratio:
+ type: number
+ minimum: 0
+ maximum: 1
+ default: 0.1
+ description: Minimum operating power as a fraction of rated power
+ max_current_density:
+ type: number
+ default: 2
+ units: A/cm^2
+ description: Maximum current density
+ ALK_params:
+ type: object
+ default: {}
+ description: Alkaline cell parameters
+ properties:
+ model:
+ type: string
+ default: default_hri
+ description: Alkaline cell construction
+ pressure_operating:
+ type: number
+ default: 1
+ unit: bar
+ description: Cell operating pressure
+ turndown_ratio:
+ type: number
+ minimum: 0
+ maximum: 1
+ default: 0.25
+ description: Minimum operating power as a fraction of rated power
+ max_current_density:
+ type: number
+ units: A/cm^2
+ description: Maximum current density
+ electrode:
+ type: object
+ default: {}
+ description: Alkaline electrode parameters
+ properties:
+ A_electrode:
+ type: number
+ default: 300
+ description: electrode total area
+ units: cm^2
+ e_a:
+ type: number
+ default: 0.2
+ description: anode thickness
+ units: cm
+ e_c:
+ type: number
+ default: 0.2
+ description: cathode thickness
+ units: cm
+ d_am:
+ type: number
+ default: 0.125
+ description: anode-membrane distance
+ units: cm
+ d_cm:
+ type: number
+ default: 0.125
+ description: cathode-membrane distance
+ units: cm
+ d_ac:
+ type: number
+ default: 0.25
+ description: anode-cathode distance
+ units: cm
+ electrolyte:
+ type: object
+ default: {}
+ description: Alkaline electrolyte parameters
+ properties:
+ w_koh:
+ type: number
+ default: 30
+ minimum: 25
+ maximum: 33
+ units: wt. %
+ description: Percent KOH by weight
+ membrane:
+ type: object
+ default: {}
+ description: Alkaline membrane parameters
+ properties:
+ A_membrane:
+ type: number
+ default: 300
+ units: cm^2
+ description: membrane surface area
+ e_m:
+ type: number
+ default: 0.05
+ units: cm
+ description: membrane thickness
costs:
type: object
diff --git a/electrolyzer/lcoh.py b/electrolyzer/lcoh.py
index bff89a3..8dec798 100644
--- a/electrolyzer/lcoh.py
+++ b/electrolyzer/lcoh.py
@@ -1,11 +1,12 @@
"""
This module defines the Hydrogen Electrolyzer control code.
"""
+
import numpy as np
import pandas as pd
from attrs import field, define
-from .type_dec import NDArrayFloat, FromDictMixin
+from electrolyzer.type_dec import NDArrayFloat, FromDictMixin
@define
diff --git a/electrolyzer/stack.py b/electrolyzer/stack.py
index b206f2b..1c379ee 100644
--- a/electrolyzer/stack.py
+++ b/electrolyzer/stack.py
@@ -1,4 +1,7 @@
"""This module defines a Hydrogen Electrolyzer Stack."""
+
+from typing import Union
+
import numpy as np
import scipy
import pandas as pd
@@ -6,39 +9,50 @@
from attrs import field, define
from scipy.signal import tf2ss, cont2discrete
-from .cell import Cell, electrolyzer_model
-from .type_dec import NDArrayFloat, FromDictMixin, array_converter
+from electrolyzer.PEM_cell import PEMCell, PEM_electrolyzer_model
+from electrolyzer.type_dec import NDArrayFloat, FromDictMixin, array_converter
+from electrolyzer.alkaline_cell import AlkalineCell, ael_electrolyzer_model
@define
class Stack(FromDictMixin):
# Stack parameters #
####################
- cell_area: float
- max_current: float
- temperature: float
- n_cells: int
- dt: float
+ dt: float = field()
+ cell_type: str = field()
+ temperature: float = field()
+ n_cells: int = field()
+
+ degradation: dict = field()
+ cell_params: dict = field()
+
+ stack_rating_kW: float = field(default=None)
+ include_degradation_penalty: bool = field(default=True)
+ max_current: float = field(default=1000) # TODO this is a bad default, fix later
- min_power: float = None
- stack_rating_kW: float = None
+ min_power: float = field(default=None)
+
+ turndown_ratio: float = field(init=False)
+ cell_area: float = field(init=False)
# initialized in __attrs_post_init
- cell: Cell = field(init=False)
+ cell: Union[PEMCell, AlkalineCell] = field(init=False)
fit_params: NDArrayFloat = field(init=False)
stack_rating: float = field(init=False)
+ electrolyzer_model = field(init=False)
# Degradation state #
#####################
+ rate_steady: float = field(init=False) # conversion factor for steady degradation
+ rate_fatigue: float = field(init=False) # conversion factor for fatigue degradation
+ rate_onoff: float = field(init=False) # conversion factor for on off degradation
+
# [s] amount of time this electrolyzer stack has been running
uptime: float = field(init=False, default=0)
cell_voltage: float = field(init=False, default=0)
- # conversion factor from steady to degradation V
- rate_steady: float = field(init=False, default=1.41737929e-10)
-
# [V] degradation penalty from steady operation only
d_s: float = field(init=False, default=0)
@@ -58,23 +72,15 @@ class Stack(FromDictMixin):
init=False, default=[], converter=array_converter
)
- # conversion factor from rf_track to degradation V
- rate_fatigue: float = field(init=False, default=3.33330244e-07)
-
# [V] degradation from fluctuating power only
d_f: float = field(init=False, default=0)
# numer of times the stack has been turned off
cycle_count: int = field(init=False, default=0)
- # conversion from cycle_count to degradation V
- rate_onoff: float = field(init=False, default=1.47821515e-04)
-
# [V] degradation from on/off cycling only
d_o: float = field(init=False, default=0)
- include_degradation_penalty: bool = True
-
# [V] running degradation voltage penalty
V_degradation: float = field(init=False, default=0)
@@ -122,8 +128,43 @@ def __attrs_post_init__(self) -> None:
# Stack parameters #
####################
- # TODO: let's make this more seamless
- self.cell = Cell.from_dict({"cell_area": self.cell_area})
+ if self.cell_type == "PEM":
+ # initialize electrolzyer cell model
+ self.cell = PEMCell.from_dict(self.cell_params["PEM_params"])
+
+ # set degradation rates
+ self.rate_steady = self.degradation["PEM_params"]["rate_steady"]
+ self.rate_fatigue = self.degradation["PEM_params"]["rate_fatigue"]
+ self.rate_onoff = self.degradation["PEM_params"]["rate_onoff"]
+
+ # electrolyzer_model for current calculation
+ self.electrolyzer_model = PEM_electrolyzer_model
+
+ elif self.cell_type == "alkaline":
+ # initialize electrolyzer cell model
+ self.cell = AlkalineCell.from_dict(self.cell_params["ALK_params"])
+
+ # set degradation rates
+ self.rate_steady = self.degradation["ALK_params"]["rate_steady"]
+ self.rate_fatigue = self.degradation["ALK_params"]["rate_fatigue"]
+ self.rate_onoff = self.degradation["ALK_params"]["rate_onoff"]
+
+ # electrolyzer_model for current calculation
+ self.electrolyzer_model = ael_electrolyzer_model
+
+ # [kW] nameplate power rating
+ self.stack_rating_kW = self.stack_rating_kW or self.calc_stack_power(
+ self.max_current
+ )
+
+ self.stack_rating = self.stack_rating_kW * 1e3 # [W] nameplate rating
+
+ # set minimum power
+ if self.cell_type == "PEM":
+ self.turndown_ratio = self.cell_params["PEM_params"]["turndown_ratio"]
+ elif self.cell_type == "alkaline":
+ self.turndown_ratio = self.cell_params["ALK_params"]["turndown_ratio"]
+ self.min_power = self.min_power or (self.turndown_ratio * self.stack_rating)
self.fit_params = self.create_polarization()
@@ -150,15 +191,6 @@ def __attrs_post_init__(self) -> None:
]
)
- # [kW] nameplate power rating
- self.stack_rating_kW = self.stack_rating_kW or self.calc_stack_power(
- self.max_current
- )
-
- self.stack_rating = self.stack_rating_kW * 1e3 # [W] nameplate rating
-
- # [W] cannot operate at less than 10% of rated power
- self.min_power = self.min_power or (0.1 * self.stack_rating)
# self.h2_pres_out = 31 # H2 outlet pressure (bar)
self.DTSS = self.calc_state_space()
@@ -172,7 +204,7 @@ def run(self, P_in):
"""
self.update_status()
- I = electrolyzer_model((P_in / 1e3, self.temperature), *self.fit_params)
+ I = self.electrolyzer_model((P_in / 1e3, self.temperature), *self.fit_params)
V = self.cell.calc_cell_voltage(I, self.temperature)
if self.stack_on:
@@ -186,7 +218,7 @@ def run(self, P_in):
self.update_temperature(I, V)
self.update_degradation()
power_left -= self.calc_stack_power(I, V) * 1e3
- H2_mfr = self.cell.calc_mass_flow_rate(I) * self.n_cells
+ H2_mfr = self.cell.calc_mass_flow_rate(self.temperature, I) * self.n_cells
self.stack_state, H2_mfr = self.update_dynamics(H2_mfr, self.stack_state)
H2_mass_out = H2_mfr * self.dt
@@ -232,6 +264,7 @@ def create_polarization(self):
pieces = []
prev_temp = self.temperature
for temp in np.arange(40, 60 + 5, 5):
+ # for temp in np.arange(self.temperature - 5, self.temperature + 10, 5):
self.temperature = temp
powers = self.calc_stack_power(currents)
tmp = pd.DataFrame({"current_A": currents, "power_kW": powers})
@@ -245,7 +278,7 @@ def create_polarization(self):
# use curve_fit routine
fitobj, fitcov = scipy.optimize.curve_fit(
- electrolyzer_model,
+ self.electrolyzer_model,
(df.power_kW.values, df.temp_C.values),
df.current_A.values,
p0=paramsinitial,
@@ -259,7 +292,7 @@ def convert_power_to_current(self, Pdc, T):
T [degC]: stack temperature
return :: Idc [A]: stack current
"""
- Idc = electrolyzer_model((Pdc, T), *self.fit_params)
+ Idc = self.electrolyzer_model((Pdc, T), *self.fit_params)
return Idc
def curtail_power(self, P_in):
diff --git a/electrolyzer/supervisor.py b/electrolyzer/supervisor.py
index 7b87a08..3ca8745 100644
--- a/electrolyzer/supervisor.py
+++ b/electrolyzer/supervisor.py
@@ -1,12 +1,13 @@
"""
This module defines the Hydrogen Electrolyzer control code.
"""
+
import numpy as np
import numpy.typing as npt
from attrs import field, define
-from .stack import Stack
-from .type_dec import NDArrayInt, NDArrayFloat, FromDictMixin
+from electrolyzer.stack import Stack
+from electrolyzer.type_dec import NDArrayInt, NDArrayFloat, FromDictMixin
@define
@@ -15,14 +16,17 @@ class Supervisor(FromDictMixin):
####################
dt: float
+ supervisor: dict
+ controller: dict
stack: dict
+ degradation: dict
+ cell_params: dict
costs: dict # TODO: should this be connected here?
- control: dict
initialize: bool = False
initial_power_kW: float = 0.0
name: str = field(default="electrolyzer_001")
- description: str = field(default="A PEM electrolyzer model")
+ description: str = field(default="An electrolyzer model")
control_type: str = field(init=False, default="BaselineDeg")
n_stacks: int = field(init=False, default=1)
@@ -98,8 +102,8 @@ def __attrs_post_init__(self) -> None:
'EHOV': eager on, hesitant off, rotation order, variable power dist
'EHOE': eager on, hesitant off, rotation order, even power dist
"""
- self.control_type = self.control["control_type"]
- self.n_stacks = self.control["n_stacks"]
+ self.control_type = self.controller["control_type"]
+ self.n_stacks = self.supervisor["n_stacks"]
if "sequential" in self.control_type.lower():
# TODO: current filter width hardcoded at 5 min, make an input
@@ -109,11 +113,11 @@ def __attrs_post_init__(self) -> None:
self.past_power = [0]
if "Decision" in self.control_type:
- self.eager_on = self.control["policy"]["eager_on"]
- self.eager_off = self.control["policy"]["eager_off"]
- self.sequential = self.control["policy"]["sequential"]
- self.even_dist = self.control["policy"]["even_dist"]
- self.baseline = self.control["policy"]["baseline"]
+ self.eager_on = self.controller["policy"]["eager_on"]
+ self.eager_off = self.controller["policy"]["eager_off"]
+ self.sequential = self.controller["policy"]["sequential"]
+ self.even_dist = self.controller["policy"]["even_dist"]
+ self.baseline = self.controller["policy"]["baseline"]
self.active_constant = np.zeros(self.n_stacks)
self.active = np.zeros(self.n_stacks)
@@ -132,14 +136,8 @@ def __attrs_post_init__(self) -> None:
self.initialize_plant_stacks()
# Establish system rating
- if "system_rating_MW" in self.control:
- self.system_rating_MW = self.control["system_rating_MW"]
- else:
- self.n_stacks * self.stack_rating_kW / 1e3
-
- # Establish system rating
- if "system_rating_MW" in self.control:
- self.system_rating_MW = self.control["system_rating_MW"]
+ if "system_rating_MW" in self.supervisor:
+ self.system_rating_MW = self.supervisor["system_rating_MW"]
else:
self.n_stacks * self.stack_rating_kW / 1e3
@@ -147,6 +145,9 @@ def create_electrolyzer_stacks(self):
# initialize electrolyzer objects
stacks = np.empty(self.n_stacks, Stack)
self.stack["dt"] = self.dt
+ self.stack["degradation"] = self.degradation
+ self.stack["cell_params"] = self.cell_params
+
for i in range(self.n_stacks):
stacks[i] = Stack.from_dict(self.stack)
# TODO: replace with proper logging
@@ -214,6 +215,8 @@ def get_power_distribution(self, power_in):
elif self.control_type == "DecisionControl":
stack_power = self.decision_ctrl(power_in)
curtailed_wind = 0
+ else:
+ print("Supervisor control_type not recognized")
return stack_power, curtailed_wind
@@ -639,13 +642,13 @@ def decision_ctrl(self, power_in):
def check_turn_on_off(self, P_avail):
max_num_active = min(
- [self.n_stacks, int(np.floor(P_avail / 1e3 / self.stack_min_power))]
+ [self.n_stacks, int(np.floor(P_avail / self.stack_min_power))]
) # maximum possible number of electrolzyers running
min_num_active = min(
[
self.n_stacks,
int(
- (P_avail / 1e3 > self.stack_min_power)
+ (P_avail > self.stack_min_power)
* np.ceil(P_avail / self.stack_rating)
),
]
@@ -687,10 +690,10 @@ def check_turn_on_off(self, P_avail):
# Option 4: eager on, eager off has very frequent switching - not useful
if self.baseline:
- if P_avail / 1e3 > self.n_stacks * self.stack_min_power:
+ if P_avail > self.n_stacks * self.stack_min_power:
num_on = max([0, self.n_stacks - n_active])
num_off = 0
- elif P_avail / 1e3 < self.n_stacks * self.stack_min_power:
+ elif P_avail < self.n_stacks * self.stack_min_power:
num_on = 0
num_off = min([self.n_stacks, n_active])
@@ -751,11 +754,13 @@ def distribute_power(self, P_avail):
for i, a in enumerate(self.active):
if a:
- P_i[i] += self.stack_min_power * 1e3
- P_avail -= self.stack_min_power * 1e3
+ P_i[i] += self.stack_min_power
+ P_avail -= self.stack_min_power
if (self.even_dist or self.baseline) & (sum(self.active) > 0):
- P_indv = P_avail / sum(self.active) # check this if power gets too large
+ P_indv = np.min(
+ [P_avail / sum(self.active), self.stack_rating - self.stack_min_power]
+ )
for i, a in enumerate(self.active):
if a:
P_i[i] += P_indv
@@ -769,9 +774,9 @@ def distribute_power(self, P_avail):
for i, a in enumerate(self.active):
if a:
- if P_avail >= (self.stack_rating - self.stack_min_power * 1e3):
- P_i[i] += self.stack_rating - self.stack_min_power * 1e3
- P_avail -= self.stack_rating - self.stack_min_power * 1e3
+ if P_avail >= (self.stack_rating - self.stack_min_power):
+ P_i[i] += self.stack_rating - self.stack_min_power
+ P_avail -= self.stack_rating - self.stack_min_power
elif P_avail >= 0:
P_i[i] += P_avail
P_avail -= P_avail
diff --git a/electrolyzer/type_dec.py b/electrolyzer/type_dec.py
index 530367b..713878b 100644
--- a/electrolyzer/type_dec.py
+++ b/electrolyzer/type_dec.py
@@ -1,6 +1,7 @@
"""
This module provides utilities for serializing/deserializing classes using `attrs`.
"""
+
from typing import Any, Tuple, Union, Callable, Iterable
import attrs
diff --git a/examples/example_01_polarization/example_run.py b/examples/example_01_polarization/example_run.py
index e9115db..e586b18 100644
--- a/examples/example_01_polarization/example_run.py
+++ b/examples/example_01_polarization/example_run.py
@@ -1,32 +1,48 @@
"""
This example runs the Electrolyzer on its own and generates polarization curves.
"""
+
import numpy as np
import matplotlib.pyplot as plt
-from electrolyzer import Stack, electrolyzer_model
-
+from electrolyzer import Stack
+from electrolyzer.PEM_cell import PEM_electrolyzer_model as electrolyzer_model
-n_cells = 100 # number of cells in stack
-cell_area = 1000 # cell area, cm^2
-temperature = 60 # temperature
-max_current = 2000
stack_dict = {
- "n_cells": n_cells,
- "cell_area": cell_area,
- "temperature": temperature,
- "max_current": max_current,
+ "cell_type": "PEM",
+ "max_current": 2000,
+ "temperature": 60,
+ "n_cells": 100,
+ "cell_params": {
+ "cell_type": "PEM",
+ "PEM_params": {
+ "cell_area": 1000,
+ "turndown_ratio": 0.1,
+ "max_current_density": 2,
+ },
+ },
+ "degradation": {
+ "PEM_params": {
+ "rate_steady": 1.41737929e-10,
+ "rate_fatigue": 3.33330244e-07,
+ "rate_onoff": 1.47821515e-04,
+ }
+ },
+ "dt": 1,
}
elec = Stack.from_dict(stack_dict)
cur = np.linspace(0, 2500, 100)
p_fit = elec.calc_stack_power(
- electrolyzer_model((elec.calc_stack_power(cur), temperature), *elec.fit_params)
+ electrolyzer_model(
+ (elec.calc_stack_power(cur), stack_dict["temperature"]), *elec.fit_params
+ )
)
+
p_actual = elec.calc_stack_power(cur)
-voltage = elec.cell.calc_cell_voltage(cur, temperature)
+voltage = elec.cell.calc_cell_voltage(cur, stack_dict["temperature"])
fit_error = p_actual - p_fit
fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True)
diff --git a/examples/example_02_electrolyzer/example_run.ipynb b/examples/example_02_electrolyzer/example_run.ipynb
index 56d0aa8..33599cc 100644
--- a/examples/example_02_electrolyzer/example_run.ipynb
+++ b/examples/example_02_electrolyzer/example_run.ipynb
@@ -12,7 +12,7 @@
},
{
"cell_type": "code",
- "execution_count": 38,
+ "execution_count": 1,
"id": "ce8c956a",
"metadata": {},
"outputs": [],
@@ -25,7 +25,7 @@
},
{
"cell_type": "code",
- "execution_count": 39,
+ "execution_count": 2,
"id": "e79a3fbd",
"metadata": {},
"outputs": [],
@@ -67,8 +67,8 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: user 14 s, sys: 127 ms, total: 14.1 s\n",
- "Wall time: 14.6 s\n"
+ "CPU times: total: 27.9 s\n",
+ "Wall time: 31.1 s\n"
]
}
],
@@ -343,7 +343,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 9,
"id": "c05b73d8",
"metadata": {},
"outputs": [],
@@ -351,14 +351,14 @@
"modeling_input2 = load_modeling_yaml(fname_input_modeling)\n",
"\n",
"# change the number of stacks\n",
- "modeling_input2[\"electrolyzer\"][\"control\"][\"n_stacks\"] = 6\n",
+ "modeling_input2[\"electrolyzer\"][\"controller\"][\"n_stacks\"] = 6\n",
"\n",
"elec_sys2, result_df2 = run_electrolyzer(modeling_input2, power_test_signal)"
]
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 10,
"id": "9a5c9fe1",
"metadata": {},
"outputs": [
@@ -394,26 +394,26 @@
"
stack_1_curr_density \n",
" stack_2_deg \n",
" ... \n",
- " stack_5_cycles \n",
- " stack_5_uptime \n",
- " stack_5_kg_rate \n",
- " stack_5_curr_density \n",
- " stack_6_deg \n",
- " stack_6_fatigue \n",
" stack_6_cycles \n",
" stack_6_uptime \n",
" stack_6_kg_rate \n",
" stack_6_curr_density \n",
+ " stack_7_deg \n",
+ " stack_7_fatigue \n",
+ " stack_7_cycles \n",
+ " stack_7_uptime \n",
+ " stack_7_kg_rate \n",
+ " stack_7_curr_density \n",
" \n",
" \n",
" \n",
" \n",
" 28805 \n",
" 3.399991e+06 \n",
- " 0.399991 \n",
- " 0.012184 \n",
+ " 0.0 \n",
+ " 0.0139 \n",
" 0.00001 \n",
- " 5.746237e-07 \n",
+ " 6.967001e-07 \n",
" 0.0 \n",
" 28806.0 \n",
" 0.002031 \n",
@@ -421,23 +421,23 @@
" 0.00001 \n",
" ... \n",
" 0.0 \n",
- " 28802.0 \n",
- " 0.002031 \n",
- " 2.08729 \n",
- " 0.000009 \n",
- " 8.412677e-07 \n",
- " 0.0 \n",
" 28801.0 \n",
" 0.002031 \n",
" 2.08729 \n",
+ " 0.000008 \n",
+ " 7.114274e-07 \n",
+ " 0.0 \n",
+ " 28800.0 \n",
+ " 0.001717 \n",
+ " 1.764666 \n",
" \n",
" \n",
" 28806 \n",
" 3.399995e+06 \n",
- " 0.399995 \n",
- " 0.012184 \n",
+ " 0.0 \n",
+ " 0.0139 \n",
" 0.00001 \n",
- " 5.746237e-07 \n",
+ " 6.967001e-07 \n",
" 0.0 \n",
" 28807.0 \n",
" 0.002031 \n",
@@ -445,23 +445,23 @@
" 0.00001 \n",
" ... \n",
" 0.0 \n",
- " 28803.0 \n",
- " 0.002031 \n",
- " 2.08729 \n",
- " 0.000009 \n",
- " 8.412677e-07 \n",
- " 0.0 \n",
" 28802.0 \n",
" 0.002031 \n",
" 2.08729 \n",
+ " 0.000008 \n",
+ " 7.114274e-07 \n",
+ " 0.0 \n",
+ " 28801.0 \n",
+ " 0.001717 \n",
+ " 1.764680 \n",
" \n",
" \n",
" 28807 \n",
" 3.399998e+06 \n",
- " 0.399998 \n",
- " 0.012184 \n",
+ " 0.0 \n",
+ " 0.0139 \n",
" 0.00001 \n",
- " 5.746237e-07 \n",
+ " 6.967001e-07 \n",
" 0.0 \n",
" 28808.0 \n",
" 0.002031 \n",
@@ -469,23 +469,23 @@
" 0.00001 \n",
" ... \n",
" 0.0 \n",
- " 28804.0 \n",
- " 0.002031 \n",
- " 2.08729 \n",
- " 0.000009 \n",
- " 8.412677e-07 \n",
- " 0.0 \n",
" 28803.0 \n",
" 0.002031 \n",
" 2.08729 \n",
+ " 0.000008 \n",
+ " 7.114274e-07 \n",
+ " 0.0 \n",
+ " 28802.0 \n",
+ " 0.001717 \n",
+ " 1.764690 \n",
" \n",
" \n",
" 28808 \n",
" 3.399999e+06 \n",
- " 0.399999 \n",
- " 0.012184 \n",
+ " 0.0 \n",
+ " 0.0139 \n",
" 0.00001 \n",
- " 5.746237e-07 \n",
+ " 6.967001e-07 \n",
" 0.0 \n",
" 28809.0 \n",
" 0.002031 \n",
@@ -493,23 +493,23 @@
" 0.00001 \n",
" ... \n",
" 0.0 \n",
- " 28805.0 \n",
- " 0.002031 \n",
- " 2.08729 \n",
- " 0.000009 \n",
- " 8.412677e-07 \n",
- " 0.0 \n",
" 28804.0 \n",
" 0.002031 \n",
" 2.08729 \n",
+ " 0.000008 \n",
+ " 7.114274e-07 \n",
+ " 0.0 \n",
+ " 28803.0 \n",
+ " 0.001717 \n",
+ " 1.764696 \n",
" \n",
" \n",
" 28809 \n",
" 3.400000e+06 \n",
- " 0.400000 \n",
- " 0.012184 \n",
+ " 0.0 \n",
+ " 0.0139 \n",
" 0.00001 \n",
- " 5.746237e-07 \n",
+ " 6.967001e-07 \n",
" 0.0 \n",
" 28810.0 \n",
" 0.002031 \n",
@@ -517,28 +517,28 @@
" 0.00001 \n",
" ... \n",
" 0.0 \n",
- " 28806.0 \n",
- " 0.002031 \n",
- " 2.08729 \n",
- " 0.000009 \n",
- " 8.412677e-07 \n",
- " 0.0 \n",
" 28805.0 \n",
" 0.002031 \n",
" 2.08729 \n",
+ " 0.000008 \n",
+ " 7.114274e-07 \n",
+ " 0.0 \n",
+ " 28804.0 \n",
+ " 0.001717 \n",
+ " 1.764698 \n",
" \n",
" \n",
"\n",
- "5 rows × 39 columns
\n",
+ "5 rows × 45 columns
\n",
""
],
"text/plain": [
- " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n",
- "28805 3.399991e+06 0.399991 0.012184 0.00001 5.746237e-07 \n",
- "28806 3.399995e+06 0.399995 0.012184 0.00001 5.746237e-07 \n",
- "28807 3.399998e+06 0.399998 0.012184 0.00001 5.746237e-07 \n",
- "28808 3.399999e+06 0.399999 0.012184 0.00001 5.746237e-07 \n",
- "28809 3.400000e+06 0.400000 0.012184 0.00001 5.746237e-07 \n",
+ " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n",
+ "28805 3.399991e+06 0.0 0.0139 0.00001 6.967001e-07 \n",
+ "28806 3.399995e+06 0.0 0.0139 0.00001 6.967001e-07 \n",
+ "28807 3.399998e+06 0.0 0.0139 0.00001 6.967001e-07 \n",
+ "28808 3.399999e+06 0.0 0.0139 0.00001 6.967001e-07 \n",
+ "28809 3.400000e+06 0.0 0.0139 0.00001 6.967001e-07 \n",
"\n",
" stack_1_cycles stack_1_uptime stack_1_kg_rate stack_1_curr_density \\\n",
"28805 0.0 28806.0 0.002031 2.08729 \n",
@@ -547,31 +547,31 @@
"28808 0.0 28809.0 0.002031 2.08729 \n",
"28809 0.0 28810.0 0.002031 2.08729 \n",
"\n",
- " stack_2_deg ... stack_5_cycles stack_5_uptime stack_5_kg_rate \\\n",
- "28805 0.00001 ... 0.0 28802.0 0.002031 \n",
- "28806 0.00001 ... 0.0 28803.0 0.002031 \n",
- "28807 0.00001 ... 0.0 28804.0 0.002031 \n",
- "28808 0.00001 ... 0.0 28805.0 0.002031 \n",
- "28809 0.00001 ... 0.0 28806.0 0.002031 \n",
+ " stack_2_deg ... stack_6_cycles stack_6_uptime stack_6_kg_rate \\\n",
+ "28805 0.00001 ... 0.0 28801.0 0.002031 \n",
+ "28806 0.00001 ... 0.0 28802.0 0.002031 \n",
+ "28807 0.00001 ... 0.0 28803.0 0.002031 \n",
+ "28808 0.00001 ... 0.0 28804.0 0.002031 \n",
+ "28809 0.00001 ... 0.0 28805.0 0.002031 \n",
"\n",
- " stack_5_curr_density stack_6_deg stack_6_fatigue stack_6_cycles \\\n",
- "28805 2.08729 0.000009 8.412677e-07 0.0 \n",
- "28806 2.08729 0.000009 8.412677e-07 0.0 \n",
- "28807 2.08729 0.000009 8.412677e-07 0.0 \n",
- "28808 2.08729 0.000009 8.412677e-07 0.0 \n",
- "28809 2.08729 0.000009 8.412677e-07 0.0 \n",
+ " stack_6_curr_density stack_7_deg stack_7_fatigue stack_7_cycles \\\n",
+ "28805 2.08729 0.000008 7.114274e-07 0.0 \n",
+ "28806 2.08729 0.000008 7.114274e-07 0.0 \n",
+ "28807 2.08729 0.000008 7.114274e-07 0.0 \n",
+ "28808 2.08729 0.000008 7.114274e-07 0.0 \n",
+ "28809 2.08729 0.000008 7.114274e-07 0.0 \n",
"\n",
- " stack_6_uptime stack_6_kg_rate stack_6_curr_density \n",
- "28805 28801.0 0.002031 2.08729 \n",
- "28806 28802.0 0.002031 2.08729 \n",
- "28807 28803.0 0.002031 2.08729 \n",
- "28808 28804.0 0.002031 2.08729 \n",
- "28809 28805.0 0.002031 2.08729 \n",
+ " stack_7_uptime stack_7_kg_rate stack_7_curr_density \n",
+ "28805 28800.0 0.001717 1.764666 \n",
+ "28806 28801.0 0.001717 1.764680 \n",
+ "28807 28802.0 0.001717 1.764690 \n",
+ "28808 28803.0 0.001717 1.764696 \n",
+ "28809 28804.0 0.001717 1.764698 \n",
"\n",
- "[5 rows x 39 columns]"
+ "[5 rows x 45 columns]"
]
},
- "execution_count": 8,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -590,7 +590,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 11,
"id": "2c64a4b5",
"metadata": {},
"outputs": [
@@ -600,13 +600,13 @@
""
]
},
- "execution_count": 9,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
+ "image/png": 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g8XjwxhtvoLa2FmvXrgUALFmyBI2NjXjllVcAAM899xyGDRuGcePGwe/349VXX8XKlSuxcuVKOb8GQRAEQRAaRFaR1NLSgttuuw1OpxMOhwMTJ07E2rVrcfnllwMAnE4n6uvrhev9fj8WL16MxsZGZGRkYNy4cVizZg3mz58v11cgCIIgCEKjKC4mSWzk8GkSBEEQBDE45Fi/FVMniSAIgiAIQkmQSCIIgiAIgkgAiSSCIAiCIIgEkEhKI7sbXej0BeVuBpEiPM+jvdMHfzAsd1OIFAmEwmjr9CEc1lWopabo9gfR0e2XuxnEIGjv9KGurUvuZqQFxdVJUitdviCu+u1mcBxwxbhSPH39BORnWeRuFpEkHx1sw4/e2o3DbV3Ishjx7Uuqcf/sUTAZaR+hBsJhHi9ursNvPzgAtzeIitwM/Oiqs3HF+FK5m0YkiccbwBNv78U/djQiGOYxdWgelt4wAaNK7HI3jUiSg60e/HDlLnxx9CSG5Gdi40Oz5G7SoKEVIE00u70oslvB88C/djfjG8s/hqsnIHeziCT48KtW3P7SZzgc3fl0+UP4zQcH8cOVu6Cz5E/V8uzar/D0u/vg9kYsuY0dPVjw6hdYte2YzC0jksEbCOGbL36GlduOIRi1Am49ehL/+cctONDikbl1RDIcbPXghj98jC+OngTHATy0MXeSSEoTI4qy8fkjl2HN/ZegzGHDoeNd+N+VO+VuFnEGWtxe3P/6doTCPK6eVI6dT8zBr26aBKOBw8ptx/Dm5w1yN5E4A//e04wXNh4GADx+9dnY++O5uPWCIQCA/121C4eOd8rZPCIJnnpnL75s6EBuphn/t6AGW5ZcikmVDpzsDuC+17fDFwzJ3USiH3zBEP77r1/A7Q3inKpcfPy/l2LTQ5fK3ay0QCIpzYwrd+CF26bCZODwr93N2PD1cbmbRPTDU+/shccXxKSqXPzyPychx2bG9ZMr8dDcMQCAp9fso/gIBdPtD+Lxf+wBAPz3jOH41sXVyLSY8NS14zFtVCH8wTAeXb1b5lYS/fFlQwf+9lmkaPDvbjkX5w3LR5kjAy/eeR4Ksiz4qtmDFR8dkbeRRL/8eVMdDh3vQmG2FS/eMRVljgy5m5Q2SCSJwIRKB+64aBgA4Kf/+opcNgpln9ONd3Y6YeCAZ64fD3Nc/NHd04ZjbFkOPL4glm84LGMrif7426f1aHZ7UZWfge9fNlp43GDg8Mz1E2AxGrDlcDs+PtQmYyuJ/li2bj94Hrh+cgUuGVUoPF6YbcWS+WMBAM/XHqLwBYXi8QawvPYQAOCRK89CQba2zkolkSQSC2eNRIbZiL1ONz462C53c4gE/HFDZGDPm1CGceWOXs8ZDRx+cHlk0f3rliOUtahAfMEQ/rQpImDvnTkSNrOx1/NV+Zm4+fwqAMAfPjwkefuIM7OnyYVNB9pgNHBYdPno056/fnIFRhVnw9UTwP8j17cief2zenh8QYwqzsa1kyrkbk7aIZEkEnlZFvzn1EoAwIqP6mRuDXEqrR4v/rnTCQD47owRCa+ZPbYYw4uy0OUPYfX2RimbRyTBuj0taHH7UJJjxfXnJp6cvzN9ODgO2HywDUc0kpKsJV7afAQAMH9CGaryM0973mjgcNcl1QCAVz89SqUdFEYozAuu0O9MHw6DgZO3QSJAIklEbo+63Gq/Po7jHp+8jSF68Y/tTQiFeUwekovxFY6E13Ach29eMBQA8NonR6VsHpEE//dFJHPtP6dWwWoyJrymMi8TM0cXAYjseAnl0O0P4l+7IxuVOy8a2ud1155TDrvNhKPt3dh8kNymSmLLoXY4XV7kZppxzTnlcjdHFEgkiciIomycU5WLUJjHP3aQJUIp8DyPldHU8BvPrez32hvPrYTZyOGrZg++plRkxeB09WDTgUhSxH9M6b8Pbzk/kun21o5GskQoiH/vaUa3P4RhBZk4d0hen9dlWky4NroAv/1lk1TNI5Jg1fbIPHrVxLI+Nypqh0SSyNwYncD/sYMGt1LY3+LBV80eWEwGXD2x/92PI9OM6aMiloh3ou45Qn7W7HSC54Hzh+VjaEFWv9fOGFMEu9WEFrcP2+pPStRC4kys3h6ZE6+bXAGO699Nw8bpv/c0UzkAhdDjD2Ht7mYAwPWT+9+oqBkSSSJzxbhScBywq9EFp6tH7uYQANbvaQEATB9VCEem+YzXXzWpDADwzs4mylRUCOv2Rvpw3oQzV9S2moy4/OwSAMCaXSR0lYDbG8DHUdfZNZPO7KY5b1g+SnKs8HiD2Pg1udyUwOaDbej2h1CZl4Fzh+TK3RzRIJEkMkV2q2BKfm9fq8ytIQDgva8i/TB7bElS1182tgQWowGHj3dp5jwiNXOyy4+tR04AiPRNMsyfEBG6/97dTEJXAWz6ug3BMI/hRVkYXpR9xusNBg7zxkf68P19LWI3j0iCD76K9MNlY0vOaAlUMySSJIBN5O/tpcEtN60eL75s6AAAzD6rOKnX2G1mnFcdEbq1+6k4qNx88FUrwjxwVqk9YUZUIi4ZVQiryYAmlxcHWqkCt9x8wDYqSY5BAJg5JuL23vD1cRK6MsPzPN6PbvovHUAfqhESSRJw+dmRH9GWQ+3o8ZM/XU4+jE7OEysdKM6xJf26maMjfUgV1OWHLbDMhZYMNrMRFwwvAABspD6UlXCYR+3+SB/OGsACe+HwAlhNBjhdXnzdQkJXTvY0udHq8SHTYsQFw/Plbo6okEiSgBFF2Shz2OAPhfHFUQoclZNNByLxDLPGDGz3MyO6i/3kcDu8ARK6chEO89hyOFKcdUY0tT9ZpkerOZPQlZddjS60d/lht5pw3rDkF1ib2YiaERGhy0QWIQ/s/l8yslCzWW0MEkkSwHGcMLg/ouMRZIPneXxyOBLLclG0P5JlVHE2yh02+IJhfFp3QozmEUnwdasHJ7r8yDAbMbEyd0CvnR4VVZ/VnSChKyOfREXuBcMLeh0FlAys5hXVS5IXNo9ePLLwDFeqHxJJEnHxiMiP6eNDdESJXBw63om2Th+sJgMmVeUO6LURoRvpw8/qqA/lYkt0/EwdlgeLaWDT16jibJTkWOELhrGNLLqywUTShSm4adgY/OLoSQRC4bS2i0iOQJxH5MLhA9tsqhESSRLBLEm7jnXQQY0ysSW6+zl3SN5p53wlw/nR4O3P62iBlQu2yagZoCUQiAjd86sjr/v8CPWhHITCPLYeSX2BHVWcjdxMM7r9Iexpcqe7eUQS7DzmQk8ghLxMM0YVnzkzUe2QSJKI8twMVBdmIcxDSF8mpIXtYFNZYAEIC+yOhg5y18hAKMzj02gfXjQiNTP/+cMiQnfrURqDcrC3yQ2PLwi7zYSxZTkDfr3BwAlxTGTRlQfBXVpdoMmz2k6FRJKETBkamaCp6q/08HxsgU3VRDysIBNFdiv8oTB2HnOls3lEEnzd4oHbG0SWxYjx5QNfYAFganSB3Xb0JILkrpGcT6PC5rxh+TCmuMBeUM1EEgldOWAxmVrPamOQSJIQVlRy29EOeRuiQxpO9KCt0w+zkcPEysQH2p6JiLuGdrFysSNa32pSVS5MAwz4ZYwpscNuM6HLH8I+J53FJzXCAlud+gJ7fpxIorP4pCUU5oV4vvMH0YdqgkSShJw7NBcA8OWxDoRocEvKjmMdAICzy3JSikdinDeUuWvIGig126MW2MmDOALBYOAwNdqHn5HbW1J4nheELrOqp8LZZTnIMBvh9gZxmCrgS8rh453o9AWRaTHirNLUrLlqg0SShIwqtiPbakK3P4T9zbSLlZId9R0AgHMGmNV2KudErYE7j7mo6q/EsAX2nKrUF1gg5nLbTm5vSWl2e3Hc44PRwGFceWrWXAAwGQ0YXxFZoFn1fEIa2BgcX+FI2V2qNkgkSYjRwAmLNMUlScuXUUvSQFP/T2VsmR1mI4cTXX4cO0kHFkuFxxsQjhMZrNBl7tZdjRRXJiVfNkTu9+gSOzIsgytAyGpksXFNSAO734Mdg2qCRJLEsNOSSSRJRyAUxu7ogjjYwW01xczMFLwtHRHLHVCZl4Eiu3VQ7zWxIhcAcLS9G65uKschFbEFNnUrEoNtdr6kMSgpQlzgAAu5qhkSSRLDBvdu2sVKxldOD3zBMHJsJlQXZg36/ZglYiftYiWDucbSsYN1ZJoxtCByMC5Zk6TjyzQusJOiY3Bfkxu+IJXjkAJvIISvoskOk9IgdNUCiSSJGV8R+XEdbO2kw24lYkecq43jBu9Hn0SmfsnZ0ZAeSyBjQnQc7mzsSMv7Ef0TDvPYFbX6DPQ4mUQMyc9EbqYZ/lBYWLgJcdnT5EYwzKMw24KK3Ay5myMZJJIkpthuRWG2BWEe+KqZKsZKwa40+9GZNXDXMRdlKUrEPmdkrDBxM1gEa2ADWZKk4HBbFzy+IGxmA0aXDL5KM8dxtFmRmHhLYDo2m2qBRJLEcFwss2M3ldWXBFYPZ1yKBQhPZWRxNjItRnT5Q6hr60zLexJ909HtR2NHJEh+bJr6cEI0LoncbdLAwgvGlTtSrnF1KkzoUuiCNLBjYManaaOiFkgkyQBbrPc20eAWm2AojP0tEZGUyjEIiTAaOIwptQMAFSSUgL1RK1JVfgZybOa0vOf4ihxwHNDY0YP2Tl9a3pPom31Rq/nZaRqDQGw80xiUBmbNTdc8qhZIJMkAU+J0QKP4HG7rgj8YRpbFiKq8zLS9b2yCpj4UG7YIjk1j8Tq7zYyh+ZHfw1dUs0x0hD4UQSR93eKhI2ZEJhAK42C0BEc6ha4aIJEkA8yS9JXTgwANblFhIuasspy0HsY4NmpJogVWfPZGNxNnp8nVxhhDfSgZXwnj0J629xyan4lMixG+YBhH2qnytpgcPt4FfyiMbKsJlXn6CdoGSCTJQlVeJuxWE/yhMA60UEyLmAgLbJp3P2RJkg7mbkt3H7J6V19RH4pKe6cPrR4fOC5ydl66MMS5vfeSy01UhM1mqT2tm001QCJJBgwGTghApQw3cdkrkh+dTc5Olxcd3f60vjcRwx8M42BrZAFMtyVpbBlZkqSA3d+h+ZnIsprS+t5sXJPQFRe9xiMBJJJkg+2oviZLkqjEYiHSt4MFIjEtVfkZvT6DSD8HWj0IhHjk2Expr83CLElft3iolIOIxKwQ6V9gyaIrDXtFcJeqBRJJMsFqhXzdQgusWLR6vGjr9MHAiTNBs/ekCVo84gN+012bZUh+JjLMFNMiNmIEbTPGUpapJDBrIFmSCMkYHbUk7SdTv2iwSrzDCrMGfaBmIgRTP7lMRYNtIs4qTf8O1mDgMJoFb9MiKxr7RLRCnBUdg81uL052kdtbDNo6fTgejSkTYxwqHRJJMsFEUmNHDzp9QZlbo03YApvOYNF4aBcrPgeifThK5D4koSsOYqeOZ1tNgtt7P1nlRYFtICLZhOmNKVMDJJJkIi/LIpxmfoAGtygcOh6ZnEcVD/4YhESwhfvQ8U6EKaZFFA60ituHZ5HQFZWj7ZHU8UyLUbTzvkYVR/qQiTEivRyIJk6MFmmjonRIJMkIs3BQGQBxYPd1hEgL7NCCTJgMHLr9ITS5ekT5DD3T7Q/i2MnIfRXLksTcbSyDjkgvTLiMLM4WLXWcCWgSSeIQ34d6hESSjIyKBm+TmTj98DwfZ4UQZ4E1Gw0YVpgFgCZoMTh8PBJMnZ9lQX6WRZTPYBN//YlueAMhUT5DzwgLbJF4C+wIEkmiQiJJRp5//nlMnDgROTk5yMnJQU1NDf71r3/1+5oNGzZgypQpsNlsGD58OJYvXy5Ra9NPrAwAiaR009bph6snAI4DhhdlifY5tIsVD2bmF3NyLsq2wm4zIcwDR9u7RfscvcLGhVjWXCD2+zhA1kBRYGELJJJkoLKyEs8++yy2bt2KrVu34tJLL8W1116LPXv2JLy+rq4O8+fPx7Rp07B9+3Y8/PDDuP/++7Fy5UqJW54eRpFIEg02OQ/Jz4TNnP7MNgabONhEQqQP5i4VKx4JADiOE/qQhG76ORgdFyNEtCSx/mtx++D2BkT7HD3S0e1HW2cka1DMPlQysoqkq6++GvPnz8fo0aMxevRoPP3008jOzsYnn3yS8Prly5djyJAheO655zB27FjcfffduOuuu7Bs2TKJW54eWK2kFrcPrh4a3OmExZiIaeYH4naxFFeWdsQO2maw3wiJpPQSDvM41BpxmYpphcixmVGSE0mCoT5ML+x+ljtsaa+WrhYUE5MUCoXwxhtvoKurCzU1NQmv2bJlC+bMmdPrsblz52Lr1q0IBNQnMuw2M4qjGW51bVTMLp0IfvQScRdYtrs6eLwTPE8ZbunkEBNJImfVjCBroCg43V70BEIwGTgMLcgU9bMow00cpHCXKh3ZRdKuXbuQnZ0Nq9WKBQsWYPXq1Tj77LMTXtvc3IySkpJej5WUlCAYDKKtrS3ha3w+H9xud68/JcHiZQ7TBJ1WDkgQMApERBLHAR3dAbRTMbu04QuGhCrYZElSJ+x+DivMgtko7lJDLlNx0HvQNqAAkTRmzBjs2LEDn3zyCb773e/ijjvuwN69e/u8/tSjCdjuva8jC5YuXQqHwyH8VVVVpa/xaaC6MPLjY5k8RHo4KJEVIsNiRGVepP4LudzSR11bF8I8kGMzCfXExILtkg+3Ub2rdCJFZhuDRJI4HNR50DagAJFksVgwcuRITJ06FUuXLsWkSZPw61//OuG1paWlaG5u7vVYa2srTCYTCgoKEr5myZIlcLlcwl9DQ0Pav8NgGMEsSW00uNOFqyeAVo8PQOz+isnIOJcbkR6Y4BxZnJ32M9tOpSovAxajAd5AGI0dVO8qXUhphaAMN3GQUugqFdlF0qnwPA+fz5fwuZqaGqxfv77XY+vWrcPUqVNhNpsTvsZqtQolBtifkoi528iSlC7YwC5z2GC3Jf5dpBMhw412sWmDxehJkVFjMhpQzepdkdBNG4eEeBYJNirRMXjsZA/Vu0oTPf6QsGkgS5JMPPzww9i0aROOHDmCXbt24ZFHHkFtbS1uvfVWABEr0O233y5cv2DBAhw9ehSLFi3Cvn378NJLL+HFF1/E4sWL5foKg2Z41N1W19ZFpv40wRZYMesjxcMWcgr8TR+sD1mxTrFhCzkJ3fQhuGqKxD/OoiDLArvNBJ7qXaWNQ8c7wfNAXqYZBdniuryVjKwiqaWlBbfddhvGjBmD2bNn49NPP8XatWtx+eWXAwCcTifq6+uF66urq/Huu++itrYW55xzDp566in85je/wY033ijXVxg0lXkZMBs5+IJk6k8XR9gCWyDNAssWchZoTAweJpKqJRJJI0noppWTXX6ciCYySLFZ4ThO+K1QpnB6iG029WtFAgBZCx+8+OKL/T7/8ssvn/bYjBkzsG3bNpFaJD0mowFDC7JwsLUTdW1dqMoXN1VWD9S1SyuS2OTceLIH/mAYFpPivNiq44jUfVhEC2w6Yf1XkmOVrL7OsIIs7Dzmos1KmpB6s6lUaDZXAMMLqQxAOjkisaum2G5FpsWIMB85A4wYHB3dfnR0R+qeDSuUZtMwNLoQkKsmPUgtcoE4iy4J3bRwJDoWqiUag0qFRJICqBYy3GhwDxae54VJUqrBzXGcsMjSBD14mDWnNMeGTIs0VojqaP85XV70+Cnwd7AcaYsssFKKpOHkbksrgtCVaLOpVEgkKYARVCspbbR1+tHlD8HAQVLXJRNkZOofPLGgben6LzfTjBxbRJCRNXDwHJVhgaXYwPRyVAZroBIhkaQAqOp2+mATZHluBqwm8Q62PRU2kdAEPXiOSBy0DfQO/KU+HDx17cySJOFGJToGW9w+dPmCkn2uFvF4A8LBtmIfKaN0SCQpADY5O91eqvExSKTOimLE4iHICjFY6oRYCGn7kFym6UMOS5Ij04y8zEhdNBK6g4PF5hVmWySpNadkSCQpgPwsC7KtkRofx07SIjsY5MrIoPTj9CFXH8bcNTQGB0N84L3UVgjarKSHOspsEyCRpAA4jsOQaPwMDe7BwXaQkk/O0cmkyUUVfwdD78B7iUVSARuDJHQHAxOZJTlWyQLvGdXk9k4LbAwMJZFEIkkpsEX9KAWNDoq6NnlcNYXZMWtgA/VhyrR1+uHxBcFJHHgPxKwQR2mBHRRH2+VbYMmimx4o/T8GiSSFMCQqkuppgk4ZnudliYUAItZAlo1FE3TqCIH3jgzYzNIF3gPx1kCKDRwMsfR/6RdYqpWUHo7IKHSVBokkhTA0P7qLJStEyhz3+NDN0v/zZJigydQ/aKQ+dy+ePCoDkBbkrK9DGYrpgW02pbbIKxESSQphmGBJosk5VdgCW5mXKcvRIDFTP/Vhqsh5FELEGkjumsEiR7VtBgtbaOv0w+MNSP75WoDS/3tDIkkhMHdbw8luhMK8zK1RJ3JXiGWLQv0JWmBThVlw5JqcY8eTUB+mytF26attM+w2M/KzLACAhhN0YHgqUPp/b0gkKYQyRwbMRg6BEA+niwZ3KrDBPVSmQ4JZoDFNzqnDgt7lOui5uoDFlZE1MBVcPQGc6JLXClGVlwEgsuEkBk4dZbb1gkSSQjAaOCGOhlxuqdFwMiJOhsi0wLLPbezoQTAUlqUNaof1oRwxZUBsYSBrYGowC1yx3Yosq7Tp/4zYZoXm0VQ4KlMZFaVCIklBMJcbFbNLjZgVIkOWzy+2W2ExGRAK83C6vLK0Qc10+oKCFUKuPiRr4OAQrLkyLrBss0LB96nBfvtybTaVBokkBcHcREdpF5sSTCRVymSFMBg4VDJTP03QA4bds7xMs2yxEEycNXX0UGxgCjAXl1yWQIBE0mBRQh8qCRJJCmIIM/WTJWnAdPmCaI9aIYbIuIsVXKY0QQ+YepnjkQCgxG6DxWhAMEyxganArBCVMvYhudsGhyCSyJIEgESSohAsSSSSBsyxaCyLI8OMHBkzMtguloJGB47cQdtAxBpYIVgDSSQNlGOCFUIedykQPwZ7ECZr4IAIhsJo6oiECsjl8lYaJJIUBKvYXH+iGzxPg3sgyB2PxIiZ+mmBHShCH8ps5ieXaerI7fIGgDKHDUYDB38wjFaPT7Z2qBGny4tQmIfFaECJ3SZ3cxQBiSQFUZmXCY7rHcBKJAdz1cgdbMhEGi2wA0fu7EQGWQNTIxTm0dgRzU6UcbNiMhpQkRv5fHJ7Dwz2m6/Iy4DBwMncGmVAIklB2MxGQb0z9xGRHEoJNqR4iNSpV4g1kPowNVo9XgRCPEwGDmUOufuQNiupcIzFlMnoLlUaJJIUBvtxkkgaGEoIGAViC2x7lx9dvqCsbVETPM8LC5rcliQmtBtoDA4INgbLczNglNkKQRluqUFB26dDIklhxEQSDe6BoISAUQDIsZmRmxkJHCd3TfIc9/jgC4Zh4CKLrJyQFSI1lBIXGGkDWQNTQSlxgUqCRJLCYAGPZElKHp7nFROTBMRZIih4O2mYoIwczyPvtMT6r9XjgzcQkrUtakIpLm+ALEmpIlS8V4DQVQokkhQGWZIGzokuP7r9IXAchPRtOaEJeuAoJR4JAHIzzbBHj9SgcZg8DQqKZ4m5TKn/BgJZkk6HRJLCIEvSwGG7nxK7DVaTUebWAJXkrhkwbIFVwuTMcZwQ20bWwORRUjwL26i0uMkamCzeQEgomaCEPlQKJJIURnzgNtVKSg4lWSGAuBRyEklJoyR3KUAnyafCMQXUSGKQNXDgsI15lsWIvEz5CvIqDRJJCqMs1waOA3oCIaqVlCRKqNQcD5n6B47i+pCE7oDwB8NwupVTqTneGkhu7+SItwRyHNVIYpBIUhhWE9VKGijHFBQwCvSOSSJrYHIoTiTlUTHCgdDU0QOeB2xmA4qyrXI3B0DMKt9I82hSKMkSqCRIJCkQqpU0MIR4FoUssGW5EZHrDYTJGpgESrNCAPGWJBqDycCsEJFTA5RhhWBVt491UB8mA2W2JYZEkgKhDLeBIcQkKSCrBohYA4vtkd10I03QZ8TpilghrCblWCHoaJKBwTZ0SshsY5AlaWBQZltiSCQpEMpwS55QmEdTh7IsSUCsFEETiaQzwoRkRW6GYqwQbAx6vEG4egIyt0b5KHGBZUVJaaOSHErKTlQSJJIUSCVl1iTNcY8PwXDkvKiSHOWcWs0maBK6Z4bt9OWutB1PhsWI/CwLABK6yaBEVw1zt5ElKTmOKbAPlQCJJAVClqTkaeyICMlSh03286LiqaRdbNI0dUTikSoUJJIAoDwaW0aL7JlRoiWJWXNbPT74glQrqT86fUF0dEcsphS43RsSSQokPiaJsqP6pzG6wCrJCgHEJmhaYM8ME7pKqJYeDxNtTS7qwzMhuEwV1IcFWRbYzJElrtnllbk1yoZZSx0ZZmRH60sREUgkKRBWK8kbCKOdsqP6hYkQpVkhKsiSlDRNChW65eSuSQpfMITj0UrNShqHHMdRHyYJm6eUNgaVAIkkBUK1kpKnqUOhIimPRFKyNCq1D0noJgWz0lhNBiGOSylQGYDkiM2jyonrVAokkhQKlQFIjiaF7oDY5NzRHUCXLyhza5RLOMyTSFI5SsxOZFAZgORQqkVeCZBIUigsDZMsSf2jxFgIALDbzMixRXz7tMj2TXuXH/5gGBwXCb5XElTGITmU6i4FSOgmi1I3m0qARJJCEczEZEnql0YFm4mpTsuZYfem2G6FxaSs6Yj1X6vHB38wLHNrlItSXd4AJVAki5KFrtwoa1YiBNjgdnZQVkZfuL0BeLwRV5YSBzeZ+s+MkhfYgiwLrCYDeJ6yo/pDyVaIityIRZ42Kv1Dgdt9QyJJoZRFXQ80uPuGTc55mWZkWpSXtkqm/jMjxEIosDYLx3Fxgb9k0e2L2AKrPGuusNl09SAcpnIqiQiFeTS7lVmrTAmQSFIoQo0WWmD7RMk7WIBM/cmg5AUWoD5MBiVbA0vsVhgNHAIhHq3RMgVEb1rcXoTCPMxGTjhzkohBIkmhlEUnHLc3iE7KjkpIo0IrNTPI1H9m2L2pVGgfljvYZoXcbYngeV7RrhqT0YDSHGaVJ2tgIpjILXXYYFDQqQVKgUSSQsm2moTsKCctsglR4plf8ZAV4syoxhpIC2xCTnYH4A1EgtqVlp3IqBDKqdA4TIQgch3KHINyI6tIWrp0Kc477zzY7XYUFxfjuuuuw/79+/t9TW1tLTiOO+3vq6++kqjV0kHZUf2jZDM/EGtXi8dL2VF9oNQSDozyXLIk9Qcbg4XZVtjMRplbkxg6R7F/lHp2olKQVSRt2LAB9957Lz755BOsX78ewWAQc+bMQVdX1xlfu3//fjidTuFv1KhRErRYWtiP1kmZNQlR+gJbkGWBJZod1eKmPjyVrrhDNRVrSaIFtl+UXIKDQRbd/lG6NVduZE0JWrt2ba//r1ixAsXFxfjiiy8wffr0fl9bXFyM3NxcEVsnP2XRiYeCtxOj9MFtMESyo+raunDsZI9QIJSIwPrPbjMhx2aWuTWJiRdJPM8rrqK03Ch9DAJkkT8TSt9syo2iYpJcLhcAID8//4zXTp48GWVlZZg9ezY+/PBDsZsmCzS4+yYQCgvWGSWbickS0TfHFO4uBSJxNhwH+INhtHXSYdOnonSXNxA3BsmSlBA1CF05UYxI4nkeixYtwiWXXILx48f3eV1ZWRleeOEFrFy5EqtWrcKYMWMwe/ZsbNy4MeH1Pp8Pbre7159aoDIAfdPs8iLMAxaTAQUKO1QzHpqg+0YNC6zFZBDSomkcno4aKjXHHy/D81Qr6VTU4DKVE8VU4Fu4cCF27tyJzZs393vdmDFjMGbMGOH/NTU1aGhowLJlyxK66JYuXYonn3wy7e2VgjIHxST1hbD7UXjaKmVH9U2skKRyF1ggIuJa3D40dvRgUlWu3M1RFEpO/2ewrK0ufwhubxCODGW6duUg/tSCMspuS4giLEn33Xcf3n77bXz44YeorKwc8OsvvPBCHDhwIOFzS5YsgcvlEv4aGhoG21zJYAX2nB1eqhZ7Ck0udSywrHI6Cd3TUYuZv5wsun2iBmtghsWI3MyIMHK6qA/jYf2Xm2lGllUxNhNFIetd4Xke9913H1avXo3a2lpUV1en9D7bt29HWVlZwuesViusVnVWES3JscHAAf5QGG1dPhTbyRzKEGokKXz3Qwts3zSqYIEFqM5OX/iCIaGKtVIrpjPKHBno6A7A2eHFWaU5cjdHMahB5MqNrCLp3nvvxd/+9jf84x//gN1uR3NzMwDA4XAgIyPSaUuWLEFjYyNeeeUVAMBzzz2HYcOGYdy4cfD7/Xj11VexcuVKrFy5UrbvIRZmowHFdhua3V44O7wkkuIQqm2ryJJE2VG9UUM8C0DB933R4ooIJKvJgHwFxwUCEbf8PqdbsEATERpVMgblRFaR9PzzzwMAZs6c2evxFStW4M477wQAOJ1O1NfXC8/5/X4sXrwYjY2NyMjIwLhx47BmzRrMnz9fqmZLSnluRCQ1UTxEL9QQCwHE/PzdFA/Ri2AorJpDNcuF2EBaYOOJtwQqXfyzcirN5PbuBVmSzozs7rYz8fLLL/f6/0MPPYSHHnpIpBYpj/LcDGyr76Bd7CmoZXCzeIiO7gCcrh4SSVGOd/oQCvMwGTgUKfxQTVpgE6OWmDIgtlmhyum9ifUheSn6QhGB20TfsAmIAn9j8DyvygnaSRO0AFusSnJsMCo4OxGI9V9bpx++YEjm1iiHRhUtsDG3N20241H6+ZdKgESSwil3UNXtU3H3BNHtjyxWZQo9VDMeoQ9pghZgVhk19F9ephlWU2SqZHE4hDotSbTZ7I1aLPJyQiJJ4VB21Ok43ZF7kZ9lUeyhmvGQu+Z02I5eqSfHx8NxnCDmSOjGUEt2IhCzdlFByRhqiguUExJJCkcQSbTACrDdYGmO8hdYgOIhEsH6UA1WCCDWhyR0Y6jJCsHEuC8Yxsnoocp6p9XjQ5gHzEYOhdnKjguUExJJCoctIsc9PoqHiOIU0lbVIpIoHuJUmtUmdHPJkhQPz/OC0C1TgUiymowozI6UKSCrfATWfyU5yj61QG5IJCmcvEwzbOZIN9EuNkKzilw1AMVDJIKJDbUJXRqDEdxedcUFAjQOT4Vt2tTSf3JBIknhcBwn1GmhMgARhB2swqttM4TjZVwUD8EQLEkq6UNymfaG9V9kE6f8uECALLqnorYxKBckklSAUAaAJmgAEIIN1eKqKYm20xsIo4PiIRAMhYXjLNSyi6UFtjfsPpSoZAwCVE7lVJwqyjCVExJJKiA+M4OI3Qe1DG6b2YiC6LENFNPSu5CkWgJGKXC7N2oq4cAQhC7NowDUFxcoFySSVIDgS3fTBK22gFEGC/wla2DvgFGlF5JksI1Ke5cf3gAlUDhV6Kopo0zhXlBMUnKQSFIBFDQaw+OLBYyqaQdURud/CcRiIdTTf46MWAJFC21WVGlJKieXaS/UOA7lgESSCiiNO0le77CBnZtpRoZFHQGjQHxMC/Wh2tylQO8ECgrejosLVFEflsZtNsNhfSdQhMI8WoS4QPVYA+WARJIKiMVD0A6ILbBqsiIBlH4cjxqtEEDcIuumcajGeJaSHBs4DgiEeLR16ft4mbZoXKBRBQdMyw2JJBXAJueT3QHdx0OwyVktlZoZFHwfwylYIdTVh1QGIIYa41nMRgOKo4JA77GBbLNWbLeqJi5QLkgkqYAcmwkZ0Vokeo9LcqrUj06WpBgsu6hcdX1IMS0A0OULwu0NAlDzONR3H6qtIK+ckEhSAfEHbOp9kRVcNSoy8wO9g+/1Hg+h1oBROqg4AotHyraaYLeZZW7NwIhZdPXdh8LZiSqz5soBiSSVQPEQEZpUugNi8RD+UBgnuv1yN0c24gNGVecyJXcbAKBFpSIXiIvv1HmGolo3KnJAIkklUIZbhFjQr7oWWIvJIBRO1HM8xHFPLGBULYUkGbGNin77D4hzeavMmgvELLp6jw2katvJQyJJJVCtpAiCSFLJwajxsBgcPVfdFo6zUGHAKLMkndB5QUk1pv8z6GiSCGRJSh4SSSqhlAJ/4fEG4PFFA0ZVuYtlZ/DpWSSpr1o6IyeDEigAdWa2MehokghOt3r7UGpIJKkEFqis58mZffccmwlZVpPMrRk45DJVb3YiEE2gyCVroJqtEMyS1BJ1++qRcJhHiysSF6i2MhxyQCJJJdACG+9HV+fAZpk1eu5DlnqstuxERswSod8+VHM8S2G2FSYDh1CYR6tHn33Y3uWHPxQGx0GoG0X0DYkklcAmpLZOH/zBsMytkQc172ABqtECxA4XVaO7DaDsKCB2dl1pjvr60GjgUJKj780Km0eLsq0wG0kCnAm6QyohP8sCi1HfB2wKtT1UGLQNUI0WQL1HkjDKdZ4d5QuG0NYZKWGh1s0Ka3eLTkWSmmPK5IBEkkrgOE73KchscKtxBwvE/P8tbv0WlFS7NbBUOEdRn2Ow1R2JZbGYDMjLVFchSUap3i1JKs5OlAMSSSqiVOdlANQcCwFE/P8cBwTDPNq79FdQMhTmhQlarZV+Y4HbNAY5Tl0lHBi02VR3bKfUkEhSEXqvlaR2K4TZGCsoqcc+1MLJ47ExqE93W8yaq84xCMTarscxCKh/HpUaEkkqQu8ZblrwpZfpeBfLfrdqLCTJYLvvk90B9Pj1V1BS7TFlAFnktTCPSsmAi83s378fr7/+OjZt2oQjR46gu7sbRUVFmDx5MubOnYsbb7wRVqs6d4lKR6iVpMPz2+JPHldrZhSAaGaNS5eWCFbAT8072BybCZkWI7r9IThdPRhelC13kySFifsSFfeh3t1tgiVJxdZAKUnakrR9+3ZcfvnlmDRpEjZu3IjzzjsPDzzwAJ566il885vfBM/zeOSRR1BeXo6f/vSn8Pl8YrZbl+i56jb7znarCdkqLCTJIEuSumMhOI7TtdtbsCSpeIEV3G1uL3heXwkUPM9rYhxKSdKrzXXXXYfFixfjzTffRH5+fp/XbdmyBb/61a/wi1/8Ag8//HBaGklEoMlZ3VYIALqu0cKEodrN/GWODBw63qXLPoxVTFfvAsvGoD8YxsnuAPKzLDK3SDo6ugPwRevslTjI45MMSYukAwcOwGI584+ppqYGNTU18Pv1l70jNmxxafX4EAyFYdJRITAhYFT1C2y0RosOLUlNGnC3Afp212ghJsliMqAw24K2Tj+crh5diSQmcguzLbCajDK3Rh0kvcpaLBYcPHgw6TdORlARA6MgrqQ+K+imF9Se/s/Qc42WZo2Y+YWjSXQWVxYMhYWjPNQ+Dpk1SW+bFRbPqvaNipQMyBQxevRoVFVV4fbbb8eKFStw5MgRkZpFJKJ3SX19TdBa8aPHZ9boLR5C6EOVVkxn6DU7qq3TjzAfmYcKstXtqinTaaaw4C5VaUFeORhQBOyGDRuwYcMG1NbWYuHChfB6vRgyZAguvfRSzJo1C7NmzUJFRYVYbSUQmaAbO3p0N0E3ayRtlS2w3f4QPL4gcmzqrFo8UEJhXti1q70Py3WaQME2Zmou4cDQ69EkWnCXSs2ARNK0adMwbdo0PProowgEAtiyZQtqa2tRW1uL119/HT6fDyNHjsT+/fvFaq/u0au7xqmRwO1Miwk5NhPc3iBaXF7diKT2Th+CYR4GLnKwpprRqyVJK8kTAM2jWuhDqUg5l9psNmP69Ok477zzUFNTg3//+9/405/+NKC4JWLg6DVoVCvuNiDSh25vJ5wuL0aV2OVujiSwYzxKcmyqTzhgu/D2Lj+8gRBsZn0EwGprDEbP4NPZPEqWpIEz4NnK6/Xigw8+wI9+9CNMmzYNeXl5uP/++9HZ2Ynnn38e9fX1YrSTiKJHX3q3PwhXTwCANnZAepygmbu0RMX1dRiODDNs5sjUyQ581QNaOhhVr0eTaCVLWEoGZEmaMWMGPv/8c4wYMQLTp0/HfffdhxkzZqCkpESs9hGnEDP16ydwm01kWRYjcmzqLSTJKM3R3/lt7LuWqzxoG2AFJTNQ19aFJlcPhhRkyt0kSYgF/aq/D/VokadCkqkxIEvSxx9/jMLCQsyaNQuzZ8/GpZdeSgJJYvRoSYqPhVDryePx6NGS5HTH3G1aQI+WiBYNxbOw7+DxBtHlC8rcGmlwe4Pojp43qAWhKxUDEkkdHR144YUXkJmZiZ/+9KeoqKjAhAkTsHDhQvz973/H8ePHxWonEYUtsC1uL8JhfaSQN2ls96PnBVYrsRB63Kw43drIMAWAbKsJ9ujxRnrZrLD5JjfTjAyLPuLo0sGARFJWVhauuOIKPPvss/j000/R1taGn/3sZ8jMzMTPfvYzVFZWYvz48WK1lQBQbLeC44BAiEd7lz4KSmopngXQ5/EyTpfGLEk6c3uHwzxaXJH4Ky1YkoDYIb16GYdCPJJGxqBUDCrNJCsrC/n5+cjPz0deXh5MJhP27duXrrYRCTAbDUIKtV4GN9vpaSGeBYgJBb3sYAHE1UjShjVQb5akE91++ENhcBxQbNfGONTbZoUy21JjQFGw4XAYW7duRW1tLT788EN89NFH6OrqQkVFBWbNmoXf//73mDVrllhtJaKUOWxo9fjgdPVgQqVD7uaITrPGrBBskjqhkxTy+IBRrexiy3QWV8bGYGG2FRaTuks4MPS2WdHC4cRyMCCRlJubi66uLpSVlWHmzJn45S9/iVmzZmHEiBFitY9IQKnDhi+PuXRz7pBWTo9n5GaaYTUZ4AuG0er2aT47ytUTO3m8OEfdhSQZpTqzJGlN5AJkSSKSY0Bbgp///OfYt28fjh07hldffRV33333oATS0qVLcd5558Fut6O4uBjXXXddUtW6N2zYgClTpsBms2H48OFYvnx5ym1QI2wX26Szwa0VSxLHcbpKQWYLbH6WRTNWM7bQtHX64I8KQC2jpRpJjBKdVd12amyzKRUDEkn//d//jdGjR6ftwzds2IB7770Xn3zyCdavX49gMIg5c+agq6urz9fU1dVh/vz5mDZtGrZv346HH34Y999/P1auXJm2dikdPZ075A+G0dYZCVDX0uAu1dFBxcICqxGRC0QEn8VoAM8DrR7tj0OtnJ0Yj2BJcmt/DALxfUjutoGQtLttwYIFeOSRR1BVVXXGa998800Eg0Hceuut/V63du3aXv9fsWIFiouL8cUXX2D69OkJX7N8+XIMGTIEzz33HABg7Nix2Lp1K5YtW4Ybb7wxuS+jcvQUNMpcihajAflZFplbkz4EoasDS5KWzvxiMGtg/YluOF1eVOZp22WqxTO/hJgklz6qpsf6UBsub6lIWiQVFRVh/PjxuOiii3DNNddg6tSpKC8vh81mw8mTJ7F3715s3rwZb7zxBioqKvDCCy8MuDEulwsAkJ+f3+c1W7ZswZw5c3o9NnfuXLz44osIBAIwm7V/YGipjgIOmYgocVg1UUiSoaeYFi2KJAC9RJLW0WI8y6kuU60EpCeiyxeExxspmkmB2wMjaZH01FNP4b777sOLL76I5cuXY/fu3b2et9vtuOyyy/DnP//5NBGTDDzPY9GiRbjkkkv6rbXU3Nx8WpXvkpISBINBtLW1oaysrNdzPp8PPl9sp+B2uwfcNqURW2B7wPO8psTDqWgxYBSIfR9dWZI01odlOqqVpLW4QCDmMvWHwmj1aNsayDbUdqsJ2Vb1H+0kJQO6W8XFxViyZAmWLFmCjo4OHD16FD09PSgsLMSIESMGtVgvXLgQO3fuxObNm8947amfw/N8wseBSHD4k08+mXK7lAibqLyBMFw9AeRmascNdSotQsCotnY/enKZajHoF9CPNZDn+bgMU+2MQ47jUOKwouFED5o17jIVRK7GxqAUpCwpc3NzkZubm5ZG3HfffXj77bexceNGVFZW9nttaWkpmpubez3W2toKk8mEgoKC065fsmQJFi1aJPzf7XYnFVelZGxmI/KzLDjR5YfT5dW0SIpZkrTlR2dCVw/B95q1JOnkeBktn/lVlpMREUkat+hq0V0qFbLa3Xiex3333YfVq1ejtrYW1dXVZ3xNTU0N/vnPf/Z6bN26dZg6dWrCeCSr1QqrVVsLLBCZrE50+dHs9mJsWY7czRGNZs1akqJn8Hl8CIV5GA3adZlqrc4Voyw30odatyRp+cwvvRxN0qyxA6alRNZItXvvvRevvvoq/va3v8Fut6O5uRnNzc3o6Yn5+JcsWYLbb79d+P+CBQtw9OhRLFq0CPv27cNLL72EF198EYsXL5bjK8iGXgqhadUKUZhtgYEDQmEe7Z3aza7p8Yfg6gkA0J6pXy9jUMtnfumtD7W2UZECWUXS888/D5fLhZkzZ6KsrEz4e/PNN4VrnE4n6uvrhf9XV1fj3XffRW1tLc455xw89dRT+M1vfqOb9H+GXuIhtJoZZTIahDOwtNyHbAebZTEKp65rBfabbPV4EQxpt6CkVscgEFdQUvPutshGjCxJA2fAsxbP86ivr0dxcTEyMgbnAmEB1/3x8ssvn/bYjBkzsG3btkF9ttoRygBoOLMmHObjAre1N7hLHDY0u71odnsxSe7GiATbwZY4bJrLwizMssJk4BAM8zje6dNUUHM8Tg3Hs7DvpPXYQFYwU4t9KDYDtiTxPI9Ro0bh2LFjYrSHSBI9WJLau/wIhvnoyePaiyvTQ+Bvi0bjkQDAYOCEnXlTh/b7sDRHeyJQL0eTkCUpdQYskgwGA0aNGoX29nYx2kMkiXAKuYYHd/zJ42aj9gq96eH8NqcG6+vEo4eYFj1Yklo9XoTDZ/ZsqJHI0U4RkaTFPhSblFaen/3sZ3jwwQdPKyhJSIceFlitZkUxSnWwwLZoeIEFehd21SpajkkqslvBcUAgxKO9yy93c0SBnS2otaOdpCKlSMpvfvOb6O7uxqRJk2CxWE6LTTpx4kRaGkf0DZuwPN4gOn1BTVZRZfFWWrVClOrA3abViukMfViStBvPYjYaUJRtRavHhxa3F0UadOvHCklq62gnqUhpZWWHyxLykW01wW4zweMNotnlxcjibLmblHZ0Y0nSsDVQqxXTGex7aTU7qssXhDt65pfWSjgwSh02tHp8cLq8GF/hkLs5aUeYRzUYUyYFKYmkO+64I93tIFKgNMcGj7dTsyJJ6/Es8ZYkrZ7BR5YkdaPlEg6M0hwbdsKl2c0KHUkyOFKOhj106BAeffRR3HLLLWhtbQUArF27Fnv27Elb44j+0Xo8hJYzo4BY//UEQnD3BGVuTfoJhMI4Hg0Y1WI8C6B9kdQSF4+kRREPxMcGanMepSNJBkdKImnDhg2YMGECPv30U6xatQqdnZ0AgJ07d+Lxxx9PawOJvtH6BK11K4TNbERuZuQoHS3uYo97fOB5wGzkUKDRgFHheBm3FyENZkfFMtu066qJiSRtVr530pEkgyIlkfS///u/+MlPfoL169fDYolNfrNmzcKWLVvS1jiif1g8hBYXWJ7nNZ1VwyjN0a41kP0ui+02GDR6Nl2R3QpjtKCkFo+XadZwMVeG4PZ2a28MAtrPMBWblETSrl27cP3115/2eFFREdVPkhAtW5I8vriTxzU8uNl3a9Gg0NWDyDUaOKHQaZMGx6GWz21jaL0wr9ZjO8UmJZGUm5sLp9N52uPbt29HRUXFoBtFJIeWBzfb/eTYTMi0aDNgFIgJXS32oR5EEqDtmBY99OGpCRRaIv5oJ7IkpUZKIum//uu/8MMf/hDNzc3gOA7hcBgfffQRFi9ejNtvvz3dbST6IGYm1t4C69TB5AzEdneatCQJx1louw81LXR1sMCyOabbH4LHp60EivijnbRYA0oKUhJJTz/9NIYMGYKKigp0dnbi7LPPxvTp03HRRRfh0UcfTXcbiT5gE9eJLj+8gZDMrUkvzRqvr8PQ9AKrk1gIdqaZFt3eerAkZVpMyLFFrNVaO+iW9V+RRo92koKU/BhmsxmvvfYafvzjH2P79u0Ih8OYPHkyRo0ale72Ef3gyDDDZjbAGwijxe3F0IIsuZuUNoQFVuNWiBINV91u1kkshFaFri8YQltn5KgO7VsDM+D2euB0eTGqxC53c9KGHgLvxSYlkXTgwAGMGjUKI0aMwIgRI9LdJiJJOI5DmSMDdW1daHZpTCSxtFWND+4yDWco6sFVA2j3DL5WdyRbz2LS/plfpQ4b9rd4NDcOm3UQeC82KdnfxowZg4qKCvzXf/0X/vjHP2L//v3pbheRJFqNS9KPqyby/Tq6A5pymfI8HxO6Gp+gy3OjliSNpZDH1ynTaiFJhlbPUdTLRkVMUhJJTqcTy5YtQ05ODn71q19h7NixKCsrw80334zly5enu41EP2jV1N8cN0FrmZwMEzLMRgDamqBPdgfgD4YBaF8ksbi5FpcPYQ0VlBTS/3WwwGo1U1hI/9dBH4pFSiKppKQEt9xyC5YvX46vvvoKX3/9NebOnYuVK1fi3nvvTXcbiX4o0aipXy++dI7jNHnQLVtgC7MtsJi0HTBabLeC4wB/KIwT3X65m5M29JQ6zr6j1rJM9dSHYpFSTFJnZyc2b96M2tpabNiwATt27MDYsWNx3333YcaMGeluI9EPMUuSdkz93kAIJ7r0ETAKRL4jiyvTCi06EbkAYDYaUJRtjZwk3+FFYbY2Uq31UoYD0IElSQfzqFikJJLy8vKQn5+P2267DY8++iguueQSOByOdLeNSAIt+tJZwKjVZBDONtMy2rQk6cNdyihz2CIiydWDCZXamAv1kmEKxCVQaGizGX+0k5bP3hOblOzgV155JUKhEP7617/ilVdewd/+9jfs27cv3W0jkoD9+LW0A4p3tWk9YBTQZnZUi46sEIDGha4O+pB9x5MaSqDodbSTDoSuWKQkkt566y20tbVh/fr1uOSSS/D+++9j5syZKC0txc0335zuNhL9wAb38U4fAqGwzK1JD3o4LyoeLVoD9WdJ0t5mpUUnBV0BdvyRthIo2PdwZJiREf1uxMAZ1KFYEydORCgUQiAQgM/nw9q1a7Fq1ap0tY1IgoIsC8xGDoEQj+MeH8pz1T+h6SmeBYiLh9CQFUIvFdMZWrMGBkNhtHoibm89BP2yBIrDx7vgdHkxrFD9Nef0kiEsNilZkn71q1/h2muvRX5+Ps4//3y8/vrrGDNmDFavXo22trZ0t5HoB4OBQ7FdW0GHejLzA7FJTEtHIuhtgtZaAkVbpx+hMA+jgdNMIPqZKBNcptroQz0cKSMFKVmSXnvtNcycORP33HMPpk+fjpycnHS3ixgAZQ4bGjt6NLOLbdHJwagMNjm3erwIhsIwaeCMJb1N0FpzmTKxV2K3wmjQflwgEDuDTyubTb0cMC02KYmkrVu3prsdxCAo1dgu1ilkZOhjcBdkW2EycAiGeRzv9Kk+E6XTFxROU9eLSGJubqfLC57nVZ9wIJy7p5P+A+IsSRoRSXqzyItFyjFJHR0dePHFF7Fv3z5wHIexY8fi29/+NpUCkAGtDe4WndX2MBo4lORErIFOl1f1Ion9Du1WE7Ktgwp7VA3FORGXlC8YRkd3AHkqP+tMj8dZaK1WEhWSTA8p2fW3bt2KESNG4Fe/+hVOnDiBtrY2/OpXv8KIESOwbdu2dLeROAOlGjokNRTm0SIEjKpbLAwELQndFp0cThyP1WREYXZEGDVpwKIbiymjMahW6EiS9JCSSPr+97+Pa665BkeOHMGqVauwevVq1NXV4aqrrsIDDzyQ5iYSZ0JLg7u904dQmIeBg7Do6AG2i23qUP8Cqzd3KUNLGW567EOyJBGJSNmS9MMf/hAmU8yUbjKZ8NBDD1G8kgwwt5QWBjf7DsV2myYCmJNFS0JXsCTpxF3K0FLgr94C74GY5bqt0ycczqxW9Ha0k5iktArl5OSgvr7+tMcbGhpgt9sH3ShiYMQfzqj2U8ibdeiqAWIuUy3USmIJBHrbwWpJ6DqjafB6Ekl5mWbhMGa1H3TLjnaymQ1wZGj/aCcxSUkk3XTTTfj2t7+NN998Ew0NDTh27BjeeOMN3H333bjlllvS3UbiDBTZrTBwQDDMo63LJ3dzBoWezouKp1xDC2yzK/Ib1J0lSSPuGp7n0RLtQz1ZITiOi6uVpO4+jD+1QO2ZlnKTUurJsmXLwHEcbr/9dgSDkVRfs9mM7373u3j22WfT2kDizJiNBhTZrWhx+9Ds8grFJdVIs86qbTOEBVYDMUmsGJ9uLUkqL0Z4ossPf/SII90J3RwbjrZ3q17o6nUeFYOURJLFYsGvf/1rLF26FIcOHQLP8xg5ciQyMzPT3T4iSUodGYJImlgpd2tSR4+xEEAsHqLF4xMqHasVsiSpe4Fl7S/MtgruJ71QppHNit4q3ovJgEZAd3c37r33XlRUVKC4uBh33303ysrKMHHiRBJIMsPcU2o3E+t1cBdFKxuHwjzaOtXrMvUHw0L79WZJKmelOKIFJdVKsw4z2xilGjmoOFZIUj8lHMRiQCLp8ccfx8svv4wrr7wSN998M9avX4/vfve7YrWNGABa2cXq1UxsNHAosUcKEqq5D1s9kbZbjAbkq7yg4kBhv9lufwhub1Dm1qSOU6fZiYB2gu9jRzvp49w9MRmQu23VqlV48cUXcfPNNwMAvvnNb+Liiy9GKBSC0WgUpYFEcmihRgvP87q1JAGRPmxyeeHs6ME5VblyNyclYsdZWHUXMGozG5GXacbJ7gCcrh7VZhW16NqSFN1sqtwiT5ak9DEgS1JDQwOmTZsm/P/888+HyWRCU1NT2htGDAwtnELu7gmiJxACoD9LEhCLS1KzJUnvh2pqwV2j5zO/YpYk9c6jQJwlSYd9mG4GJJJCoRAslt4mdJPJJGS4EfKhhVPI2QKbm2mGzaw/y2SpBtKPm3W+g9WCu0av2YlAbAy2enwIhNRZUDIU5tHq0WdcoBgMyN3G8zzuvPNOWK0xP6fX68WCBQuQlZUlPLZq1ar0tZBIirK489vUegp5fG0PPVKmgbiymLtUn7EQWogN1LMlqTDLCpOBQzDM47jHh/Jc9Yn9ts5Yhmxhtj7HYToZkEi64447Tnvsm9/8ZtoaQ6QOO4XcGwjD1RNAbqb6gmb1biIWhK6KTf16DvoF4rJMVdqH8XGBejpgmmEwcCjJsaGxowdOl1eVIil2tJNV1aVElMKARNKKFSvEagcxSGxmIwqyLGjv8sPp8qpSJDl1HLQNxB9yq14rBFtg1bi4pAO1W5I8viC6/dG4QJ2OwzJHRCSp1WWq11pzYqGvSmEap0TlcUl63sEC2jiDjxXh02ssRFlcrSQ1wtrtyDAjw6K/uEAgXuiq0xrYrPOwhXRDIklDqD2mpYmJpFx9Du5ilZ/BFwrzaBECRnUqdHPVvVFx6jj9n6H24Hu9u7zTDYkkDVGq8vRVZoUo1+kCazIahHP31DhBH48eqWIycCiy6zNglO3ePb4gPN6AzK0ZOIIVQsciSSjjoNIsU2cHc3nrtw/TiawiaePGjbj66qtRXl4OjuPw1ltv9Xt9bW0tOI477e+rr76SpsEKR+2WJD1n1TDUHJfUFF1gS3Jsug0YzbKakGOLhHqqUeiyc/f0bEkqV7slycVc3vrcbKYbWUVSV1cXJk2ahN/97ncDet3+/fvhdDqFv1GjRonUQnVRGlcGQG14vAF0+iL1tvS8A1JzMTu2g9XzAguouygoq5GkZ1eN2k8vcLrIkpROBpTdlm7mzZuHefPmDfh1xcXFyM3NTX+DVI6afenOuIDRTIusP0tZUfOxCE5y1QCIfP/9LR5Vj0M9C10mclvcXqHekFoIh3mhlApZktKDKmOSJk+ejLKyMsyePRsffvih3M1RDGrObmvSeVYUQwtCV6/p/ww1u731XjEdAIqi9YWCYR7tnepKoGjr9CEQ4mHgIokgxOBRlUgqKyvDCy+8gJUrV2LVqlUYM2YMZs+ejY0bN/b5Gp/PB7fb3etPq7AdvBqDRmmBjaBmV00sFkLfQjd2vIwKXaZkSYLRwAkCQ23jkGUIl+TYYDKqanlXLKrya4wZMwZjxowR/l9TU4OGhgYsW7YM06dPT/iapUuX4sknn5SqibKSbTXBbjPB4w2ixe2F3aaeU8hZZpveXTVqPqi4iWKSAKjXktTjD8HVE9lc6X0cljpscLq8cLq8mFQld2uSh+bR9KN6qXnhhRfiwIEDfT6/ZMkSuFwu4a+hoUHC1kmPWidowZKk88HNJrcWl091BSX1XgyUUarSgpIs4SPTYoTdqqr9c9pRawJFkzCP6nsMphPVj4Tt27ejrKysz+etVmuvA3m1TqkjA1+3dKpugnbSAgsgYibnOMAfCuNEt181B1QGQ2G0evRdDJSh3o1KzAqhxgOy00lpjjprJem94r0YyCqSOjs7cfDgQeH/dXV12LFjB/Lz8zFkyBAsWbIEjY2NeOWVVwAAzz33HIYNG4Zx48bB7/fj1VdfxcqVK7Fy5Uq5voLiKFNp8DarsaP3BdZsNKAo24pWjw/NLq9qRFKLx4cwD5iNHAqz1NFmsWALlKsngG5/UDXZmlTCIYZaEyiYqCvTeWxnOpF19G7duhWzZs0S/r9o0SIAwB133IGXX34ZTqcT9fX1wvN+vx+LFy9GY2MjMjIyMG7cOKxZswbz58+XvO1KpUSFKeQ8z8eqxOrckgREJuhWjw9NHT0YX+GQuzlJwXawJTk2GFSUMi0GdpsZ2VYTOn1BOF1ejCjKlrtJScEsSTQG1XtQcezUAhK66UJWkTRz5kzwfN9xFy+//HKv/z/00EN46KGHRG6VulHjDsjdE0RPIHryOA1ulDps+PKYS1VFQZ0UC9GLUocNB1sjbm+1iKTGDrJCMNQ4jwJxYQvUh2lD9YHbRG/UuANirrb8LAtsZn2ePB6PGssAOMld2gs1xiWxPqygPuxVdbu/jbySCIbCcYUkqQ/TBYkkjaHGrAyqr9MbNR6LwNL/yRIYoTRHfeMwVtCVrBDF9rgEii6/3M1JitZoXKDJwKkmllENkEjSGGXRrIyT3QF4oy4spROrr0OTMxATi2zRUgMUz9IbVVqShNPjqQ8tJoMgNNTSh046YFoUSCRpjJwMEzKiLqsWlcS0MIsJHcgYoUyFBxU3U6XmXqitVpLbG4CHDpjuhdqEblMHzaNiQCJJY3Acp7q4pCY6GLUX8ZOzWuIhhCJ2ZIUAoL4FllmR9H7AdDxqc5lSMVdxIJGkQUpVViuJ0v97U5wTMfP7g2Gc7Fb+GXz+YBht0YNASehGiJ3fpo4xyDYqJHJjqE3oUq05cSCRpEHUNrgpcLs3VpMxLh5C+bvYFrcXPB+J4yjIssjdHEXABP+JLr8qYgObqL7OaTCXqVpiA4VioDnUh+mERJIGKVVRhhvP87EaO7SLFRCEbofyhW78yfF6P86CobbYQAraPp2KvKhIUttmk/owrZBI0iBqsiSd7A7AFwwDiLmZiPh6V8oXusKZX7SDFeA4Li5LUfnjkFw1p8PqRanFkkSH24oDiSQNwgL3mlSwwLIJqDDbCquJCkkymNtDDbvYJrJCJCQWl6SecVhBfSjAfs/NLi9CYWUnUMTHBZLQTS8kkjSIYCZWwQ7WSen/CWETtBp2sc0UU5YQNWWZOikz6jSK7ZF6Q8Ewj+Men9zN6ReKCxQPEkkahC2wJ7r86PYHZW5N/1DQdmJiQlf5IqmJzotKiFrO/wqH4w6Yps2KgNHACS7kxo5umVvTPxQXKB4kkjSII8MMuzVS60Tp1iTawSaGCd3Gk8oXSYLQpZikXpSq5Ay+9i4//KEwOC5SrZmIwTYrjYqfRykuUCxIJGkUtbhrnB1kSUpEZW6s6nYwFJa5Nf0jFLEjK0QvylRSr4zNEcV2K8xGWhLiqVDJPEpxgeJBI0KjMLN5o9IHN7lqElKYbYXZyCHMK7sgoTcQQltn5ABQsgb2Ri0xSU4qJNkn5SrJcKOwBfEgkaRR1BLTQkXsEmMwcLEsRQWb+pkAyDAbkZdplrk1yoKJjrZOH/xB5VoDm6jifZ+oxSIvHBJOQjftkEjSKGqIaQmFecEVwUQdEUMNpn72+6rIy6CA0VPIyzTDYopMsUouKClsVMhdehrCPKrgjQoQZw2kzWbaIZGkUSqEwa3cBbbV40UwzMNk4FBsp8F9KuUq6EOW9UP1dU4nvqCkkl1ulDzRN8I8elLZ2W1sjqDNZvohkaRRBCuEggtKMitEWW6kHgnRm1hmjfL7kCbnxLBsIyVXTm/soJikvmD3xO0NwuNV5mHTXb4gOqIHYdNmJf2QSNIobHA7O5RbLbaRqvz2CzsWQckuU+aGoD5MjBpqJcUCt8maeyrZVhMcGZFYO6VaA9k8mmMzwW6juMB0QyJJo5TkKL9a7LGTtIPtDzUEjZK7rX+UXispEAqjNTo/kLstMUp3e8esuZkyt0SbkEjSKL2rxSp0cEfbVUkLbELiA7d5XuHWQHK3JUTplqRmFx1ncSaUftDtMbLIiwqJJA2j9ODtJlpg+4XtYLv8Ibh6lBcPEYo7zoIm6MQItZIUmt0Wf5yFgeICE6J0iy6zJFXSPCoKJJI0jNJrJQlm4lwyEyfCZjaiMDuyu1ei0GXZiUYDR8dZ9EHMkqS8/gNicwMVIeybCoWXU6HYTnEhkaRhlFwtlud5ctUkQWwXqzxLBPtdleZQdmJfMEtSq8eHgAKPlzkWTW2vpHiWPlHyGARi5QloHhUHEkkahllolLgD6ugOoNsfAkC72P5gVZCVWKflGKX/n5HCLCssJgN4XplxSUJcIPVhnyg+cJssSaJCIknDKPn8NtamwmwrbGajzK1RLoLLVMkLLE3OfWIwcML9aVCw0CVLUt8w8dHsVl45FX8wlp1ImxVxIJGkYZQcuE1WiORQ8vEyVEgyOdj9OabAPhTGIQndPimyW2EycAiFebR6lLVZcbp6wPOAzUzZiWJBIknDsAXW4w3CrbBqsWSFSA4lC10y8ycHs9IoTSSFwzy525LAaOCE2DKlxXc2xtWao7MTxYFEkobJspqQGz2Z3amwoENK/08OJR9yGzsYlfqwPyoFS5Ky3G1tnT74g2EYDRzFBZ4BNg6VJnSpRpL4kEjSOELgb4eyJuhGMvMnBRORrR4ffMGQzK2JwfM8uduSpFKh7raGk7HsRJORloL+qFBohhvVSBIfGhkaJ3ZIqsIGN+2AkiIv0wybOTJMlZQd5eoJoCuanUh92D/M3aa0uLJjlDqeNEotKEnzqPiQSNI4SnXX0MnjycFxnCKDt5lVpDDbQtmJZ6Aqj53f1qOoWkkUj5Q8Si0DQNZc8SGRpHGUWC222x/EiS4/ABrcyaDE4O0m2sEmTWF2pFZSWGG1kij9P3mq8qNlHE4oLGxBGIfUh2JBIknjlOcqL2iULbB2qwmODLPMrVE+ShRJZAlMHqXWShJEEvXhGamKy1BUymHT4TAPp4ssSWJDIknjCDsgBVmSqEbSwKjKj0zQDSeU04cUeD8wlFgrKXYkCfXhmSjLtYHjgJ5ACG2dfrmbA4AddRM9O9Fulbs5moVEksYZEl1gj3t88AaUkR3VRCfHDwi2iCnJ1E/n7g0MpdVKis9OJHfbmbGajCiNHuKsFGsgy1im7ERxoTurcRwZZtitJgDKcblRVs3AECxJCuk/INYWWmCTQ2m1kto6/fAFw+C42CG8RP8wl5tSNiuNtNmUBBJJGofjOFQqzF1TH51kmJWL6B92n5rdXsXUSmK/JerD5FBarSQm1kpzbLCYaBlIhsp8ZfYhuUvFhUaHDmApyPUK2QE1kJl/QBRkWZBhNoLnlVHMztUTgKsncswNTdDJobRaSZT+P3CUZkli7aiijYqokEjSAbHAX2UNbrJCJAfHcUIAvhKELuu/wmwLsqKuXKJ/2Eal2e1FUAG1kuhg24GjNLc3WeSlgUSSDmATtBIGd6cvViOJLfzEmVHSLpa1gSyBycNqJYXCPJwKqJV0jGLKBowwjyokbIG1gyxJ4kIiSQcMKVBOTBJbYPMyzbDbqEZSsihpF8vaQDvY5ImvlaSEmJZjdObXgGFjsKmjB6GwvLWSgqGw4DKlcSguJJJ0QLwVQu5CaPXkR08Jdr+OKUDoxvqQFtiBUKGgDDc6zmLglOTYYDZyCMYVcZQLp8uLUJiHxWRAMdVIEhUSSTqAmdQ9vqAQcCsXFGyYGkoKvqfMttRQSq2kcJineJYUMBo4IYZLbqt8zOWdAYOBk7UtWkdWkbRx40ZcffXVKC8vB8dxeOutt874mg0bNmDKlCmw2WwYPnw4li9fLn5DVU6GxYjC7MhuQymDmybngaEodxsTuhTPMiCUUgbgeKcPvmAYRgNHx8oMEKWMQxK50iGrSOrq6sKkSZPwu9/9Lqnr6+rqMH/+fEybNg3bt2/Hww8/jPvvvx8rV64UuaXqJ3Y8ibyDm6X/0wI7MNjk3NEdgMcrnzUwHOaFRZ6sgQNDKZXTj7ZHPr881wYzVWoeEII1UOY+JJEkHbLm786bNw/z5s1L+vrly5djyJAheO655wAAY8eOxdatW7Fs2TLceOONIrVSGwzJz8T2+g7Z3TU0uFMj22pCfpYFJ7r8aDjRg7PL5Ql6b/F44Q9FrBBlVKl5QAwtyAIAHD3RJWs7jrZHPn9ofpas7VAjSjkLkzab0qGqbcSWLVswZ86cXo/NnTsXW7duRSAgb6yN0lFCCjnP83ExSWTmHyhKiEti7tqK3Aw6L2qADI1uDFrc8p6jSHGBqaOEeRSgBBgpUdUs19zcjJKSkl6PlZSUIBgMoq2tLeFrfD4f3G53rz89ooQd0HFPJBbCwIFiIVKAHS8jZ3YUZbalTm6mGXZbxHgvp9A9Gv3soQW0wA4UpcQkUWyndKhKJAGR6sPxsJT2Ux9nLF26FA6HQ/irqqoSvY1KpEoBvnS2MJTnZlAsRAooYRdLQdupw3GcIEyOtMnncmMxSUNpgR0wzJorpzWQCvJKi6pWqtLSUjQ3N/d6rLW1FSaTCQUFBQlfs2TJErhcLuGvoaFBiqYqDqHOzskehGUqhMZ2X7TApoYSrIHkqhkcLC5JTkuSEBdIlqQBk59lQabFCCB2/p3UUEFeaVGVSKqpqcH69et7PbZu3TpMnToVZnPiH4vVakVOTk6vPz1S5rDBaODgD4XR4pHnWIT6dqqvMxjYfZM1JukkiaTBwKw3zJojNR5vQLBC0DgcOBzHyT4OKflFWmQVSZ2dndixYwd27NgBIJLiv2PHDtTX1wOIWIFuv/124foFCxbg6NGjWLRoEfbt24eXXnoJL774IhYvXixH81WFyWhAeW4kG6lepgk6tsCSiTgV4t1tclkDaYIeHMzddlTmBTY/y0JWiBQR+lAml6lQSJLGoCTIKpK2bt2KyZMnY/LkyQCARYsWYfLkyXjssccAAE6nUxBMAFBdXY13330XtbW1OOecc/DUU0/hN7/5DaX/J8kwloIsk0iijIzBUZGXAaOBgy8ojzXQGwihxe0DEIvNIAbGkHw2BuVZYNkGiURu6gwrjPThEbk2m7RRkRRZ6yTNnDmz37PEXn755dMemzFjBrZt2yZiq7TL0IJMbDoA1Mk0QbNgVRaXQQwMs9GAyrwMHG3vxpG2bpQ5pBUqTFzbbZGaTcTAGVYYWdgaT/YgGApLXkaBLIGDh202j8g0jx6l5AlJUVVMEjE4YpYk6Qd3ly+IVk/EClFNIill5Jyg66Iit7owq89sUqJ/Suw2WEwGBMM8mjqktwZS+v/gEcagTO429rlMcBPiQiJJR1RHzcR1bdKbidminpdphiOTYiFShfWhHBM068NhJHJTxmCIBf7KUXmb3G2Dh4mTYyd7EAiFJf3sQCgsZLeyuYAQFxJJOoL50o+2d/Xr5hSDI1FhNowG9qAYFrUA1MkhkoQdLPXhYGAZbnLEtNQLliTqw1QpsdtgM0esgY0Sl+M4drIHoTAPm9mAEjsdCyQFJJJ0RFVeJgwc0O0PCa4vqWBWCHK1DY5Y0Kic7jayQgwGoVaSxH0YCIWF2j5kSUodg4ETzr2TehwKG5WCLBgM5PKWAhJJOsJiMginWEttiagjK0RaqC6MZShKXQaA3G3pQUghl9iSFG+FKLZbJf1srcFcblK7vePjAglpIJGkM+JdblJCrpr0UJGbAVO0DIDTLV3gb7c/KKT/0wQ9OFila6mLEda1dQIAqguzyQoxSGIJFFL3Ic2jUkMiSWdUCzEt0g5uNpmQu21wmIwGoc6UlMXsmNXDkWFGbial/w+G+KrbUsYGHj4e+b0MpwV20Mjl9qawBekhkaQzhsqQvurxBtDWGbFCUNrq4BGCtyWcoMkSmD4q8zJhNHDoiSvOKQWHyVWTNuRymZIlSXpIJOmMahl2QGwiKcymoxDSwTAZygDUCTtYErmDxWIyCIHTh493Sva5dcySVEQL7GBh82jDiW4EJSoD4AuGhMB72mxKB4kknRFvJpYq8LeujQJ+04kc9a7IkpReRkSFyiEJRdJhISaJ+nCwlNhtsEaLgjLhIjb17d3geSDLYkRRNgXeSwWJJJ1RGT3/yxuQ7vwvWmDTixxVt1mdK1pg08PwomwAwKHj0vRhly8WeD+8MFuSz9QyBgMnjEOpMoXjXW1U8V46SCTpDLPRIBxOekQiS4TgqqEFNi2w+1jf3o2QVNZASv9PKyx4WipLEltgC7IsVPE+TbC4JKnc3kdoHpUFEkk6ROrMjCPkbksr5bkZsBgN8IfCaJLA1N/pC+K4hwXeUx+mgxHFEWvOYYksSRS0nX6ktgbWkTVXFkgk6RBmbj/UKv4ulud5HIx+DgWMpgejgRN2sYcl2MWy30lhthWODLJCpANmSWrs6EGPPyT657GgbVpg08fIqNA9KME8CsSC/GmzKS0kknQIG9wHJBjcxzt9cHuDMHA0QacToQ9bPKJ/FlsERhZT/6WL/CwLcqNuLyliWlghSWb9IAaPIJIkcpky1yz7XEIaSCTpkFEl0u2A2GcMyc+EzWwU/fP0wqhiZuqXoA+jnzGq2C76Z+kFjuMkjUsid1v6YRmKxz0+uHoCon7WyS4/2jr9kc8lkSQpJJJ0yMjobrKxowddvqCon3WolXY/YjBCsCSJv8Cyz6A+TC8jiqSJS+J5nmokiYDdZkZpjg2A+BtOtlEpd9iQbTWJ+llEb0gk6ZC8LAsKsiJHS4g9QTOXHu1+0guz6hxo7RT9aAsy84sDc32x+kVi0erxweOLuLxZEUsiPbAxIXZ8p+DyLiFrrtSQSNIpsbgkcWNahMFNsRBpZXhRFjgOcPUEBDO8GPiCIeEwZBJJ6UWqgpJfR+PWhhVkkcs7zUgVlyRYc2kelRwSSTpFqswM9v6jaAeUVmxmo2AVELMPj7R1I8wDdqsJxXaq8ptOhse528S0Bn7dwsYgLbDpZoRU8+hx6kO5IJGkU0ZJkOHm9gbQGq2vM4JiIdIO21UeFNEaeDDOXUpVftPL0IJMmAwcuv0hNLnEq37PMiBH00Yl7cTGoLgiiWI75YNEkk4ZGY1pEdOXziaO0hwbHWwrAiMlyFI8SJOzaJiNBiGQ+utm8YQuc7eRNTf9sHHRcLIb3oA49a66fEHhfDhyt0kPiSSdwgb30RPd8AXFGdwHKStKVIRdrIjxEAcpaFtUxpTmAAD2i1Tviud5IZ5lNLlq0k5hdqTeFc+LlwTDYtYKsy3IiybcENJBIkmnlORYYbeaEArzop3hRgusuDDLgJhlACjwXlzGRIXLfpEsSc1uLzy+IIwGjmokiQDHcaJvVqgEh7yQSNIpHMfFau2IFNPCJn4KNhQHFufVKlIxu0AoLLhjKZ5FHJgl6SuRRBIL2h5WkAmriTLbxIBtVsRymR4gl7eskEjSMaNF3sV+1ewGAJwVXQiI9GK3mVHuiBSzE6MPDx/vgj8URrbVhMq8jLS/PwGcVRqLDQyEwml/fwraFp+xZZF7u8/pFuX92Tw6huZRWSCRpGPOLosMOjEG94kuP1rckcw2thAQ6WesiH0YE7l2GAyU2SYGFbkZyLIY4Q+FhXpU6YSCtsVHzDEY/75nl1EfygGJJB0TG9zpt0KwgT20IBNZVEZfNM4uF2+C3ht9z7NochYNg4ETBIwYLrf9FLQtOmOim8Amlxeu7vS6veM3m2RJkgcSSTrmrKhIauzoQUd3eqs2s0V7LA1sUWFCd68YlqSoeCZ3qbgwS2u6XaahMI/9zcwKQX0oFjk2s+CO3tec3nEYv9mkM9vkgUSSjnFkmFGRGx3cabYmsfcjK4S4MJG0v9mDYJpjWgShSwusqDBLRLotSYePd8IbCCPTYsSwAspsExOxXG602ZQfEkk6Ryx3DYtnoQVWXIbmZyLTYoQvGMaRNMa0tHf6hGrpYyimTFTGiGRJ2hsncimmTFzGlooTvE2bTfkhkaRzxNgBBUJhobYH7YDExWDgBHfNnqb09SFbsMnMLz5sjNSf6E5rKQf2exhXTmNQbNg8mm5rIFlz5YdEks5hGRPp9KXXtVHquJSIEYAvBG2TFUl08rIswjjZ0+hK2/vuaYq8F8UjiY8Ybu9AKCwUc6U+lA8SSTqHDe6vW9JXp2V3dKIfQ6njkiCGNZD14dlljrS9J9E3Eysj93lXmkQSz/PYK1iSqA/FZkic27uuLT1u70PHO+EPhWGnzaaskEjSOVV5EXeKPxhO20GpO49FJno28RPiwuLK9jS5wPN8Wt5T6MMq6kMpGF+RXpHkdHlxsjsAk4HD6FJK/xcbg4ET3Jps7AyWnQ2R9xlXkQOOo82mXJBI0jkGA4cJ0Qn6y4aOtLznl8ci73NOVW5a3o/on7PLcmAycGjr9AunhQ8GV08Ah6O74UmVuYN+P+LMTKzIBZA+kcTikUYWZ9NxJBLBxgqb/wbLjuj7TKJ5VFZIJBHCIEzH4PYHw8IEPZEWWEmwmY1C9suXDYNfZJmrrTIvA/l06rgkjK+IWCGOtnenpSDhzuhYZhYqQnyEeTRNm03Wh7RRkRcSSYRg8dle3zHo9/q6xQN/MIwcmwnDCjIH/X5EcrA+3NFwctDv9SVNzpKTm2lBVX4k7mR30+CFLhvL5w7JG/R7EcnBxuBepxu+YGhQ7+UNhIRirmRJkhcSSQQmD8kFEBE4Xb7goN7ryzgTMfnRpYMJmh1p2MWyWAiKKZMW5nIbbExLKMwLvwM2tgnxYZbXQIgfdKbpXqcbwTCPwmyLcIg1IQ8kkgiU5NhQ5rAhzMdcLalCC6w8sMVwV6Nr0CnIzMxP7lJpYWNmsNbAQ8c70ekLItNixGg62FYyOI7DpMr0xHey10+qpM2m3JBIIgCkzxLBXk8LrLQML8yG3WqCNxDG/pbUd7Etbi+aXF5wXCxOhpCGqcMirrGtR04OKktxe31EZE2sdMBIJTgkJV1xSV/SPKoYSCQRAIBzopaIwYikjm6/sEBPHUqxEFJiMHBCuv5g+vCzuhMAIhlzdps5HU0jkmR8hQMWkwHtXf5B1dph8UiTKR5JcphI2lY/OGvg50cirz93aO4gW0QMFhJJBABgSlTUfH7kRMq7WDawRxRloSDbmra2EckxJboofh4VOqnw+ZHIa88blp+WNhHJYzUZheBf1g+p8MXRyDikEhzSM2VoHgwccKS9G80ub0rvcexkNxo7emAycMK8TMgHiSQCQMQ0bzMb0NbpT7moJJvYz68uSGfTiCS5cHjkvn9yOHWhyyxJ51eTSJKD84axzUpqloi2Th8ORMcvCV3pybGZhQrnn9a1p/QebAyOr3Ag00LnJsoNiSQCQGQXy3YtnxxObXB/KiywtPuRg3OH5sFiNKDZ7cWR9u4Bv97VHRDcpbTAysPU6H3fmqIliY3ds0rtVONKJi6IbjA+OZxaHzKRdAFtVBSB7CLpD3/4A6qrq2Gz2TBlyhRs2rSpz2tra2vBcdxpf1999ZWELdYuNXGWiIHS5QsKmXFkSZIHm9koxJalInS3Hj0BngeGF2ahyE7uUjk4d0geuEG4a7YcivR7zQgag3JxQXQeHawliay5ykBWkfTmm2/igQcewCOPPILt27dj2rRpmDdvHurr6/t93f79++F0OoW/UaNGSdRibRNz17QP2F3zaV07QmEeFbkZqMilwxjlIr4PB8qmA20AYpM8IT2ODDMmRqtkbzxwfMCv3xLt9xrqQ9k4f1g+OA44fLwLre6BCV2nqweH27rAccDUoSSSlICsIumXv/wlvv3tb+Puu+/G2LFj8dxzz6GqqgrPP/98v68rLi5GaWmp8Gc00tlE6WBiZS5s5kh2zVfNA0sj37A/MqHPGFMkRtOIJLlweGRi/fjQwIXuxq+jfTia+lBO2P1n/ZEsLW4vDh+PLLAXkDVXNhyZZpxdFimfwTYeyVIbnUfPqcqFI5OyS5WAbCLJ7/fjiy++wJw5c3o9PmfOHHz88cf9vnby5MkoKyvD7Nmz8eGHH4rZTF1hMRmEHegHX7UO6LW10Ql9Ji2wsjJlaB4yLUYc9/iwu9Gd9Ovq27txuK0LJgOHi0bSAisn06NjaNOBNoTCyQtdNmYnVtICKzezxhQDAD7YP7B5lG02Z44uTnubiNSQTSS1tbUhFAqhpKSk1+MlJSVobm5O+JqysjK88MILWLlyJVatWoUxY8Zg9uzZ2LhxY5+f4/P54Ha7e/0RfXPZ2ZH+eH9fS9KvOdLWhaPt3TAbOVw0slCsphFJYDUZMX1UZJF9bwB9uOHryGR+7tA85FB9JFk5pyoXdpsJrp6AUP08GdiYvewsWmDl5tKxkT7YuP84AklWwA+EwvjoYMTyNJMs8opB9sDtU0uu8zzfZxn2MWPG4J577sG5556Lmpoa/OEPf8CVV16JZcuW9fn+S5cuhcPhEP6qqqrS2n6tMfusiEja3tCBtk5fUq95P7qDnTI0D9lWSlmVm9nRCXogIon1Ibna5MdkNGDaqMhm4/19yVkivIEQNkcXWLbRIeRjUmUuCrIs8PiCSde8+vzICXh8QRRkWTChgo51UgqyiaTCwkIYjcbTrEatra2nWZf648ILL8SBAwf6fH7JkiVwuVzCX0NDQ8pt1gOlDhvGV+SA54EPkpyg1+xsAgDMHVcqZtOIJJl1VjE4DtjT5EZTR88Zr+/o9mNzNHaC+lAZsH54Z2dTUrFlmw60wRsIoyI3A2eV0nltcmM0cJgZdbmt35vcZmXNTieAyCbHQMfJKAbZRJLFYsGUKVOwfv36Xo+vX78eF110UdLvs337dpSVlfX5vNVqRU5OTq8/on/mnB2ZoN/+sumM1zZ29GBbfQc4Dpg/oe9+IKSjMNsqHAvzzyT6cN2eFgTDPM4qtWNkcbbYzSOSYPbYElhNBhxp78aepjOHCPxjRyMAYM64EjoQVSHMGx+ZR//5pfOMh04HQ2H8a3fEYHDVxHLR20Ykj6zutkWLFuHPf/4zXnrpJezbtw/f//73UV9fjwULFgCIWIFuv/124frnnnsOb731Fg4cOIA9e/ZgyZIlWLlyJRYuXCjXV9Ak10+uAAB8dKjtjJaId6KL8PnD8lGSYxO9bURyXD+5EgCwctuxM1oimBi+aiKJXKWQbTXh0mhs0ZmErtsbEKwVN0T7nZCfGWOKkJ9lQVunT3CF9sVHh9pxosuP/CwLLqIaV4pCVpF000034bnnnsOPf/xjnHPOOdi4cSPeffddDB06FADgdDp71Uzy+/1YvHgxJk6ciGnTpmHz5s1Ys2YNbrjhBrm+giapys/E+dX54Hlg9fbGPq8Lh3m8/lmkf66LCitCGVw5sQwWkwFft3RiV7TIZyKOtHVh88E2cBxwzSTqQyVx7TkRi8LKbcfgC4b6vG7NTid8wTBGFmdjfAVZypWC2WjA1dGNx8ptfc+jAPD6p5F59KqJZTAZZQ8VJuKQvTf+53/+B0eOHIHP58MXX3yB6dOnC8+9/PLLqK2tFf7/0EMP4eDBg+jp6cGJEyewadMmzJ8/X4ZWa5//mBLZkb72ydE+szM2H2zDkfZu2K0mYUInlIEjwyzEtbz88ZE+r3vt06MAIgHbQwoypWgakSSzx5agNMeGtk4/3t3lTHgNz/NY8VEdAOA/p1aSq01hfGNqJFHoX7ucfVrlna4erI8mWXzzwqGStY1IDtlFEqFMrplUjsJsK5pcXvxjx+nmfp7n8YfagwCAG6dU0kGMCuTbl1QDAN7e0YRjJ08/y+1klx+vfxZJZLiNJmfFYTYacOsFQwAAL2ysQzhBzaTar4/j65ZOZFmMuOm8IVI3kTgD4yscuKA6H8FwTMyeygsbDyMU5nFBdT5Gl1DQvdIgkUQkxGY2Covsc+99jR5/b3P/xgNt+OTwCViMBtwzfbgcTSTOwDlVubhoRAGCYR6/XPf1ac///sOD6PQFcXZZjlD8jlAWt144FHarCfucbvzjy94um1CYx0//FTm38ubzh8CRQfWtlMiCGSMAAK9sOYqGE703Kw0nuvHaJxFX28JLR0reNuLMkEgi+uT2mqEoc9hw7GQPlq3bLzzu6gng4VW7AETMw3RWm3J56IqzwHHAqu2N+DCu+u+2+pN4KbqzfXDuGEo5Vij5WRZ8d1Zkkf3JO/vQEncW2PINh/BVsweODDMWzqIFVqnMHFOEmuEF8AXDeHj1LqGKeijM44crd8IfCuOiEQW4hArxKhISSUSfZFlN+PG14wEAL26uwy/W7ce2+pO4c8VnaOzoQWVeBhbNGS1zK4n+OKcqF7dHXWn3/W07/rGjEev3tuDuv2xFmAeunlSOWVShWdHcdXE1ziq1o73Lj9tf/Ayf1Z3ACxsP4RfRjcsjV45FXpZF5lYSfcFxHJ66bhysJgM2HWjDA2/uwM5jHfjeG9vx8aF2ZJiNePr6CRRPplA4fqCnYKoct9sNh8MBl8tFNZOS5Ln3vsZz7/Uu2Gm3mfDGdy7EuHKqDKt0fMEQ7nzpc+GEeMaECgf+ds8FsNMxJIqnrq0LN/1xC1o9vavg31EzFE9cM44WWBXw7i4nFv5tG+JDy4wGDr//r8m4YjyV30gGOdZvEklEUry1vRHLNxxCs9uLqUPz8fD8szC8iAoPqgVfMITfvn8Qq7YdQ4jnMX9CGX4wZwwdI6MiGjt68Oy/vsLmA8eRn2XBnRdX45sXDCGBpCI+OdyOX6zbj69bOjGmxI7Fc8fg/Op8uZulGkgkSQCJJIIgCIJQH3Ks3xSTRBAEQRAEkQASSQRBEARBEAkgkUQQBEEQBJEAEkkEQRAEQRAJIJFEEARBEASRABJJBEEQBEEQCSCRRBAEQRAEkQASSQRBEARBEAkgkUQQBEEQBJEAEkkEQRAEQRAJIJFEEARBEASRABJJBEEQBEEQCSCRRBAEQRAEkQASSQRBEARBEAkwyd0AqeF5HgDgdrtlbglBEARBEMnC1m22jkuB7kSSx+MBAFRVVcncEoIgCIIgBorH44HD4ZDkszheSkmmAMLhMJqammC328FxXFrf2+12o6qqCg0NDcjJyUnre2sZum+pQfctdejepQbdt9Sg+5Yap943nufh8XhQXl4Og0GaaCHdWZIMBgMqKytF/YycnBwaCClA9y016L6lDt271KD7lhp031Ij/r5JZUFiUOA2QRAEQRBEAkgkEQRBEARBJIBEUhqxWq14/PHHYbVa5W6KqqD7lhp031KH7l1q0H1LDbpvqaGE+6a7wG2CIAiCIIhkIEsSQRAEQRBEAkgkEQRBEARBJIBEEkEQBEEQRAJIJBEEQRAEQSSARFKa+MMf/oDq6mrYbDZMmTIFmzZtkrtJkvLEE0+A47hef6WlpcLzPM/jiSeeQHl5OTIyMjBz5kzs2bOn13v4fD7cd999KCwsRFZWFq655hocO3as1zUnT57EbbfdBofDAYfDgdtuuw0dHR1SfMW0sHHjRlx99dUoLy8Hx3F46623ej0v5X2qr6/H1VdfjaysLBQWFuL++++H3+8X42sPmjPdtzvvvPO039+FF17Y6xo93relS5fivPPOg91uR3FxMa677jrs37+/1zX0mzudZO4b/eZO5/nnn8fEiROF4o81NTX417/+JTyvyt8aTwyaN954gzebzfyf/vQnfu/evfz3vvc9Pisriz969KjcTZOMxx9/nB83bhzvdDqFv9bWVuH5Z599lrfb7fzKlSv5Xbt28TfddBNfVlbGu91u4ZoFCxbwFRUV/Pr16/lt27bxs2bN4idNmsQHg0HhmiuuuIIfP348//HHH/Mff/wxP378eP6qq66S9LsOhnfffZd/5JFH+JUrV/IA+NWrV/d6Xqr7FAwG+fHjx/OzZs3it23bxq9fv54vLy/nFy5cKPo9SIUz3bc77riDv+KKK3r9/trb23tdo8f7NnfuXH7FihX87t27+R07dvBXXnklP2TIEL6zs1O4hn5zp5PMfaPf3Om8/fbb/Jo1a/j9+/fz+/fv5x9++GHebDbzu3fv5nlenb81Eklp4Pzzz+cXLFjQ67GzzjqL/9///V+ZWiQ9jz/+OD9p0qSEz4XDYb60tJR/9tlnhce8Xi/vcDj45cuX8zzP8x0dHbzZbObfeOMN4ZrGxkbeYDDwa9eu5Xme5/fu3csD4D/55BPhmi1btvAA+K+++kqEbyUupy72Ut6nd999lzcYDHxjY6Nwzeuvv85brVbe5XKJ8n3TRV8i6dprr+3zNXTfIrS2tvIA+A0bNvA8T7+5ZDn1vvE8/eaSJS8vj//zn/+s2t8audsGid/vxxdffIE5c+b0enzOnDn4+OOPZWqVPBw4cADl5eWorq7GzTffjMOHDwMA6urq0Nzc3OseWa1WzJgxQ7hHX3zxBQKBQK9rysvLMX78eOGaLVu2wOFw4IILLhCuufDCC+FwODRxr6W8T1u2bMH48eNRXl4uXDN37lz4fD588cUXon5PsaitrUVxcTFGjx6Ne+65B62trcJzdN8iuFwuAEB+fj4A+s0ly6n3jUG/ub4JhUJ444030NXVhZqaGtX+1kgkDZK2tjaEQiGUlJT0erykpATNzc0ytUp6LrjgArzyyiv497//jT/96U9obm7GRRddhPb2duE+9HePmpubYbFYkJeX1+81xcXFp312cXGxJu61lPepubn5tM/Jy8uDxWJR5b2cN28eXnvtNXzwwQf4xS9+gc8//xyXXnopfD4fALpvQCQeZNGiRbjkkkswfvx4APSbS4ZE9w2g31xf7Nq1C9nZ2bBarViwYAFWr16Ns88+W7W/NdOArib6hOO4Xv/nef60x7TMvHnzhH9PmDABNTU1GDFiBP7yl78IwYyp3KNTr0l0vdbutVT3SUv38qabbhL+PX78eEydOhVDhw7FmjVrcMMNN/T5Oj3dt4ULF2Lnzp3YvHnzac/Rb65v+rpv9JtLzJgxY7Bjxw50dHRg5cqVuOOOO7BhwwbhebX91siSNEgKCwthNBpPU6etra2nKVk9kZWVhQkTJuDAgQNCllt/96i0tBR+vx8nT57s95qWlpbTPuv48eOauNdS3qfS0tLTPufkyZMIBAKauJdlZWUYOnQoDhw4AIDu23333Ye3334bH374ISorK4XH6TfXP33dt0TQby6CxWLByJEjMXXqVCxduhSTJk3Cr3/9a9X+1kgkDRKLxYIpU6Zg/fr1vR5fv349LrroIplaJT8+nw/79u1DWVkZqqurUVpa2use+f1+bNiwQbhHU6ZMgdls7nWN0+nE7t27hWtqamrgcrnw2WefCdd8+umncLlcmrjXUt6nmpoa7N69G06nU7hm3bp1sFqtmDJliqjfUwra29vR0NCAsrIyAPq9bzzPY+HChVi1ahU++OADVFdX93qefnOJOdN9SwT95hLD8zx8Pp96f2sDCvMmEsJKALz44ov83r17+QceeIDPysrijxw5InfTJOMHP/gBX1tbyx8+fJj/5JNP+Kuuuoq32+3CPXj22Wd5h8PBr1q1it+1axd/yy23JEz9rKys5N977z1+27Zt/KWXXpow9XPixIn8li1b+C1btvATJkxQVQkAj8fDb9++nd++fTsPgP/lL3/Jb9++XSgXIdV9Yimys2fP5rdt28a/9957fGVlpSLTinm+//vm8Xj4H/zgB/zHH3/M19XV8R9++CFfU1PDV1RU6P6+ffe73+UdDgdfW1vbK1W9u7tbuIZ+c6dzpvtGv7nELFmyhN+4cSNfV1fH79y5k3/44Yd5g8HAr1u3jud5df7WSCSlid///vf80KFDeYvFwp977rm9UkX1AKt3YTab+fLycv6GG27g9+zZIzwfDof5xx9/nC8tLeWtVis/ffp0fteuXb3eo6enh1+4cCGfn5/PZ2Rk8FdddRVfX1/f65r29nb+1ltv5e12O2+32/lbb72VP3nypBRfMS18+OGHPIDT/u644w6e56W9T0ePHuWvvPJKPiMjg8/Pz+cXLlzIe71eMb9+yvR337q7u/k5c+bwRUVFvNls5ocMGcLfcccdp90TPd63RPcMAL9ixQrhGvrNnc6Z7hv95hJz1113CetgUVERP3v2bEEg8bw6f2scz/P8wGxPBEEQBEEQ2odikgiCIAiCIBJAIokgCIIgCCIBJJIIgiAIgiASQCKJIAiCIAgiASSSCIIgCIIgEkAiiSAIgiAIIgEkkgiCIAiCIBJAIokgCIIgCCIBJJIIgpCdJ554Auecc45sn/+jH/0I3/nOd5K6dvHixbj//vtFbhFBEEqAKm4TBCEqHMf1+/wdd9yB3/3ud/D5fCgoKJCoVTFaWlowatQo7Ny5E8OGDTvj9a2trRgxYgR27tyZ1MGnBEGoFxJJBEGISnNzs/DvN998E4899hj2798vPJaRkQGHwyFH0wAAzzzzDDZs2IB///vfSb/mxhtvxMiRI/HTn/5UxJYRBCE35G4jCEJUSktLhT+HwwGO40577FR325133onrrrsOzzzzDEpKSpCbm4snn3wSwWAQDz74IPLz81FZWYmXXnqp12c1NjbipptuQl5eHgoKCnDttdfiyJEj/bbvjTfewDXXXNPrsb///e+YMGECMjIyUFBQgMsuuwxdXV3C89dccw1ef/31Qd8bgiCUDYkkgiAUyQcffICmpiZs3LgRv/zlL/HEE0/gqquuQl5eHj799FMsWLAACxYsQENDAwCgu7sbs2bNQnZ2NjZu3IjNmzcjOzsbV1xxBfx+f8LPOHnyJHbv3o2pU6cKjzmdTtxyyy246667sG/fPtTW1uKGG25AvNH9/PPPR0NDA44ePSruTSAIQlZIJBEEoUjy8/Pxm9/8BmPGjMFdd92FMWPGoLu7Gw8//DBGjRqFJUuWwGKx4KOPPgIQsQgZDAb8+c9/xoQJEzB27FisWLEC9fX1qK2tTfgZR48eBc/zKC8vFx5zOp0IBoO44YYbMGzYMEyYMAH/8z//g+zsbOGaiooKADijlYogCHVjkrsBBEEQiRg3bhwMhtg+rqSkBOPHjxf+bzQaUVBQgNbWVgDAF198gYMHD8Jut/d6H6/Xi0OHDiX8jJ6eHgCAzWYTHps0aRJmz56NCRMmYO7cuZgzZw7+4z/+A3l5ecI1GRkZACLWK4IgtAuJJIIgFInZbO71f47jEj4WDocBAOFwGFOmTMFrr7122nsVFRUl/IzCwkIAEbcbu8ZoNGL9+vX4+OOPsW7dOvz2t7/FI488gk8//VTIZjtx4kS/70sQhDYgdxtBEJrg3HPPxYEDB1BcXIyRI0f2+usre27EiBHIycnB3r17ez3OcRwuvvhiPPnkk9i+fTssFgtWr14tPL97926YzWaMGzdO1O9EEIS8kEgiCEIT3HrrrSgsLMS1116LTZs2oa6uDhs2bMD3vvc9HDt2LOFrDAYDLrvsMmzevFl47NNPP8UzzzyDrVu3or6+HqtWrcLx48cxduxY4ZpNmzZh2rRpgtuNIAhtQiKJIAhNkJmZiY0bN2LIkCG44YYbMHbsWNx1113o6elBTk5On6/7zne+gzfeeENw2+Xk5GDjxo2YP38+Ro8ejUcffRS/+MUvMG/ePOE1r7/+Ou655x7RvxNBEPJCxSQJgtA1PM/jwgsvxAMPPIBbbrnljNevWbMGDz74IHbu3AmTicI6CULLkCWJIAhdw3EcXnjhBQSDwaSu7+rqwooVK0ggEYQOIEsSQRAEQRBEAsiSRBAEQRAEkQASSQRBEARBEAkgkUQQBEEQBJEAEkkEQRAEQRAJIJFEEARBEASRABJJBEEQBEEQCSCRRBAEQRAEkQASSQRBEARBEAkgkUQQBEEQBJGA/w8fSUZiqN8f9gAAAABJRU5ErkJggg==",
"text/plain": [
""
]
@@ -621,7 +621,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 12,
"id": "c513f706",
"metadata": {},
"outputs": [
@@ -631,13 +631,13 @@
""
]
},
- "execution_count": 10,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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",
"text/plain": [
""
]
@@ -652,7 +652,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 13,
"id": "311f94c4",
"metadata": {},
"outputs": [
@@ -662,13 +662,13 @@
""
]
},
- "execution_count": 11,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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",
"text/plain": [
""
]
@@ -685,7 +685,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 14,
"id": "3d89bc5e",
"metadata": {},
"outputs": [
@@ -695,13 +695,13 @@
""
]
},
- "execution_count": 12,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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",
"text/plain": [
""
]
@@ -717,17 +717,17 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 15,
"id": "173da9bc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "222.87990586395358"
+ "222.8930364856318"
]
},
- "execution_count": 13,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -739,7 +739,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 16,
"id": "fc748735",
"metadata": {},
"outputs": [
@@ -749,13 +749,13 @@
""
]
},
- "execution_count": 14,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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",
"text/plain": [
""
]
@@ -771,17 +771,17 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 17,
"id": "89d3dd21",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "2.087289702477976"
+ "2.0872897857473425"
]
},
- "execution_count": 15,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -795,7 +795,7 @@
"kernelspec": {
"display_name": "electrolyzer",
"language": "python",
- "name": "electrolyzer"
+ "name": "python3"
},
"language_info": {
"codemirror_mode": {
@@ -807,7 +807,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.9.12"
+ "version": "3.11.0"
}
},
"nbformat": 4,
diff --git a/examples/example_02_electrolyzer/example_run.py b/examples/example_02_electrolyzer/example_run.py
index a90d333..f1e789d 100644
--- a/examples/example_02_electrolyzer/example_run.py
+++ b/examples/example_02_electrolyzer/example_run.py
@@ -2,6 +2,7 @@
This example performs a fully controlled electrolyzer simulation using the
`run_electrolyzer` function. See `example_run.ipynb` for an interactive option.
"""
+
import os
import numpy as np
@@ -22,4 +23,4 @@
power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6
res = run_electrolyzer(fname_input_modeling, power_test_signal)
-# print(res)
+print(res)
diff --git a/examples/example_02_electrolyzer/modeling_options.yaml b/examples/example_02_electrolyzer/modeling_options.yaml
index d57241b..fc0501b 100644
--- a/examples/example_02_electrolyzer/modeling_options.yaml
+++ b/examples/example_02_electrolyzer/modeling_options.yaml
@@ -4,12 +4,15 @@ general:
electrolyzer:
dt: 1 # default
+ supervisor:
+ n_stacks: 7
+
+ controller:
+ control_type: BaselineDeg
+
stack:
- cell_area: 1000.0
+ cell_type: PEM
max_current: 2000
temperature: 60
n_cells: 100
stack_rating_kW: 500
- control:
- n_stacks: 7
- control_type: BaselineDeg # default
diff --git a/examples/example_03_optimization/modeling_options.yaml b/examples/example_03_optimization/modeling_options.yaml
index b6b90d9..43c435c 100644
--- a/examples/example_03_optimization/modeling_options.yaml
+++ b/examples/example_03_optimization/modeling_options.yaml
@@ -4,12 +4,26 @@ general:
electrolyzer:
dt: 1 # default
+ supervisor:
+ system_rating_MW: 2.0
+
+ controller:
+ control_type: BaselineDeg
+
stack:
- cell_area: 1000.0
+ cell_type: PEM
max_current: 2000
temperature: 60
n_cells: 100
stack_rating_kW: 500
- control:
- system_rating_MW: 2.0
- control_type: BaselineDeg
+
+
+ # stack:
+ # cell_area: 1000.0
+ # max_current: 2000
+ # temperature: 60
+ # n_cells: 100
+ # stack_rating_kW: 500
+ # control:
+ # system_rating_MW: 2.0
+ # control_type: BaselineDeg
diff --git a/examples/example_03_optimization/optimization.ipynb b/examples/example_03_optimization/optimization.ipynb
index eb2e147..fb08323 100644
--- a/examples/example_03_optimization/optimization.ipynb
+++ b/examples/example_03_optimization/optimization.ipynb
@@ -1,537 +1,687 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Example: Modeling Based on System/Stack Ratings\n",
- "\n",
- "This example demonstrates the use of `calc_rated_system` to test electrolyzer system configurations. Given a baseline electrolyzer definition, this tool will tune parameters such that the overall system matches a desired system rating.\n",
- "\n",
- "For a given baseline electrolyzer stack, and desired system rating, the function implements the following procedure:\n",
- "\n",
- "- determine a number of stacks by dividing the system rating by baseline stack rating\n",
- "- tune stack parameters to achieve a stack rating that matches the desired system rating when multiplied by the number of stacks\n",
- " - modify number of cells to get close to desired stack rating\n",
- " - solve for the residual power rating by modifying cell area\n",
- " \n",
- "This approach is intended to allow for smooth scaling of electrolyzer system sizes for hybrid system optimization without modifying electrolyzer configurations beyond acceptable values.\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [],
- "source": [
- "import pprint\n",
- "import copy\n",
- "\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "\n",
- "from electrolyzer import run_electrolyzer\n",
- "from electrolyzer.inputs import validation as val\n",
- "from electrolyzer.glue_code.optimization import calc_rated_system"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Model Creation"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{ 'electrolyzer': { 'control': { 'control_type': 'BaselineDeg',\n",
- " 'n_stacks': 1,\n",
- " 'system_rating_MW': 2.0},\n",
- " 'costs': {},\n",
- " 'description': 'A PEM electrolyzer model',\n",
- " 'dt': 1,\n",
- " 'name': 'electrolyzer_001',\n",
- " 'stack': { 'cell_area': 1000.0,\n",
- " 'include_degradation_penalty': True,\n",
- " 'max_current': 2000,\n",
- " 'n_cells': 100,\n",
- " 'stack_rating_kW': 500,\n",
- " 'temperature': 60}},\n",
- " 'general': {'verbose': False}}\n"
- ]
- }
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Example: Modeling Based on System/Stack Ratings\n",
+ "\n",
+ "This example demonstrates the use of `calc_rated_system` to test electrolyzer system configurations. Given a baseline electrolyzer definition, this tool will tune parameters such that the overall system matches a desired system rating.\n",
+ "\n",
+ "For a given baseline electrolyzer stack, and desired system rating, the function implements the following procedure:\n",
+ "\n",
+ "- determine a number of stacks by dividing the system rating by baseline stack rating\n",
+ "- tune stack parameters to achieve a stack rating that matches the desired system rating when multiplied by the number of stacks\n",
+ " - modify number of cells to get close to desired stack rating\n",
+ " - solve for the residual power rating by modifying cell area\n",
+ " \n",
+ "This approach is intended to allow for smooth scaling of electrolyzer system sizes for hybrid system optimization without modifying electrolyzer configurations beyond acceptable values.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pprint\n",
+ "import copy\n",
+ "\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "from electrolyzer import run_electrolyzer, run_lcoh\n",
+ "from electrolyzer.inputs import validation as val\n",
+ "from electrolyzer.glue_code.optimization import calc_rated_system"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Model Creation"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{ 'electrolyzer': { 'cell_params': { 'ALK_params': { 'electrode': { 'A_electrode': 300,\n",
+ " 'd_ac': 0.25,\n",
+ " 'd_am': 0.125,\n",
+ " 'd_cm': 0.125,\n",
+ " 'e_a': 0.2,\n",
+ " 'e_c': 0.2},\n",
+ " 'electrolyte': { 'w_koh': 30},\n",
+ " 'membrane': { 'A_membrane': 300,\n",
+ " 'e_m': 0.05},\n",
+ " 'model': 'default_hri',\n",
+ " 'pressure_operating': 1,\n",
+ " 'turndown_ratio': 0.25},\n",
+ " 'PEM_params': { 'cell_area': 1000,\n",
+ " 'max_current_density': 2,\n",
+ " 'turndown_ratio': 0.1},\n",
+ " 'cell_type': 'PEM',\n",
+ " 'max_current_density': 2},\n",
+ " 'controller': { 'control_type': 'BaselineDeg',\n",
+ " 'policy': { 'baseline': True,\n",
+ " 'eager_off': False,\n",
+ " 'eager_on': False,\n",
+ " 'even_dist': False,\n",
+ " 'sequential': False}},\n",
+ " 'costs': {},\n",
+ " 'degradation': { 'ALK_params': { 'rate_fatigue': 1.2820512820512823e-05,\n",
+ " 'rate_onoff': 0.00030726072607260716,\n",
+ " 'rate_steady': 5.092592592592592e-09},\n",
+ " 'PEM_params': { 'rate_fatigue': 3.33330244e-07,\n",
+ " 'rate_onoff': 0.000147821515,\n",
+ " 'rate_steady': 1.41737929e-10}},\n",
+ " 'description': 'An electrolyzer model',\n",
+ " 'dt': 1,\n",
+ " 'initial_power_kW': 0.0,\n",
+ " 'initialize': False,\n",
+ " 'name': 'electrolyzer_001',\n",
+ " 'stack': { 'cell_type': 'PEM',\n",
+ " 'include_degradation_penalty': True,\n",
+ " 'max_current': 2000,\n",
+ " 'n_cells': 100,\n",
+ " 'stack_rating_kW': 500,\n",
+ " 'temperature': 60},\n",
+ " 'supervisor': {'n_stacks': 1, 'system_rating_MW': 2.0}},\n",
+ " 'general': {'verbose': False}}\n"
+ ]
+ }
+ ],
+ "source": [
+ "fname_input_modeling = \"./modeling_options.yaml\"\n",
+ "modeling_options = val.load_modeling_yaml(fname_input_modeling)\n",
+ "pp = pprint.PrettyPrinter(indent=4)\n",
+ "\n",
+ "pp.pprint(modeling_options)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def plot_systems(models):\n",
+ " \"\"\"Plot a series of configured systems.\"\"\"\n",
+ " fig, axes = plt.subplots(5, 1, figsize=(6, 8))\n",
+ " fig.tight_layout()\n",
+ "\n",
+ " # n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n",
+ " # cell_area = [m[\"electrolyzer\"][\"stack\"][\"cell_area\"] for m in models]\n",
+ " # stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n",
+ " # n_stacks = [m[\"electrolyzer\"][\"control\"][\"n_stacks\"] for m in models]\n",
+ " # system_ratings = [m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] for m in models]\n",
+ "\n",
+ " n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n",
+ " cell_area = [m[\"electrolyzer\"][\"cell_params\"][\"PEM_params\"][\"cell_area\"] for m in models]\n",
+ " max_current = [m[\"electrolyzer\"][\"stack\"][\"max_current\"] for m in models]\n",
+ " stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n",
+ " n_stacks = [m[\"electrolyzer\"][\"supervisor\"][\"n_stacks\"] for m in models]\n",
+ " system_ratings = [m[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] for m in models]\n",
+ "\n",
+ " axes[0].plot(system_ratings, n_cells)\n",
+ " axes[0].set_ylabel(\"Cell Count\")\n",
+ " axes[0].set_title(\"Model Configurations\")\n",
+ "\n",
+ " axes[1].plot(system_ratings, cell_area)\n",
+ " axes[1].set_ylabel(\"Cell Area ($cm^2$)\")\n",
+ " \n",
+ " axes[2].plot(system_ratings, max_current)\n",
+ " axes[2].set_ylabel(\"Max Current ($A$)\")\n",
+ "\n",
+ " axes[3].plot(system_ratings, n_stacks)\n",
+ " axes[3].set_ylabel(\"Stack Count\")\n",
+ "\n",
+ " axes[4].plot(system_ratings, stack_rating)\n",
+ " axes[4].set_ylabel(\"Stack Rating (kW)\")\n",
+ " axes[4].set_xlabel(\"System Rating (MW)\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def build_models(system_ratings, modeling_options):\n",
+ " models = []\n",
+ " options = copy.deepcopy(modeling_options)\n",
+ "\n",
+ " for sys_rating in system_ratings:\n",
+ " options[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] = sys_rating\n",
+ " options_tuned = calc_rated_system(options)\n",
+ " models.append(options_tuned)\n",
+ "\n",
+ " return models\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Baseline Case\n",
+ "\n",
+ "This case shows the system configuration when stacks are tuned to a value that evenly divides desired system rating."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "system_ratings = np.linspace(1.0, 100, 100) # divides evenly\n",
+ "models = build_models(system_ratings, modeling_options)\n",
+ "\n",
+ "plot_systems(models)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Another Case\n",
+ "\n",
+ "In this case, the stacks need more tuning to match the desired system rating. However, these changes show the same general behavior as the baseline case."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# divides unevenly\n",
+ "system_ratings_uneven = np.arange(1.0, 100, 1.3)\n",
+ "\n",
+ "models_uneven = build_models(system_ratings_uneven, modeling_options)\n",
+ "\n",
+ "plot_systems(models_uneven)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Running Models for H2 Production\n",
+ "\n",
+ "Run the models and compare H2 production based on test power signals. The power signals are set to match the electrolyzer system rated power for each simulation."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def create_power_signal(rating):\n",
+ " \"\"\"Create cosine test signal from rating (MW).\"\"\"\n",
+ " test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10)\n",
+ " base_value = (rating / 2) + 0.2\n",
+ " variation_value = rating - base_value\n",
+ " power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6\n",
+ " \n",
+ " return power_test_signal"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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0NDw9PTU5xO3U2MQuMzOTli1bMnbsWEaMGFHh8507d+axxx5j4sSJFZ5j6tSpbNy4kZ9++gkHBwdeffVVBg0aRGhoKGq1usLX/Pzzz0ydOpXFixfTuXNnvv76awYOHMiZM2fw8vK6p9hLp19tbW0lsRNCCCHEPbtbCVet6GOnUqnKjdiVioqKwsfHp9yIXWpqKk5OTqxcuZKRI0cC/02Rbtq0if79+1d4rcDAQNq0acOSJUs0jzVt2pShQ4cyb968e4o3LS0NOzs7UlNTJbETQgghxF3da+7wwK6KDQ0NJT8/n379+mkec3d3JyAggP3791f4mry8PEJDQ8u8Bor3Zbzda6B4yjctLa3MTQghqioxI5eHPt/L6G8Osv3MdYqKavzndCFEFdXYqdiqiouLw9TUlLp165Z53MXFhbi4uApfk5CQQGFhIS4uLvf8GoB58+Yxe/bsqgcthBA32Xw6jjOxxR8UD0Qk4utkxcSuvgxr7YG5ScXlJEKI2u2BHbG7HUVR7j5/fcvzd3vNjBkzSE1N1dyio6O1EqsQ4sEWEpEEQHMPO2zMjIm4kcmM30/S5aOdfL49nKTMPANHKITQtwd2xM7V1ZW8vDySk5PLjNrFx8cTFBRU4WscHR1Rq9XlRufi4+PLjeLdzMzMDDMzM+0ELoQQFH+gDIlMBGDGwCY0r2fHz4ej+X5fFNdSsvls+wWW7L7IiDb1GN/FB18nawNHLITQhwd2xK5t27aYmJiwbds2zWOxsbGcOnXqtomdqakpbdu2LfMagG3btt32NUIIoQuXE7O4npaLiVpFa6+62JibMKGrL7tf68EXo1vT3MOOnPwiVodcofeC3Tz34xEORyVRC9bLCSHuoMaO2GVkZHDx4kXN/cjISMLCwrC3t8fLy4ukpCSuXLlCTEwMAOfPnweKR+pcXV2xs7Nj/PjxvPrqqzg4OGBvb8/06dNp3rw5ffr00Zy3d+/eDBs2jBdffBGAadOm8fTTT9OuXTs6derEN998w5UrV3j++ef1+O6FEA+60tG6lvXqYGH6Xz2dsdqIIS3dGdzCjZDIJL7dE8GOc/FsPXOdrWeu08qzDhO7+tLf3wVj9QP72V6IWqvGJnZHjhyhZ8+emvvTpk0DYMyYMaxYsYINGzYwduxYzfOjRo0CYObMmcyaNQuAzz77DGNjYx5//HFNg+IVK1aU6WF36dIlEhISNPdHjhxJYmIi7733HrGxsQQEBLBp0ya8vb11+XaFEKKM0vq6QF/7Cp9XqVR09HWgo68DF+PTWRYcybqj1wiLTuGFNUfxtLdgfGcfHmvniZVZjf1TIIS4Ra3oY1fTSB87IURVdf5wJ9dSsvlxXAe6NXa6p9fcSM9l5cHLrDwQRXJWPgB2FiY8GejFs0H1cbY112XIQogquNfcQRI7A5DETghRFdFJWXSd/y9qIxUnZvar9Ihbdl4h645eZVlwJJEJmQCYqFU80sqDiV198XO985ZFQgj9u9fcQcbfhRCihgmJ/K/Nyf1Mo1qYqnmqozejO3ix/ex1vtsbweGoZH4LvcpvoVfp1tiJ57r60rmhw13bPwkhqhdJ7IQQooY5VLJw4nb1dfdKbaSiv78r/f1dOXolme/2RrD5VBx7Ltxgz4UbNHWz5bluPgxq4Y6JLLQQokaQn1QhhKhhSkfsOvo4aO2cbbzqsvjJtuya3pNng+pjYaLmbGwar/x8nK4f/cvXuy+RlpOvtesJIXRDauwMQGrshBD3Ky41h47zdmCkguMz+2FjbqKT66Rk5bE65Aor9kdxIz0XACtTNaM6eDG2c33q1bXUyXWFEBW719xBRuyEEKIGKe1f5+9up7OkDqCOpSkv9GxI8Bs9mf9oCxq7WJOZV8iy4Ei6f7yLl9Ye48TVFJ1dXwhxf6TGTgghapCDpf3rfKpWX3evzIzVPN7Ok8fa1mP3hRt8tzeS4IsJbDwew8bjMXT0tWdiV196+jljZCQLLYQwNEnshBCiBikdseugp8SulEqlooefMz38nDkdk8p3eyPZeDyGgxFJHIxIooGTFRO7+jK0tQfmJuq7n1AIoRNSY2cAUmMnhLgf8ek5dPhgByoVHHunL3UsTQ0aT2xqNiv2RbEm5ArpuQUAOFqb8kyn+jzV0Rt7K8PGJ0RtIjV2QghRyxwqWQ3r52Jj8KQOwM3OghkPNWX/jF68/XBTPOpYkJCRx4JtFwj6cAdv/3FS0wBZCKEfekvs9uzZQ0FBQbnHCwoK2LNnj77CEEKIGqt0f9iOvtprc6INNuYmTOjqy67XevD5qFYEeNiSk1/EqoNX6PXpLp778QhHopKQCSIhdE9vU7FqtZrY2FicnZ3LPJ6YmIizszOFhYX6CKNakKlYIcT96PfZbi5cz2DJk20Y2NzN0OHclqIoHIxI4tu9Eew8F695vLVXHSZ29aW/vytqWWghRKVUuy3FFEWpcGuaxMRErKys9BWGEELUSEmZeVy4ngHof+FEZalUKjo1cKBTAwcuxqfz3d5Ifj96jWNXUpi8+ihe9paM7+LDY+3qYWkqa/iE0Cad/0QNHz4cKP5Bf/bZZzEzM9M8V1hYyIkTJwgKCtJ1GEIIUaOVbiPWyNkaB2uzuxxdfTR0tuHDES14tZ8fKw9E8ePBy1xJymLmhtMs2HaBpzp6MaZTfZxtzQ0dqhC1gs4TOzs7O6B4xM7GxgYLCwvNc6ampnTs2JGJEyfqOgwhhKjRNP3rqrg/rKE42ZgxrZ8fz/dowLrQqywLjiQqMYuv/r3Et3sieaSVO4+398TSVLetUsxN1Pg6WlU4gyREbaDzxO77778HoH79+kyfPl2mXYUQ4j6U7g8bqMX9YQ3B0tSYpzvV54lAb7aduc63eyMIvZzMr6FX+TX0ql5iaOpmy3PdfBjUwh0TtTSHELWL9LEzAFk8IYSojNSsfFq9vxVFgUNv9cbZpnZNW4ZeTmZZcARHL6egoNs/SSlZ+eQWFAHgamvO2M71GR3oha0Ot2cTQhuq3eKJ69evM336dHbs2EF8fHy5Ze+VXRW7Z88ePv74Y0JDQ4mNjWX9+vUMHTpU87yiKMyePZtvvvmG5ORkAgMD+eqrr/D39wcgKioKHx+fCs/9yy+/8Nhjj1X43KxZs5g9e3aZx1xcXIiLi6tU/EIIca8ORSWhKODraFXrkjqAtt51aevdVi/XSsnKY3XIFVbsjyIuLYd5/5zjy50XGdnek7Gd61OvrqVe4hBCV/SW2D377LNcuXKFd955Bzc3tyrXN2RmZtKyZUvGjh3LiBEjyj0/f/58FixYwIoVK2jcuDFz5syhb9++nD9/HhsbGzw9PYmNjS3zmm+++Yb58+czcODAO17b39+f7du3a+6r1bJ9jhBCd0IiihdO1NT6uuqkjqUpL/RsyISuPmwIi+HbvRFcuJ7BsuBIVuyP4uHmbkzs6kvzenaGDlWI+6K3xC44OJi9e/fSqlUrrZxv4MCBt03AFEVh4cKFvPXWW5pVuT/88AMuLi6sWbOGSZMmoVarcXV1LfO69evXM3LkSKytre94bWNj43KvFUIIXakt9XXViZmxmsfaefJo23rsvnCD7/ZGEnwxgQ3HY9hwPIaOvvZM7OpLTz9njKTnnqhB9FY16unpqbeu45GRkcTFxdGvXz/NY2ZmZnTv3p39+/dX+JrQ0FDCwsIYP378Xc8fHh6Ou7s7Pj4+jBo1ioiICK3FLoQQN0vLyed0TCogI3a6oFKp6OHnzKoJgfw9pQvDWntgbKTiYEQS4384Qt/PdvPToSvk5D84TfRFzaa3xG7hwoW8+eabREVF6fxapfVuLi4uZR6/Uy3csmXLaNq06V176gUGBvLjjz+yZcsWvv32W+Li4ggKCiIxMfG2r8nNzSUtLa3MTQgh7kVoVDJFCnjZW+JmZ3H3F4j75u9ux2cjW7H3jZ5M6uaLjZkxl25k8ubvJ+ny0U6+2BFOUmaeocMU4o70NhU7cuRIsrKyaNCgAZaWlpiYlF2BlJSUpPVr3lrHd7vdL7Kzs1mzZg3vvPPOXc958/Rv8+bN6dSpEw0aNOCHH35g2rRpFb5m3rx55RZcCCHEvThY0pg4sJrvNlGbuNlZMOOhprzYqyE/H47m+31RXEvJZsG2CyzedZFH29ZjfBdffBylfZeofvSW2C1cuFBfl9LUv8XFxeHm9t9+ivHx8eVG8QB+++03srKyeOaZZyp9LSsrK5o3b054ePhtj5kxY0aZpC8tLQ1PT89KX0sI8eAJ0TQmlvo6fbMxN2FCV1/GBNVn08lYvt0bwalraaw6eIXVIVfo29SF57r50ta7rjQ8FtWG3hK7MWPG6OtS+Pj44OrqyrZt22jdujUAeXl57N69m48++qjc8cuWLWPIkCE4OTlV+lq5ubmcPXuWrl273vYYMzOzMlupCSHEvcjMLeDktZL6OhmxMxgTtRGPtPJgSEt3DkYk8d3eCHaci2frmetsPXOdVp51eK6bL/39XVHLQgthYHpL7K5cuXLH5728vCp1voyMDC5evKi5HxkZSVhYGPb29nh5eTF16lTmzp1Lo0aNaNSoEXPnzsXS0pInnniizHkuXrzInj172LRpU4XX6d27N8OGDePFF18EYPr06QwePBgvLy/i4+OZM2cOaWlpek1chRAPhtDLyRQWKXjUscDTXvqrGZpKpaJTAwc6NXDgYnw63+2N5Pej1wiLTmHy6qN42VsyrnN9HmvniZWZ3v68ClGG3v7n1a9f/45D1ZVtUHzkyBF69uypuV861TlmzBhWrFjB66+/TnZ2NpMnT9Y0KN66dSs2NjZlzrN8+XI8PDzKrKC92aVLl0hISNDcv3r1KqNHjyYhIQEnJyc6duzIwYMH8fb2rlT8QghxNyFSX1dtNXS24cMRLXi1nx8rD0Tx48HLXEnKYtbGMyzYdgFvB93X3zVzs2VcFx/8XG3ufrB4YOhtS7Hjx4+XuZ+fn8+xY8dYsGABH3zwgabf3INAthQTQtyLR5fs58jlZD4a0ZyR7Ss3qyH0KzuvkN+OXmXZ3giiErP0eu3ujZ2Y2NWXzg0dpNavFrvX3MHge8X+/ffffPzxx+zatcuQYeiVJHZCiLvJziukxewt5Bcq7Jreg/qyArNGKCxSOHolmYycAp1eJ7egiA3Hr7H5VBxFJX/Fm7rZ8lw3Hwa1cMdErbduZkJPqt1esbfTuHFjDh8+bOgwhBCiWjl2JZn8QgUXWzO8HaS+rqZQG6loX18/U+cDAly5nJjJ8uBIfjlylbOxabzy83Hmbz7Ps0H1GR3oha25yd1PJGoVvSV2tzblVRSF2NhYZs2aRaNGjfQVhhBC1AgHb9pGTKbXxO14O1gx+5EAXunbmNUhV/h+XxSxqTnM++ccX+68yMj2noztXJ96deXDwYNCb4ldnTp1KmwY7OnpyU8//aSvMIQQokYIiShZOCHbiIl7UMfSlBd6NmRCVx/+DIvh2z0RhMdnsCw4khX7o3i4uRsTu/rSvJ6doUMVOqa3xO7ff/8tc9/IyAgnJycaNmyIsbHBZ4SFEKLayMkv5Fh0ClA8YifEvTIzVvN4O08ea1uP3Rdu8O3eCPZdTGTD8Rg2HI+ho689z3XzpUdjZ4yk516tpLeMqnv37vq6lBBC1GgnrqaSV1CEo7UZDZxk0YSoPJVKRQ8/Z3r4OXM6JpXv9kay8XgMByOSOBiRRAMnKyZ29WVoaw/MTdSGDldokV6XzVy6dImXXnqJPn360LdvX6ZMmcKlS5f0GYIQQlR7mmlYH3uprxNV5u9ux2cjW7H3jZ5M6uaLjZkxl25k8ubvJ+ny0U6+2BFOUmaeocMUWqK3xG7Lli00a9aMQ4cO0aJFCwICAggJCcHf359t27bpKwwhhKj2QkoXTkh9ndAiNzsLZjzUlP0zevH2w03xqGNBQkYeC7ZdIOjDHbzzxymiEjINHaaoIr31sWvdujX9+/fnww8/LPP4m2++ydatWzl69Kg+wqgWpI+dEOJ28guLaDFrK9n5hWyZ2k12FRA6k19YxKaTsXy7N4JT14o7V6hU0K+ZC89186Wtt3ywqE6qXYNic3NzTp48Wa61yYULF2jRogU5OTn6CKNakMROCHE7oZeTGbFkP3UtTQh9u68UuAudUxSFgxFJfLs3gp3n4jWPt/aqw5CW7pga1/xmxyZGRnT3c8LF1tzQody3ateg2MnJibCwsHKJXVhYGM7OzvoKQwghqrXS/WE7+NhLUif0QqVS0amBA50aOHAxPp3v9kby+9FrHLuSwrErKYYOT2tM1CoeaeXBxK6+tXokXG+J3cSJE3nuueeIiIggKCgIlUpFcHAwH330Ea+++qq+whBCiGotJOK/xsRC6FtDZxs+HNGCV/v5sTrkMmdj0+7+ohogLjWH41dT+S30Kr+FXqVbYyeeq6X76+ptKlZRFBYuXMinn35KTEwMAO7u7rz22mtMmTKl1n1h70SmYoUQFSkoLKLl7K1k5hXy95Qu+LtLM1khtOXYlWS+2xvJP6diNfvrNnG14bluvgxqUf2nnKtdjd3N0tPTAbCxqb1DoXciiZ0QoiLHo1N45Kt92Jobc+zdfqhlKlYIrbuSmMXyfZH8ciSarLxCAFxszRjb2YfRHbyws6ie++vea+6g8/Q0OzubDRs2aJI5KE7obGxsSEtLY8OGDeTm5uo6DCGEqPZurq+TpE4I3fBysGTWEH/2v9mL1/r74WxjxvW0XD785xxB83bw3sYzXE3OMnSY903nid0333zD559/XuHonK2tLV988QXfffedrsMQQohqT+rrhNCf0v11977Rk48fbUFjF2sy8wpZvi+S7h/v4qW1xzhxNcXQYVaazhO71atXM3Xq1Ns+P3XqVH744QddhyGEENVaYZHCoShpTCyEvpkZq3msnSdbpnbjh3Ed6NLQkcIihY3HYxiyaB8jvz7A9jPXKSrSe+XafdH5qtjw8HBatmx52+dbtGhBeHi4rsMQQohq7WxsGuk5BVibGdPMTWpvhdA3lUpF98ZOdG/sxOmYVJbtjWTD8RhCIpMIiUzCt2R/3WHVfH9dnY/YFRQUcOPGjds+f+PGDQoKCip93j179jB48GDc3d1RqVT88ccfZZ5XFIVZs2bh7u6OhYUFPXr04PTp02WO6dGjByqVqsxt1KhRd7324sWL8fHxwdzcnLZt27J3795Kxy+EEDcr3UasXf26GKur9+o8IWo7f3c7FpTur9u9eH/diBuZzCjZX/fz7dV3f12d//bw9/dn+/btt31+27Zt+Pv7V/q8mZmZtGzZkkWLFlX4/Pz581mwYAGLFi3i8OHDuLq60rdv3zKLOKC4v15sbKzm9vXXX9/xuj///DNTp07lrbfe4tixY3Tt2pWBAwdy5cqVSr8HIYQoFRJRvHBC6uuEqD7c7CyYMbD8/rqfbS/eX/et9SeJuJFh6DDL0HliN27cON5//33++uuvcs9t3LiROXPmMG7cuEqfd+DAgcyZM4fhw4eXe660Z95bb73F8OHDCQgI4IcffiArK4s1a9aUOdbS0hJXV1fNzc7uzn2jFixYwPjx45kwYQJNmzZl4cKFeHp6smTJkkq/B105eTXV0CEIISqh6Kb6ug4+Ul8nRHVjY27ChK6+7H6tB1+Mbk1zDzty8otYHXKF3gt289yPRzgclYQBOsiVo/PE7rnnnmPo0KEMGTKEZs2aMWzYMIYPH07Tpk0ZOnQogwcP5rnnntPqNSMjI4mLi6Nfv36ax8zMzOjevTv79+8vc+zq1atxdHTE39+f6dOnlxvRu1leXh6hoaFlzgvQr1+/cue9WW5uLmlpaWVuuvJn2DUGLwpmzl9nakyhpxAPugvx6aRk5WNhoqZFPWlKLER1Zaw2YkhLdza82JmfnutI7ybOKApsPXOdx5YeYMSS/eQWFBo2Rn1cZNWqVQwZMoQ1a9Zw4cIFFEXBz8+P2bNn8/jjj2v9enFxcQC4uLiUedzFxYXLly9r7j/55JP4+Pjg6urKqVOnmDFjBsePH2fbtm0VnjchIYHCwsIKz1t6zYrMmzeP2bNn3+/bqZQb6cU9Ab8LjiQhI5f5j7as9t20hXjQlbY5aetdFxOprxOi2lOpVHT0daCjb/H+usuCI1l39BoO1maYGRt2YYXe9op9/PHHdZLE3cmt25QpilLmsYkTJ2r+HRAQQKNGjWjXrh1Hjx6lTZs2933eW82YMYNp06Zp7qelpeHp6XnP76MyJnT1pa6lKa+vO8EfYTEkZuax9Km2WJnp7VsthKik0sbEgTINK0SN09DZhnnDWzCtrx/ZeYYdrQM9TMUagqurK0C5UbT4+Phyo203a9OmDSYmJrdtv+Lo6Ihara70ec3MzLC1tS1z06URbevx3Zh2WJio2RuewOhvD5KQIbt7CFEdKYrCocjS/nWycEKImsrJxgwvB0tDh1E7E7vS6dWbp1Tz8vLYvXs3QUFBt33d6dOnyc/Px83NrcLnTU1Nadu2bbmp2m3btt3xvIbQ08+ZNRMDqWtpwomrqTy6ZD9XEmvuFilC1FaXbmSQkJGHmbERLT2lvk4IUTU1NrHLyMggLCyMsLAwoHjBRFhYGFeuXEGlUjF16lTmzp3L+vXrOXXqFM8++yyWlpY88cQTAFy6dIn33nuPI0eOEBUVxaZNm3jsscdo3bo1nTt31lynd+/eZVqqTJs2je+++47ly5dz9uxZXnnlFa5cucLzzz+v1/d/L1p71eW3/wXhUceCqMQshi/Zz+kYWTErRHVysKS+rrVXHYPX5gghar4aW3h15MgRevbsqblfWsM2ZswYVqxYweuvv052djaTJ08mOTmZwMBAtm7dqtmz1tTUlB07dvD555+TkZGBp6cnDz/8MDNnzkSt/u+X66VLl0hISNDcHzlyJImJibz33nvExsYSEBDApk2b8Pb21tM7r5wGTtb8PjmIMcsPcS4unZFfH+SbZ9oS1MDR0KEJIfivMbH0rxNCaINKqQ5NVx4waWlp2NnZkZqaqvN6u1Kp2fk89+MRQiKTMFUb8dnIVjzcouIpZyGEfiiKQuDcHcSn57JmYqB84BJC3Na95g46HbGrqHnw7fz+++86jETYWZjww7gOvPJzGP+ciuPFtUdJyPBnTFB9Q4cmxAMrKjGL+PRcTNVGtPGqa+hwhBC1gE4Tu7vt4iD0y9xEzaIn2jBzwylWHbzCzA2nuZGey6v9Gt+xXYsQQjdKtxFr6WlXrTcVF0LUHDpN7L7//ntdnl7cB7WRivcfCcDZxpwF2y6w6N+LxKfnMHdYc9l4XAg9k/o6IYS2yV/yB5BKpWJK70bMG94cIxX8cuQqz68KrRaNFYV4UCiKohmxC/SVxsRCCO3Q6Yhd69at73mK7+jRo7oMRVRgdAcv7K1MmbL2GNvPxvPUshCWjWlHHUtTQ4cmRK13NTmbmNQcjI1UtPWW+johhHboNLEbOnSoLk8vtKC/vyurJgQyfsVhQi8n8+jSA/w4rgPudSwMHZoQtdrBktG65vXssDStsZ2nhBDVjE5/m8ycOVOXpxda0r6+Pb8+X9zr7mJ8BiOW7OeHcR1o7GJj6NCEqLWkvk4IoQt6rbFLSUnhu+++Y8aMGSQlFf9SO3r0KNeuXdNnGKICfq42rJscRENna2JTc3h0yX6ORCUZOiwhaq2QSKmvE0Jon94SuxMnTtC4cWM++ugjPvnkE1JSUgBYv349M2bM0FcY4g486ljw66ROtPaqQ1pOAU9+F8K2M9cNHZYQtU5MSjbRSdkYqaCd1NcJIbRIb4ndtGnTePbZZwkPD8fc3Fzz+MCBA9mzZ4++whB3UdfKlDUTOtK7iTO5BUVMWnmEnw5dMXRYQtQqh0qmYQM87LAxNzFwNEKI2kRvid3hw4eZNGlSucc9PDyIi4vTVxjiHliYqvn66bY81rYeRQq8+ftJvtwRjuw+J4R2aKZhfWQaVgihXXpL7MzNzUlLSyv3+Pnz53FyctJXGOIeGauNmP9oC17o2QCAT7ddYOaG0xQWSXInRFWFRMjCCSGEbugtsXvkkUd47733yM/PB4qb5F65coU333yTESNG6CsMUQkqlYrX+jdh1uBmqFTw44HLvLT2KDn50shYiPsVn5ZDREImKhW0lxE7IYSW6S2x++STT7hx4wbOzs5kZ2fTvXt3GjZsiI2NDR988IG+whD34dnOPnw5ujWmaiM2nYzj2e8PkZaTb+iwhKiRStucNHW1xc5C6uuEENqlt66Ytra2BAcHs3PnTo4ePUpRURFt2rShT58++gpBVMGgFu7YW5ry3MpQDkYkMfLrg7w7qBkm6nvbWeR+1atriaud+d0PFKKGkDYnQghdUilSEa93aWlp2NnZkZqaiq2traHDqZRT11J59vvDJGTk6uV6RioYGODGhK4+tPaSthCi5uu7YDfh8RksfaotAwJcDR2OEKKGuNfcQecjdjt37uTFF1/k4MGD5QJJTU0lKCiIpUuX0rVrV12HIrQgwMOO3/8XxP+tP8nV5CydXqtQUYhOyubvk7H8fTKW9vXrMrGrL32aumBkpNuRQiF0ITEjl/D4DAA6SH2dEEIHdJ7YLVy4kIkTJ1aYXdrZ2TFp0iQWLFhQ6cRuz549fPzxx4SGhhIbG8v69evL7E2rKAqzZ8/mm2++ITk5mcDAQL766iv8/f0BSEpKYubMmWzdupXo6GgcHR0ZOnQo77//PnZ2dre97qxZs5g9e3aZx1xcXB6oli1eDpasmhCol2udjU3ju72RbDh+jcNRyRyOCsXH0YrxXXwY0aYeFqZqvcQhhDaU9q/zc7HB3srUwNEIIWojnS+eOH78OAMGDLjt8/369SM0NLTS583MzKRly5YsWrSowufnz5/PggULWLRoEYcPH8bV1ZW+ffuSnp4OQExMDDExMXzyySecPHmSFStWsHnzZsaPH3/Xa/v7+xMbG6u5nTx5stLxi3vT1M2WTx9vSfAbvfhfjwbYmhsTmZDJ23+cIujDHSzYdkFv08JCVJVmf1iprxNC6IjOR+yuX7+OicntV34ZGxtz48aNSp934MCBDBw4sMLnFEVh4cKFvPXWWwwfPhyAH374ARcXF9asWcOkSZMICAhg3bp1mtc0aNCADz74gKeeeoqCggKMjW//pTE2NsbVVWpj9MnF1pw3BjThxZ4N+eVINMuCI7manM0XO8JZuvsSI9rUY0JXHxo4WRs6VCFu62BEaWNi6V8nhNANnY/YeXh43HFE68SJE7i5uWn1mpGRkcTFxdGvXz/NY2ZmZnTv3p39+/ff9nWlBYl3SuoAwsPDcXd3x8fHh1GjRhEREaG12MWdWZkZM7azD7um9+CrJ9rQ0rMOeQVFrD10hd6f7mbCD4c5GJEou2SIaiclK4/z14tnDKS+TgihKzpP7B566CHeffddcnJyyj2XnZ3NzJkzGTRokFavWVrv5uLiUubxO9XCJSYm8v7771e47dnNAgMD+fHHH9myZQvffvstcXFxBAUFkZiYeNvX5ObmkpaWVuYmqsZYbcTDLdz4Y3IQvz7fib7NXFCpYPvZeEZ9c5BHvtrHxuMxFBQWGTpUIYDi+jpFgQZOVjjZmBk6HCFELaXzqdi3336b33//ncaNG/Piiy/i5+eHSqXi7NmzfPXVVxQWFvLWW2/p5NoqVdmVk4qilHsMipcQP/zwwzRr1oyZM2fe8Zw3T/82b96cTp060aBBA3744QemTZtW4WvmzZtXbsGF0A6VSkX7+va0r29PxI0MlgVH8lvoVU5cTeWltcfwqGPBuC4+jGzvibWZ3to2ClHOf/V1Mg0rhNAdnY/Yubi4sH//fgICApgxYwbDhg1j6NCh/N///R8BAQHs27ev3MhaVZXWv906OhcfH1/uWunp6QwYMABra2vWr19/x3rAilhZWdG8eXPCw8Nve8yMGTNITU3V3KKjoyt1DXFvfJ2s+WBYc/a/2YtX+jTGwcqUaynZvP/XGTrN28G8f84Sl1p+5FgIfdA0JpZpWCGEDullCMPb25tNmzaRnJzMxYsXURSFRo0aUbeubhrO+vj44OrqyrZt22jdujUAeXl57N69m48++khzXFpaGv3798fMzIwNGzZgbl75HQ5yc3M5e/bsHdu1mJmZYWYmUy/64mBtxst9GjGpuy/rj13j270RRNzI5OvdESzbG8mQVu5M7OpLU7ea1Rxa1FxpOfmciSkuwegoI3ZCCB3S69xU3bp1ad++vVbOlZGRwcWLFzX3IyMjCQsLw97eHi8vL6ZOncrcuXNp1KgRjRo1Yu7cuVhaWvLEE08AxSN1/fr1Iysri1WrVpWpfXNyckKtLu6P1rt3b4YNG8aLL74IwPTp0xk8eDBeXl7Ex8czZ84c0tLSGDNmjFbel9AecxM1ozt4MbKdJzvPxfPt3ghCIpP4/eg1fj96ja6NHJnQ1ZdujRwrnKIXQluORCVRpEB9B0tcbGWLPCGE7tTYoqMjR47Qs2dPzf3S+rYxY8awYsUKXn/9dbKzs5k8ebKmQfHWrVuxsbEBIDQ0lJCQEAAaNmxY5tyRkZHUr18fgEuXLpGQkKB57urVq4wePZqEhAScnJzo2LEjBw8exNvbW5dvV1SBkZGKPs1c6NPMhePRKXy7N4J/TsWxNzyBveEJuNmZY6Xj+jszYyMeau7Gk4Fe1LGUxrQPmpCIkvo6aXMihNAx2SvWAGryXrG1RXRSFt/vi+Lnw1fIzCvU23UtTNSMbO/JuM4+eDlY6u26wrAe+Wofx6NTWPB4S4a3qWfocIQQNdC95g6S2BmAJHbVR1pOPmdj0tD1D0F0UhbL90VxNrZ4ut9IBQMCXJnY1ZfWXrqpNRXVQ0ZuAS1nb6WwSGHfm73wqGNh6JCEEDXQveYONXYqVghtsDU30Uv7iY6+Djzath77Libyzd4I9ly4waaTcWw6GUc777pM7OZLn6YuqI2k1q+2Cb2cTGGRQr26FpLUCSF0ThI7IfREpVLRpZEjXRo5ci4uje/2RvJn2DWOXE7myMpQfBytGNfFh0fb1MPCVG3ocIWWhMg2YkIIPdJ5HzshRHlNXG355LGWBL/Ri8k9GmBrbkxkQibv/HGKoA93sGDbBRIycg0dptCC/xoTS/86IYTuSY2dAUiNnbhVZm4BvxyJZllwJFeTswEwNTZiRBsPxnfxpaGztYEjFPcjO6+QFrO3kF+osOe1nrJgRghx3+41d5AROyGqASszY8Z29mHX9B589UQbWnrWIa+giLWHoumzYDfjVxzmYEQi8jmsZjl6JZn8QgVXW3M87aW+Tgihe1JjJ0Q1Yqw24uEWbjzU3JUjl5P5Zk8E289eZ8e5eHaci6dFPTsmdPXloQBXjNXyuay609TX+dpLE2whhF5IYidENaRSqWhf35729e2JuJHBsuBIfgu9yomrqUxZe4yP6lgwrosPI9t7Yq3j5sri/h2MlMbEQgj9kho7A5AaO3E/EjNyWXnwMisPXCYxMw8AG3Njngj0YmyQD652slVVdZKTX0iL2VvJKyhix6vdaeAkdZJCiPsnDYqrMUnsRFXk5Bfy+9FrfLc3goiETACMjVQMbumOv7v8f6ou4lJz+C44EkdrMw6/1VumYoUQVSKJXTUmiZ3QhqIihZ3n4vlmbwSHSqb8RPUzqIUbi55oY+gwhBA1nOw8IUQtZ2Skok8zF/o0c+F4dAq/hV4lI7fA0GGJm5gZG/FcN19DhyGEeIBIYidELdDSsw4tPesYOgwhhBAGJv0ShBBCCCFqCUnshBBCCCFqCZmKNYDS9SppaWkGjkQIIYQQNUFpznC3Na+S2BlAeno6AJ6engaORAghhBA1SXp6OnZ2drd9XtqdGEBRURExMTHY2NhIb6t7lJaWhqenJ9HR0dIiphqT71PNId+rmkG+TzWHrr9XiqKQnp6Ou7s7Rka3r6STETsDMDIyol69eoYOo0aytbWVX241gHyfag75XtUM8n2qOXT5vbrTSF0pWTwhhBBCCFFLSGInhBBCCFFLSGInagQzMzNmzpyJmZmZoUMRdyDfp5pDvlc1g3yfao7q8r2SxRNCCCGEELWEjNgJIYQQQtQSktgJIYQQQtQSktgJIYQQQtQSktgJIYQQQtQSktiJamvevHm0b98eGxsbnJ2dGTp0KOfPnzd0WOIezJs3D5VKxdSpUw0dirjFtWvXeOqpp3BwcMDS0pJWrVoRGhpq6LDELQoKCnj77bfx8fHBwsICX19f3nvvPYqKigwd2gNtz549DB48GHd3d1QqFX/88UeZ5xVFYdasWbi7u2NhYUGPHj04ffq0XmOUxE5UW7t37+aFF17g4MGDbNu2jYKCAvr160dmZqahQxN3cPjwYb755htatGhh6FDELZKTk+ncuTMmJib8888/nDlzhk8//ZQ6deoYOjRxi48++oilS5eyaNEizp49y/z58/n444/58ssvDR3aAy0zM5OWLVuyaNGiCp+fP38+CxYsYNGiRRw+fBhXV1f69u2r2SNeH6Tdiagxbty4gbOzM7t376Zbt26GDkdUICMjgzZt2rB48WLmzJlDq1atWLhwoaHDEiXefPNN9u3bx969ew0diriLQYMG4eLiwrJlyzSPjRgxAktLS1auXGnAyEQplUrF+vXrGTp0KFA8Wufu7s7UqVN54403AMjNzcXFxYWPPvqISZMm6SUuGbETNUZqaioA9vb2Bo5E3M4LL7zAww8/TJ8+fQwdiqjAhg0baNeuHY899hjOzs60bt2ab7/91tBhiQp06dKFHTt2cOHCBQCOHz9OcHAwDz30kIEjE7cTGRlJXFwc/fr10zxmZmZG9+7d2b9/v97iMNbblYSoAkVRmDZtGl26dCEgIMDQ4YgK/PTTTxw9epTDhw8bOhRxGxERESxZsoRp06bxf//3fxw6dIgpU6ZgZmbGM888Y+jwxE3eeOMNUlNTadKkCWq1msLCQj744ANGjx5t6NDEbcTFxQHg4uJS5nEXFxcuX76stzgksRM1wosvvsiJEycIDg42dCiiAtHR0bz88sts3boVc3NzQ4cjbqOoqIh27doxd+5cAFq3bs3p06dZsmSJJHbVzM8//8yqVatYs2YN/v7+hIWFMXXqVNzd3RkzZoyhwxN3oFKpytxXFKXcY7okiZ2o9l566SU2bNjAnj17qFevnqHDERUIDQ0lPj6etm3bah4rLCxkz549LFq0iNzcXNRqtQEjFABubm40a9aszGNNmzZl3bp1BopI3M5rr73Gm2++yahRowBo3rw5ly9fZt68eZLYVVOurq5A8cidm5ub5vH4+Phyo3i6JDV2otpSFIUXX3yR33//nZ07d+Lj42PokMRt9O7dm5MnTxIWFqa5tWvXjieffJKwsDBJ6qqJzp07l2sZdOHCBby9vQ0UkbidrKwsjIzK/olWq9XS7qQa8/HxwdXVlW3btmkey8vLY/fu3QQFBektDhmxE9XWCy+8wJo1a/jzzz+xsbHR1C/Y2dlhYWFh4OjEzWxsbMrVPlpZWeHg4CA1kdXIK6+8QlBQEHPnzuXxxx/n0KFDfPPNN3zzzTeGDk3cYvDgwXzwwQd4eXnh7+/PsWPHWLBgAePGjTN0aA+0jIwMLl68qLkfGRlJWFgY9vb2eHl5MXXqVObOnUujRo1o1KgRc+fOxdLSkieeeEJ/QSpCVFNAhbfvv//e0KGJe9C9e3fl5ZdfNnQY4hYbN25UAgICFDMzM6VJkybKN998Y+iQRAXS0tKUl19+WfHy8lLMzc0VX19f5a233lJyc3MNHdoD7d9//63w79KYMWMURVGUoqIiZebMmYqrq6tiZmamdOvWTTl58qReY5Q+dkIIIYQQtYTU2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BKS2AkhhBBC1BLGhg7gQVRUVERMTAw2NjaoVCpDhyOEEEKIak5RFNLT03F3d8fI6A7jcko1tHv3bmXQoEGKm5ubAijr168v83xRUZEyc+ZMxc3NTTE3N1e6d++unDp1qswxOTk5yosvvqg4ODgolpaWyuDBg5Xo6OgyxyQlJSlPPfWUYmtrq9ja2ipPPfWUkpycfMfY7uXadxMdHa0AcpOb3OQmN7nJTW6Vut2ay9yqWo7YZWZm0rJlS8aOHcuIESPKPT9//nwWLFjAihUraNy4MXPmzKFv376cP38eGxsbAKZOncrGjRv56aefcHBw4NVXX2XQoEGEhoaiVqsBeOKJJ7h69SqbN28G4LnnnuPpp59m48aNt43tXq59N6XHRUdHY2trW6mvjRBCCCEePGlpaXh6et4916jUUJMBQNkRu6KiIsXV1VX58MMPNY/l5OQodnZ2ytKlSxVFUZSUlBTFxMRE+emnnzTHXLt2TTEyMlI2b96sKIqinDlzRgGUgwcPao45cOCAAijnzp2rMJZ7ufa9SE1NVQAlNTX1nl8jhBBCiAfXveYONW7xRGRkJHFxcfTr10/zmJmZGd27d2f//v0AhIaGkp+fX+YYd3d3AgICNMccOHAAOzs7AgMDNcd07NgROzs7zTH3c+2K5ObmkpaWVuYmhBBCCKFtNS6xi4uLA8DFxaXM4y4uLprn4uLiMDU1pW7dunc8xtnZudz5nZ2dNcfcz7UrMm/ePOzs7DQ3T0/PO73Fam/H2ev0+Phf5vx1xtChCCGEEOImWkns8vPziY6O5vz58yQlJWnjlHd162pSRVHuusL01mMqOv5ezlPZa8+YMYPU1FTNLTo6+o7nr64ycwuY8ftJxv9whKjELFaFXCavoMjQYQkhhBCixH0ndhkZGXz99df06NEDOzs76tevT7NmzXBycsLb25uJEydy+PBhbcYKgKurK0C5EbL4+HjNSJqrqyt5eXkkJyff8Zjr16+XO/+NGzfKjchV5toVMTMzw9bWtsytpjl6JZmHv9jL2kNXADBVG5GTX8SJqymGDUwIIYQQGveV2H322WfUr1+fb7/9ll69evH7778TFhbG+fPnOXDgADNnzqSgoIC+ffsyYMAAwsPDtRawj48Prq6ubNu2TfNYXl4eu3fvJigoCIC2bdtiYmJS5pjY2FhOnTqlOaZTp06kpqZy6NAhzTEhISGkpqZqjrmfa9c2+YVFLNh6nkeX7CcqMQt3O3PWTAikd9PiaeyQSP2M0AohhBDi7u6r3cn+/fv5999/ad68eYXPd+jQgXHjxrF06VKWLVvG7t27adSo0T2fPyMjg4sXL2ruR0ZGEhYWhr29PV5eXkydOpW5c+fSqFEjGjVqxNy5c7G0tOSJJ54AwM7OjvHjx/Pqq6/i4OCAvb0906dPp3nz5vTp0weApk2bMmDAACZOnMjXX38NFLc7GTRoEH5+fpprN2nShHnz5jFs2DBUKtVdr12bXLqRwSs/h3HiaioAQ1u5M/uRAOwsTLhwPZ1/TsVxMCKRF3o2NHCkQgghhID7TOx+/fXXezrOzMyMyZMnV/r8R44coWfPnpr706ZNA2DMmDGsWLGC119/nezsbCZPnkxycjKBgYFs3bq1TG+Xzz77DGNjYx5//HGys7Pp3bs3K1as0PSwA1i9ejVTpkzRrHIdMmQIixYtKhPL+fPnSU1N1dy/l2vXdIqisOrgZT7YdJac/CJszY35YFhzBrd01xzTwccBgNDLyeQXFmGirnHrcIQQQohaR6UoilKZF2RnZ5OUlISHh0eZx0+fPo2/v79Wg6ut0tLSsLOzIzU1tdrV211Py+G1306w58INALo0dOTjx1rgZmdR5riiIoXW728jNTuf9ZODaO1Vt6LTCSGEEEIL7jV3qNQwy2+//Ubjxo156KGHaNGiBSEhIZrnnn766fuPVlQL/5yMpf/CPey5cAMzYyNmDm7Gj+M6lEvqAIyMVLSvbw9InZ0QQghRXVQqsZszZw5Hjx7l+PHjLF++nHHjxrFmzRqgePpO1ExpOflM+yWM/60+SkpWPv7utvz1UhfGdvbByOj2bVw6+pYkdhGJ+gpVCCGEEHdQqRq7/Px8nJycAGjXrh179uxh+PDhXLx48a6930T1FBKRyLRfjnMtJRsjFfyvRwNe7t0YU+O75/yBJXV2R6KSKSxSUN8hCRRCCCGE7lVqxM7Z2ZkTJ05o7js4OLBt2zbOnj1b5nFR/eUWFDJv01lGfXuQaynZeNpb8MukTrzWv8k9JXUAzdxtsTEzJj23gDMxsk2aEEIIYWiVSuxWrlxZbhsuU1NT1q5dy+7du7UamNCd83HpDP1qP1/viUBR4PF29fjn5W60K6mZu1dqIxXt6hcvmgiJlOlYQ1IUhT0XbpCUmWfoUIQQQhhQpRK7evXqaXZfuFXnzp21EpDQnaIihe/2RjD4y2DOxqZhb2XK10+3Zf6jLbE2u6/ONwT6Fk/HygIKw/rnVBzPLD/Ew1/s5XxcuqHDEUIIYSD399f8JikpKSxbtoy4uDh8fHxo1aoVLVu2xMrKShvxCS25lpLN9F+Oc6BkoUOvJs58NKIFTjZmVTpvoE/xKN/hqCSKipQ7LrYQuvP3yVgAYlNzeHTpfr59ph0dS5JuIYQQD44qJ3bDhw/n5MmTtG/fnn/++YcLFy5QVFSEr68vrVq14pdfftFGnOI+KYrCn2ExvPPnKdJzCrAwUfPOoGaM7uCplQUvAR52WJqqScnK5/z1dJq6Va++fA+CvIIidp8v7jvo62RFxI1Mnll2iE8fb1mmqbQQQojar8qJXUhICLt376Zdu3YA5Obmcvr0aY4fP87x48erHKC4fylZebz9xyn+OlE8mtPKsw6fjWyFj6P2RlNN1Ea09a7L3vAEQiISJbEzgJDIRDJyC3C0NuPvl7oy7Zcw/jkVx0trj3E9LYcJXX0NHaIQQgg9qXJiFxAQgJHRf6V6ZmZmtGnThjZt2lT11KIK9obfYPqvx7melovaSMXLvRsxuUcDjHWw9VdHX4fixC4yiWc7+2j9/OLOdpyNB6BPU2csTNUseqIN7/91hhX7o5jz91liU3N466GmMk0uhBAPgCr/lf/oo4945513yMnJ0UY8oopy8guZteE0Ty87xPW0XHwdrfj9f0FM6d1IJ0kd/FdndygySRpV65miKGw7cx2APk1dgOLVyjMHN2PGwCYALAuO5KWfjpFbUGiwOIUQojbLLShk/uZzhEWnGPzvYJX/0vv4+JCenk7Tpk35v//7P/7880+uXLmijdjEffi/9SdZsT8KgKc7evP3lK609Kyj02u2qFcHcxMjEjPzuBifodNribLOxaVzLSUbcxMjOjd01DyuUqmY1L0Bn49qhYlaxd8nYnlm2SFSs/MNGK0QQtRO+y4msHjXJZ778QiGHt+ocmI3YsQIoqOj6dmzJ4cOHWL8+PH4+Pjg4OBAr169tBGjqIQpvRpR38GS78e25/2hAViYqnV+TVNjI9p4FfezOyhtT/Rqe8loXZeGjhV+rx9p5cGKsR2wNjMmJDKJx5buJyYlW99hCiFErbbpZBwAAwNcDV72UuXE7syZM/z5558sX76c7du3k5CQQGRkJMuXL6d79+7aiFFUQn1HK3a82oOefs53P1iLSrcXk31j9Wv72bLTsBXp3NCRXyZ1wsXWjAvXMxi+eD/n4mSnEFG9LAuOZOKPR0jLkVHl6mJNyBU+/OccBYVFhg6lWssrKGLr6ZLErrmbgaPRQmLXvn17MjLKTr95eXnxyCOPMHPmzKqeXtwHQ+zZGuhbXGcXInV2enM9LYfjV1MB6NX0zol8M3dbfp/cmYbO1sSl5fDYkgPsv5SgjzCFuKv1x67y/l9n2HbmOr8cjjZ0OAKIS83h7T9OsnT3JZbvizR0ONXagYhE0nKKOxO0r+QOTrpQ5cRu6tSpzJo1i+TkZG3EI2qoVp51MDU24kZ6LpEJmYYO54FQuhq2lWcdnG3M73q8Rx0Lfnu+Ex3q25OeW8Czyw+z4XiMrsMU4o6OXUnmjXUnNfd/OhwtHw6rgV+ORFNU8m1YsO0ClxPl9/rtbCppKTYgwMUgAyu30kqN3fbt22nUqBHjxo3jm2++4fDhw+Tm5mojPlFDmJuoaVWySEO2F9OP0mnYvs1uPw17qzqWpvw4vgMPNXclr7CIKWuP8d3eCF2FKMQdxaXmMGllKHkFRfTwc8LCRM3F+AyOXpGBAkMqLFL4uWTk1MHKlJz8It5cd1IS7grkFxax5UzxNOxDAYafhgUtJHaRkZGsX7+eKVOmkJKSwkcffUTHjh2xsbGhRYsW2ohR1BAdS9qeSJ2d7mXlFRB8sXgq9U71dRUxN1Hz5eg2PBtUH4A5f5/lvY1nKCqSX9pCf3LyC3lu5RHi03Pxc7Fh0RNtGNSi+A/jT4dkOtaQ9obf4FpKNnYWJvz0XEfMTYw4EJGoSfbEf0IikkjJysfeypQOPoafhgUtJHbe3t488sgjvPvuu/z+++9cunSJlJQUduzYwaRJk7QRY4XS09OZOnUq3t7eWFhYEBQUxOHDhzXPX79+nWeffRZ3d3csLS0ZMGAA4eHhmuejoqJQqVQV3n799dfbXnfWrFnljnd1ddXZ+6xJAkv2JpU6O93bG55AXkERnvYWNHaxrvTrS3vd/d9Dxb3ulu+L5KW1x8jJl153QvcUReH1305w4moqdS1N+G5MO6zNjBnVwROAv07Eki6LKAxm7aHilmXDWnvQyMWG6f38APhg01mup0nP2pttOlU8Ddvf30VnvWIrq8pRBAcHl9s6zMbGhq5du/LCCy9U9fS3NWHCBLZt28bKlSs5efIk/fr1o0+fPly7dg1FURg6dCgRERH8+eefHDt2DG9vb/r06UNmZnGdgKenJ7GxsWVus2fPxsrKioEDB97x2v7+/mVed/LkyTse/6Bo41UXE7WK2NQcopOkpYYu7bhpNez97vmrUql4rttNve5OxvLM8kOkZskfVKFbi3ddYsPxGIyNVCx+si2e9pZA8e+Qhs7WZOcXSv2ngcSn5Wjqd0d38AJgbGcfWtazIz2ngHf/PGXI8KqVwiKFLadK25xUj2lY0EJi99JLLxEaGlru8QsXLpCamlrV01coOzubdevWMX/+fLp160bDhg2ZNWsWPj4+LFmyhPDwcA4ePMiSJUto3749fn5+LF68mIyMDNauXQuAWq3G1dW1zG39+vWMHDkSa+s7j4AYGxuXeZ2Tk5NO3mdNY2GqpkW9OgAcjJTpWF0pLFI0v3j7VnIatiKPtPLgh7EdsDEz5lBkEo9KrzuhQ9vOXOeTrecBmDXEn04NHDTPqVQqRrUvHrWTaT/D+DX0KgVFCm286uDnagMUj/B/OKIFxkYqtpy+zj8nYw0cZfVwKDKJxMw86lialPl/bGhVTuzOnz9fYb+6f//9l9GjR1f19BUqKCigsLAQc/OyKwEtLCwIDg7WLNy4+Xm1Wo2pqSnBwcEVnjM0NJSwsDDGjx9/1+uHh4fj7u6Oj48Po0aNIiLizsXnubm5pKWllbnVVoGaOjtZQKErYdEpJGbmYWNuTHst1XQENXTkl+eLe92Fx2cwbPE+zsbW3v+nwjDOx6Uz9adjKErxzjhPdfQud8yw1h6YqFWcuJrK6RjdDA6IihXdtGiidLSuVFM3Wyb3aADAO3+eJiUrT+/xVTebShLcfs1cMKkm07CghcTO1taWpKTyf8S7du3KoUOHqnr6CtnY2NCpUyfef/99YmJiKCwsZNWqVYSEhBAbG0uTJk3w9vZmxowZJCcnk5eXx4cffkhcXByxsRV/0li2bBlNmzYlKCjojtcODAzkxx9/ZMuWLXz77bfExcURFBREYuLtR6jmzZuHnZ2d5ubp6Vml91+d/VdnJyN2ulK6GraHn7NWf5k0dSvuddfI2Zrrabk8vvQA+y9KrzuhHUmZeUz48TCZeYV08nXg3cHNKjzOwdqMfv7FdcvS006/9l9K5EpSFjZmxjzcovzU4gu9GtLQ2ZqEjFw++PusASKsPgqLFDZXo6bEN6vyX4UhQ4bwySeflD+xkRF5ebrL6FeuXImiKHh4eGBmZsYXX3zBE088gVqtxsTEhHXr1nHhwgXs7e2xtLRk165dDBw4ELW6/LZL2dnZrFmz5p5G6wYOHMiIESNo3rw5ffr04e+//wbghx9+uO1rZsyYQWpqquYWHV17f1m19a6L2kjF1eRsrsl0nk6UbiPW5y5Nie9Hca+7IE2vuzHfH+LPsGtav454sOQXFjF5dSjRSdl42Vuy+Mk2d/xQUjodu/7YNVnQo0drDxcvmhja2gNLU+Nyz5sZq/loRHNUquIp2+DwB/eDX+jlZG6k52JjbkznBo53f4EeVTmxmzt3Lnv37qVPnz6cOHECgJycHD766COdtjtp0KABu3fvJiMjg+joaA4dOkR+fj4+Pj4AtG3blrCwMFJSUoiNjWXz5s0kJiZqnr/Zb7/9RlZWFs8880yl47CysqJ58+ZlVtzeyszMDFtb2zK32srazJgADztA2p7oQlRCJuHxGRgbqejRWDfbxtlZmmh63eUXKrz8Uxjf7LkkK53FfZu14TQHI5KwNjPmuzHtqGtlesfjOzdwxKOOBWk5BWwuKU4XupWYkavZFuvWadibtfW255mSKfQZ60+QlVegl/iqm9Jp2L7NXDA1rj7TsKCFxM7R0ZEDBw5gampKq1atsLCwwMbGho0bN/Lxxx9rI8Y7srKyws3NjeTkZLZs2cIjjzxS5nk7OzucnJwIDw/nyJEj5Z6H4mnYIUOG3NciiNzcXM6ePYubW/UaijWkjlJnpzOl07AdfOyxszTR2XXMTdQsGt2GsZ3rAzB30zlmbzxDofS6E5W08uBlVodcQaWCz0e1orGLzV1fY2SkYmTJqF1p6w2hW+uOXiW/UKFlPTuaud958OG1AU3wqGNBdFI2n269oKcIq4+iIkXzgaO6NCW+mVbSTG9vbzZt2sTly5f5+eef2bBhAxcuXKBTp07aOH2FtmzZwubNm4mMjGTbtm307NkTPz8/xo4dC8Cvv/7Krl27NC1P+vbty9ChQ+nXr1+Z81y8eJE9e/YwYcKECq/Tu3dvFi1apLk/ffp0du/eTWRkJCEhITz66KOkpaUxZswYnb3Xmua/fWNlxE7btt/U5kTXjIxUzBzsz9sPNwVgxf4oXlp7VKbGxD3bfymBWRtOA/B6/yb0rsT/20fb1sNIVdwXM+JGxt1fIO6boiiaptB3Gq0rZW1mzAfDAgD4fl8kYdEpugyv2jkWnUJcWg7WZsZ0bVy9pmHhPhO7K1cq/gTl6enJkCFDGDhwIPb2/63Wu3ZN+zU6qampvPDCCzRp0oRnnnmGLl26sHXrVkxMikcxYmNjefrpp2nSpAlTpkzh6aef1rQ6udny5cvx8PAol/CVunTpEgkJ/9URXL16ldGjR+Pn58fw4cMxNTXl4MGDeHuXX931oGpX3x4jFUQlZkkzSy1KzcrncFTxVkv6SOxKTejqyxejW2OiVrHpZByjvjko+0aKu7qcmMnk1UcpLFIY2sqd57v7Vur17nUs6N64eBbllyNXdRGiThQUFvFb6FViU2tOjXFIZBIRCZlYmaoZ3NL9nl7Tw8+ZYa09KFLgjd9OkFdQpOMoq4/Sadg+TZ0xMy5ft29oKuU+CmdcXFwYMmQIEydOpEOHDhUek5qayi+//MLnn3/OpEmTeOmll6ocbG2RlpaGnZ0dqamptbbebtCXezl1LY3PR7XikVYehg6nVvgz7Bov/xSGn4sNW17ppvfr77+UwKSVoaTnFGBpqubth5sxuoPnfTdIFrVXek4+wxfvJzw+g5b17Ph5UifMTSr/B3DzqTieXxWKo7UZB2b0qlYtJW7nq38v8vGW8zT3sGPDi51rxM/Hyz8d48+wGEZ38GLe8Ob3/LqkzDz6LNhNUmYe0/o2ZkrvRjqMsnpQFIXOH+4kJjWHr59uS39//e08da+5w339lJw9exY7OzsGDBiAi4sLDz/8MBMnTuSll17iqaeeok2bNjg7O7NixQo+/vhjSeoeQIE+/20vJrRjW+lq2Ga6WTRxN0ENHPnn5a509LUnK6+Q/1t/kvE/HCE+XUZlxX8KixRe+TmM8PgMXGzN+OaZdveV1AH0buqMo7UZCRm57DwXr+VItS89J59v9xb3NT15LVXzM1udJWfm8c/J0kUTlWvFZW9lyqwh/gB8uTOc8OvpWo+vujl+NZWY1BwsTdWaEeXq5r4SO3t7ez755BNiYmJYsmQJjRs3JiEhQbMy9MknnyQ0NJR9+/bddXsuUTv916hY6uy0Ia+giN3nbwD6nYa9Vb26lqyZ0JG3H26KqbERO8/F0/+zPdKJXmh8svU828/GY2ZsxDdPt8PF1vzuL7oNE7URj7atB9SMnSh+2B9FSlY+pYN0C7ZdoKiaLzj6/dg18gqL8He3pXlJR4PKGNzCjd5NnMkvVHhj3Ylav8Cq9HddrybO9/2BRdfKN6qpBHNzc4YPH87w4cO1FY+oJTr42KNSwaUbmdxIz8XJxszQIdVohyKTSM8twNHajJYl27YZipGRigldfenayIlXfg7jTGwa/1t9lOGtPZg5xB87C92t1hXV2x/HrrFk1yUA5j/agpaedap8zpHtPVm6+xK7zscTm5qNm51Flc+pC2k5+Xy7NxKA2UP8+Xjzec7FpfPPqbgKm/1WB4qiaFYdj+rgdV/TxiqVijnDAghZsIejV1JYeSCKZzuXbytWGyiKwqZTxYndQ9WsKfHNqn/BgqiR6lia4lfS1uCQTMdWWelq2N5NnDEyqh41O36uNvzxQmde6NkAI1XxJ/+BC/fIbhUPqOPRKby+rriX6f96NNBaba2PoxWBPvYUKfBrNV5EsWJfFKnZ+TR0tubJQG/GdSlObj7bfqHajmKFXk7mYnwGFiZqHml1b4smKuJmZ8EbA5sAMH/Lea4mZ2krxGrldEwa0UnZWJio6elnmJKYeyGJndCZjrK9mFYoinJTfZ3hpmErYmpsxGv9m/Dr853wdrAkJjWHJ74LYfbG09IW5QFyPS2HiT8eIa+giD5NnXmtn59Wzz+qpPbr58PR1XJqMzU7n+9Kauum9G6E2kjF+K4+2JobczE+g43HYwwcYcXWlIzWDWrhhq151Uban+zgRYf6pfW3p2plQ/O/S6ZhezZxwsK0ek7DgiR2QocCpVGxVpyLS+daSjZmxkZ0aVj9eiZBcTf6TVO68mRgcQ+s7/dFMejLYE5elU3ca7uc/EKe+/EI8em5NHaxZuGo1lofVR4Y4IatuTHXUrLZd6n6jQiv2BdFWk4BjZytebhkis7W3ITnuhW3ePl8RzgFhdWrHUhqVj5/nyhOVEYH3r133d0YGan4cERzTI2N2HPhBuuP1a6tCBVF0dTXDayGTYlvJomd0JkOJYnd+evpJGXqbt/g2q50b9iujRyr9adEKzNjPhjWnO/HtsfJxoyL8RkMW7yPL6rhHzWhHYqi8Oa6Exy/mkodSxO+e6Y91mZVKt2ukLmJmmGti6d2f6pmiyhSs/P5Lrh4tO7lPsWjdaWe7exDXUsTIhMyq12i80fYNXILivBzsaG1FmohAXydrHm5pOXJe3+dISEjVyvnrQ7OxqYTlZiFmbERPZtU32lYkMRO6JCDtRmNnK0BqbOrCn3uNqENPf2c2Tq1Gw83d6OgSGHBtgs8uvSA7B5QCy3dHcEfYTEYG6lY/GQbvBwsdXatke2LR5W2no6rVh8UlwdHkp5TQGMX63LbS1mbGfN89wYAfLEznPxq8gHn5kUT2u5F+Vw3X5q52ZKSlc/sjWe0dl5D+6dk0UT3xk46+fCiTVpL7M6cOcPmzZvZsGFDmZt4sMn2YlVzPS2H4yXTmb2aVu9PiTera2XKoidas3BkK2zMjQmLTuGhL/ay8kBUray9eRBtP3Od+VvOATBziD9BDXRbJtDM3ZYW9ezIL1T4/Wj1WESRmpXP8uDilbAv925c4RT0M53q42htRnRSdrVZ/BEWncK5uHTMjI0Y1rqeVs9tojZi/qMtUBup2Hg8RjPjUJMpiqKpr6vOq2FLVTmxi4iIoGXLlgQEBPDwww8zdOhQhg4dyrBhwxg2bJg2YhQ1WGmjYhmxuz+lTVlbedbB2eb++4EZgkqlYmhrD7ZM7Ubnhg7k5Bfxzp+nGfP9YeJSpalxTXbhejov/3QMRYGnOnrxdEf9bKk4sn3xIoqfDkdXiw8Iy4IjSM8toImrDQMDKt6BwMJUzeQexaN2i3aGk1tg+EVFpfvCPtzcDTtL7bcnCvCwY0LX4lXBb/9xirScfK1fQ58uXM8g4kYmpmojeteAD9hVTuxefvllfHx8uH79OpaWlpw+fZo9e/bQrl07du3apYUQRU1WOmJ3JjaN1Oya/cNtCKWfdvtWs9WwleFex4KV4wKZObgZZiWF1f0X7qm2KwXFnSVn5jHhhyNk5hXS0deemYP99XbtIS3dsTBRczE+g6NXkvV23YqkZOXx/b4oAF7u3eiOC0aeCPTCxdaMmNQcTVJlKOk5+Wwo+dnTxqKJ23mlT2PqO1gSl5bDR/+c09l19KF0b9hujR2xqeLqYX2ocmJ34MAB3nvvPZycnDAyMsLIyIguXbowb948pkyZoo0YRQ3mbGOOr6MVigJHomTUrjKy8goILukJV1Pq627HyEjF2M4+/D2lC8097EjNzueltceYsvYYKVnVp15K3Fl+YRGTVx/lSlIWnvYWLH6yrV73b7UxN9E0+zV0grQsOFIzWne3/ULNTdS82LMhULyXrCFbAW04HkN2fiENna1p511XZ9cxN1Ezb3gLAFaHXKnRuxCV1tdV99Wwpar8E1lYWIi1dXGBvKOjIzExxZ8EvL29OX/+fFVPL2qB/+rsJLGrjODwBHILiqhX14LGLtaGDkcrGjrb8PvkIE2vrw3HY+i/cA97LtwwdGjiHry38QwHIhKxMlWzbEx77K1M9R7DqJLp2L9OxJJuoCm+m0frpva582hdqcfbe+JRx4L49FxWHbys4whvT7PTRHvtLpqoSKcGDozuUDwq+ObvJ2tkb8uL8elcuJ6BiVpVYz5gVzmxCwgI4MSJ4m7jgYGBzJ8/n3379vHee+/h6+tb5QBFzVdaZ1eTP7EZws2rYXX9C1ifTNRGTOvbmHX/C8LX0Yrrabk8s/wQ7/55iuy8mveL/0Gx6uBlVh68jEoFn49qTeOSnWX0ra13XRo6W5OdX8jG44bZo/jbvRFk5BbQ1M2Wfs3uPFpXysxYzUu9ikftlu6+RFZegS5DrNDJq6mcupaGqdqI4W20u2jidmY81AQXWzMiEzL5fEe4Xq6pTf+cjAOgc0NHndQj6kKVE7u3336boqLiJdxz5szh8uXLdO3alU2bNvHFF19UOUBR85X2szsVk0ZGrv5/mdVEhUUKO84WL5yoyfV1d9LKsw5/T+nKmE7Fhfc/HrjMw1/sJSw6xbCBiXIOXEpk1obTALzW38+gO6CoVCrNqN3Ph6/o/frJmXmsqORoXakRbevhZW9JQkYeP+zX/6jd2pKv14AAV72Nttqam/D+IwEAfLMnglPXalbT8k2nihO7W1vZVGdVTuz69+/P8OHDAfD19eXMmTMkJCQQHx9Pr169qhygqPnc61jgaW9BYZEidXb3KCw6hcTMPGzMjTWJcW1kYapm9iMB/DiuA6625kQkZDJiyX4+3XpeRu+qgdJ+ZxN/PEJBkcIjrdz5X0lfNkMa1toDE7WK41dTOROTptdrf7s3gsy8QvzdbelXyQTXRG2kaeD79Z5Lep1Kzswt4M+SJsmlW7TpSz9/Vx5u7kZhkcIb607UmIblkQmZnI1NQ22kqlEfsHVS9Wpvb1+rpo5E1WmmY6XO7p6UTsP28HPWa3G6oXRr7MSWqd0Y0tKdwiKFL3depOcnu/j1SHS13UC9totOyuLpZYeY8ftJMnIL6Ohrz0cjWlSL3+0O1maaKVB9jtolZebxw/4oAKb2aXxfX4tHWrnj62RFSla+pk5PH/46EUNmXiH1HSzpVLKPtz7NGuKPnYUJp2PS+HZvpN6vfz9KV8MGNXCgrgHqSe+XVv5i7N27l6eeeopOnTpx7VrxJ4KVK1cSHBysjdOLWuC/fWOrV53d0t2XGLFkPzEp2YYOpYzSNid9akDPJG2xszThi9GtWfxkGzzqWBCXlsNrv51g0JfB7A2XxRX6UlSk8OOBKPov3EPwxQTMTYx4++GmrJ7QEXOT6rOlXWlPu/XHrumtKP+bPcWjdQEetvf9s2l806jdt3sjSM3Sz6jdmpJVxKM6eBkkOXeyMeOdQc0AWLj9ApEJmXqPobJKV8PWhKbEN6tyYrdu3Tr69++PhYUFx44dIze3eG+49PR05s6dW+UAbyc9PZ2pU6fi7e2NhYUFQUFBHD58WPP89evXefbZZ3F3d8fS0pIBAwYQHl62cLNHjx6oVKoyt1GjRt312osXL8bHxwdzc3Patm3L3r17tf7+apuOJZ8QT1xNNUjRcEWuJGbxyZbzhF5O1tQPVQeXEzMJj8/A2EhFj8YPTmJX6qHmbux4tTv/91ATbM2NORubxtPLDjFm+SHOxel32u1Bczkxk9HfHuTdP0+TlVdIh/r2bH65GxO6+pbZA7U66NLQEY86FqTlFLC5pA5KlxIzcvnxQBQAU3vf32hdqcEt3GnsYk16TgHLSvaZ1aUzMWkcj07BRK3i0bb6WTRRkRFtPOjayJHcgiLeXHeComo8Gn8lMYtT19IwUlHpKXdDq3JiN2fOHJYuXcq3336Licl/K0aCgoI4evRoVU9/WxMmTGDbtm2sXLmSkydP0q9fP/r06cO1a9dQFIWhQ4cSERHBn3/+ybFjx/D29qZPnz5kZpb9lDBx4kRiY2M1t6+//vqO1/3555+ZOnUqb731FseOHaNr164MHDiQK1f0X8Rbk9Sra4G7nTkFRQpHL6cYOhygeO/GgpJfLFvPXGfnueqx9c32kkUTHXzsa8wqLG0zN1HzXLcG7H6tJ+M6+2CiVrH7wg0e+nwvb/x2gutpsnOFNhUVKSwPjmTAwr2ERCZhaapm9hB/fnquI/UdrQwdXoWMjFQ83q50Jwrd//79Zm8EWXmFtKhnV+XdB4yMVLzSpzEAy/dFkazjvW9Lvz79mrniaG2m02vdiUqlYu6w5liYqAmJTNIs5qiOSkfrOvo64GDAr9n9qHJid/78ebp161bucVtbW1JSUqp6+gplZ2ezbt065s+fT7du3WjYsCGzZs3Cx8eHJUuWEB4ezsGDB1myZAnt27fHz8+PxYsXk5GRwdq1a8ucy9LSEldXV83Nzs7ujtdesGAB48ePZ8KECTRt2pSFCxfi6enJkiVLdPJeawuVSkWgb2mdneGnYyNuZGj2m+zh5wTAzA2nq0Wfpf+mYWvWp0RdqGtlyruDm7F9Wncebu5GkQI/H4mmx8e7WLD1vKyy1oKIGxk8/vUB3vvrDNn5hQQ1cGDL1G6MCapfqRWfhvBYu3oYqeBgRJJOp/YSMnL5sWQV69Q+jbQyldnf35VmbrZk5Bbw9R7djdpl5xWy3kCLJiriaW/Ja/39APhw07lqu71g6WrYgTVsGha0kNi5ublx8eLFco8HBwfrrI9dQUEBhYWFmJuX3TvTwsKC4OBgzXTwzc+r1WpMTU3L1f2tXr0aR0dH/P39mT59Ounp6be9bl5eHqGhofTr16/M4/369WP//v23fV1ubi5paWllbg+i/+rsDL+A4osd4RQp0LuJM1890QZXW3Oik7JZ/G/5/8v6lJqVz6GSlcOS2P3H28GKr55sw7r/BdHWuy7Z+YV8sfMiPT7exZqQKzVmlV11Ulik8M2eSwz8fC9HLidjZarmg2EBrJ4QiKe9paHDuyfudSzo3rj4g9nPh3W3E8U3eyLIzi+kZT07evpppzzCyEjFtL7Fo3Y/7I/iRnquVs57q79PxpKeU4CnvQWdGzjq5BqVNSaoPq0865CeW8Dbf5yqFvv+3uxqchbHo1NQqaC/f837PVzlxG7SpEm8/PLLhISEoFKpiImJYfXq1UyfPp3JkydrI8ZybGxs6NSpE++//z4xMTEUFhayatUqQkJCiI2NpUmTJnh7ezNjxgySk5PJy8vjww8/JC4ujtjY/xpaPvnkk6xdu5Zdu3bxzjvvsG7dOk3rlookJCRQWFiIi0vZb7SLiwtxcbev8Zg3bx52dnaam6en4T81GULpiF1YdIpBR8bCr6fzZ8leia/0bYyVmTEzBxcX9S7dHUHEjQyDxbbrQjyFRQqNXazxcqgZf1z1qa13XX57vhNLnmxDfQdLEjJy+b/1Jxnw+V52nrte7f5AVFfh19MZsWQ/czedI7egiK6NHNk6rTtPBnpXi1WvlTGyffHOBr+FXiVfBwn+jfSbauvucyXs7fRu6kzLenZk5xeydPclrZ33Zj9pdprwqjYjsGojFfMfbYGJWsX2s9f5+6RhGk3fTmnNZof69jjbmN/l6Oqnyond66+/ztChQ+nZsycZGRl069aNCRMmMGnSJF588UVtxFihlStXoigKHh4emJmZ8cUXX/DEE0+gVqsxMTFh3bp1XLhwAXt7eywtLdm1axcDBw5Erf5vVdfEiRPp06cPAQEBjBo1it9++43t27fftTbw1h9sRVHu+MM+Y8YMUlNTNbfoaMPucWgo9R0scbYxI6+wiGNXUgwWx8Id4ShK8SexAI/iqfcBAa50b+xEXmER7/552mAJwjaZhr0rlUrFwOZubH2lOzMHN6OupQkX4zMYt+IIT3wbUuMaoOpTQWERX/17kYe/CCYsOgUbc2Pmj2jBj+M64FHHwtDh3ZfeTZ1xtDYlISOXnefitX7+b/ZcIie/iFaedTRlG9qiUql4pWTUbtXBy1qvHb1wPZ0jl5NRG6l4zICLJirS2MWGyT2Kd+KY+edpndcZVkZpm5Oathq2lFbanXzwwQckJCRw6NAhDh48yI0bN3j//fe1cerbatCgAbt37yYjI4Po6GgOHTpEfn4+Pj4+ALRt25awsDBSUlKIjY1l8+bNJCYmap6vSJs2bTAxMSm3eraUo6MjarW63OhcfHx8uVG8m5mZmWFra1vm9iCqDnV2Z2PT+PtE8Q/t1JLi5dLYZg/xx9TYiOCLCQb5BJlXUMTu88VtPQzZ2b+mMDU2YmxnH3a91pNJ3X0xNTbiQEQig74M5pWfw7hWzVrYGNq5uDSGLd7Px1vOk1dYRK8mzmx7pTuP62HPUF0yURsxoiRp0fZ0bHx6DisPare27lbdGzvR1rsuuQVFWi8F+amkxUnvJs4421a/kafJPRvQ2MWaxMw83vz9RLUYcY9NzeZoycDDgIB72y6uuqlSYpefn0/Pnj25cOEClpaWtGvXjg4dOmBtrb8Ny62srHBzcyM5OZktW7bwyCOPlHnezs4OJycnwsPDOXLkSLnnb3b69Gny8/Nxc6s4Szc1NaVt27Zs27atzOPbtm0jKCio6m/mAWDoOruF2y8A8HALN5q6lU2w6ztaMblHcVf99zae0fsG44cik0jPLcDR2pRW9ero9do1mZ2FCTMGNmXnq90Z2sodKO5t1vOTXXz4zznSDLRRfHWRX1jE59vDGfxlMCevpWJrbsynj7Vk2Zh2uNpVvz/292NkyerYXefjiU3VXkL/9e4IcvKLaO1VR1PLp20qlYpXS0bt1h6K1toHkpz8Qn4/VrxAbHSgl1bOqW1mxmoWPN4KE7WKLaevs+aQ4VfJlk7DtvOui0s1TIbvRZUSOxMTE06dOmWQT3tbtmxh8+bNREZGsm3bNnr27Imfnx9jx44F4Ndff2XXrl2alid9+/Zl6NChmoUPly5d4r333uPIkSNERUWxadMmHnvsMVq3bk3nzp011+nduzeLFi3S3J82bRrfffcdy5cv5+zZs7zyyitcuXKF559/Xr9fgBqqo29xYnf0SjK5Bfqtszt1LZUtp6+jUsErfRpVeMzz3Rvg7WBJfHouC7frd8Pq0t0mejdxqTa1MDVJvbqWLBzVmg0vdqajrz15BUUs3X2J7vP/ZcW+SPIKHrwFFqeupTJk0T4+236B/EKFvs1c2D6tOyPa1qvRo3S38nWypoOPPUUK/HbkqlbOGZ+WwyrNaJ12a+tuFdTQsfj/bGERi3ZqZ9Ruy+k4UrLy8ahjQbdGuklKtSHAw443BjQB4P2/zhB+/fYLGPXhn5M1dzVsqSpPxT7zzDMsW7ZMG7FUSmpqKi+88AJNmjThmWeeoUuXLmzdulXTSy82Npann36aJk2aMGXKFJ5++ukyrU5MTU3ZsWMH/fv3x8/PjylTptCvXz+2b99epg7v0qVLJCQkaO6PHDmShQsX8t5779GqVSv27NnDpk2b8Pb21t+br8EaOFnjaG1KbkERJ67qtxbqs23Fo3WPtHSnobNNhceYmxT37wJYsT+Ks7H6WcGsKMp/9XUyDVslLerVYe3Ejiwb044GTlYkZ+Uza+MZ+n22m82nYqvFdI+u5RYU8unW8wz9ah9nY9OoW7KrxzdPt62WU3LaMLqklcfPR6K10vh2ye5L5BYU0carDt0a6X416bS+xS1Afj0SzZXErCqfb01I8ejX4+08q11z6VuN6+xD10aO5OQX8dLaYwZbXBeflsPhy8WzSQNr6DQsgEqp4m+5l156iR9//JGGDRvSrl07rKzKNrNcsGBBlQKsjdLS0rCzsyM1NfWBrLebvDqUTSfjmN6vMS/2qnjkTNuOXUlm2OL9qI1UbJ/WHZ+7NF3936pQ/jkVR1vvuvw6qZPOR9DOxaUxYOFezIyNCHu3Hxam1WfrppqsoLCIn49E89m2CyRkFBdnt/Ouy/893JQ2XnUNHJ1unLiawvRfj3PhevHq7oeauzJ7SABONjWryWpl5eQX0v6D7aTnFLByfAe6VmGUKj4th67z/yW3oKjK56qMp5eFsDc8gUfb1uOTx1re93ku3cig96e7MVLBvjd74WZX/RfGxKfn8NDne0nIyOPZoPrMKvmArU8/Hoji3T9P09qrDusnd777C/TsXnOHKo/YnTp1ijZt2mBra8uFCxc4duyY5hYWFlbV04taKNCndAGF/ursFpSM1g1r7XHXpA7gnUHNsDRVE3o5md+Oamdq505KmxJ3beQoSZ0WGauNeDLQm12v9WRKr4aYmxhx5HIywxfv54XVRzkTU3t6SubkF/LhP+cY+tU+LlzPwMHKlMVPtmHxk21rfVIHxaPtw1p7APBTFRdRLN5VPFrXzrsuXRrqr/dbaV+7349erVLbpdJFJD39nGtEUgfgbGPOxyXJ7Ir9UQbZCUizGjag5k7DAhhX9QT//vvvbZ+TxE5UJLCkzi70cjL5hUWYqLWyOPu2DkclsTc8AWMjFVPucYTQvY4FU/s0Yu6mc8zbdJa+TV2oa2Wqsxi3lWwjJm1OdMPazJhp/fx4ItCbBdvO82voVf4+GcvfJ2Pp2siRiV196drIscbWnYVeTub1345z6Ubx7gtDWroza4g/9jr8P1sdjWzvyY8HLrP1dBxJmXn39f7jUnM0Rfyv9NVtbd2tWnvVpVcTZ3aei+eLHeEsHNW60ufILSjkt9CSRRMdqueiidvp6efMuM4+LN8XyfRfT7D55a56Kx24kZ7LoZLBhpq6GraU1v+ipqamsnjxYtq2bUvbtm21fXpRCzR2tqGOpQlZeYWc1EPPsQVbi0frHmtXr1JNf8d29qGxizXJWfnM33JeV+ERn5bD8egUAHo10U5Xe1ExVztz5j/akk1TujKohRtGKtgbnsAzyw8x8PO9/BZ6tUYtsohOymL2xtM8unQ/l25k4mRjxjdPt+WL0a0fuKQOwN/djuYeduQXKpotAytrya6L5BUU0b5+XYIaOGg5wrsrHbX783jMfS0k2HbmOkmZebjYmmm9754+vDHQj6ZutiRl5vHqr8e1Ui95L7aeiaNIgRb17GrMziu3o7XEbufOnTz11FO4ubnx5ZdfMnDgQI4cOaKt04taxMhIRYf6+ml7sv9SAgciEjFRqypdz2eiNmLO0OZA8SbaR68k6yJEdpQ0VW3pWafWFrZXN03dbFn0RBt2v9aTsZ3rY2mq5lxcOtN/PU7X+TtZsusSqdnVs01Kek4+vxyO5vGvD9B1/r98vy8KRYHhbTzY9ko3+vnX7NGGqhrZvmQRxeHoSi+UiUvNYW1J77dXdLwS9nYCPOzo7++ConBfK/PXlow2jmznibGOZ0N0wcxYzZejW2FuYsTe8AS+C9bdPro306yGreHTsFDFxO7q1avMmTMHX19fRo8eTd26dcnPz2fdunXMmTOH1q0rP4wsHgz6aFSsKIpmJeyo9l731Vm/g489I9rUQ1HgnT9O6WRP0tL6ur5NZbRO3zztLZk52J8Db/bmjQFNcLYx43paLh9tPkfQvB3M3nia6KSqr1CsqsIihT0XbvDyT8do/8F2Xl93gkORSahU0KWhIyvGtmfB462oY/ngjdLd6pFW7liYqAmPz9A0mr1Xi3ddJK+wiA4+9nQywGhdqdLdKP4+GVupOtDLiZnsu5iISgWPt6+5W1c2dLZh5uDixRMfbznPSR13UEjKzONARPHfooea1/wPRved2D300EM0a9aMM2fO8OWXXxITE8OXX36pzdhELVbaqPhIVLLONnAPvpjA4ahkTI2NeKFnw/s+z4yHmmBrbszpmDRNXyttycorIPhicTsdaXNiOHaWJvyvRwOC3+jFJ4+1pImrDZl5hXy/L4ruH//Li2uOcuJqit7jCr+ezrx/zhL04Q6eWX6IP8NiyMkvooGTFa8P8GP/m71YNSGQHlramL42sDE34eEWxaMuP1Wi4W1MSrZmpwZDjdaVauJqq3kPn5U0Vb8XpYtGujVyol7dmj2dOKq9JwP8XckvVJjy0zEycwt0dq2tp+MoLFLwd7fF2+Hui+uqu/tO7LZu3cqECROYPXs2Dz/8cJneb0LcTVM3W2zMjcnILeCMDnrFKYrCpyW1dU8GelWpw76jtRmvlzTQ/HTrBeK1uJ9jcHgCuQVF1KtrgZ9Lxb31hP6YGhvxaNt6/PNyV34c14GujRwpUuCvE7EMWbSPkV8fYPuZ6zqt+0nKzGPFvkiGLAqm72d7+Hp3BNfTcrGzMOHpjt788UJntk/rzuQeDWvMikd9G1UyWvXXidh73kGmdLSuo69hR+tKvdKnEUaq4pq5e/lQkV9YxK9HShdN1NzRulIqlYoPRzTHzc6cyIRMZm04rbNrbSrZbaKm7g17q/tO7Pbu3Ut6ejrt2rUjMDCQRYsWcePGDW3GJmoxtY7r7Hadv0FYdArmJkb8r2SbsKoY3cGLlvXsSM8t4INNZ7UQYbHS3Sb6NHWpsSsyayOVSkW3xk6sHB/IpildGd7aA2MjFSGRSUz48Qh9PtvN2kNXtNZINa+giC2n43juxyMEzt3OrI1nOHE1FWMjFX2aurD0qTYceqs37w8NoJVnHfm/chdtvevSwMmK7PxCNh6/+77P11KyNS1Cbt5D2pAaOtvwSKvi9i2lJSV3suPsdRIycnG0NqN3LVldX8fSlIUjW6FSwa+hV9l4PEbr10jJymN/yaxJTW5KfLP7Tuw6derEt99+S2xsLJMmTeKnn37Cw8ODoqIitm3bRnq6YbcFEdVfadsTbdfZKYqi6Vs3plN9nG2qviBBbaTi/aEBqFTwZ1gM+y8l3P1Fd1FUpLCzZOFEX5mGrbaauduyYGQr9r7Rk0ndfbExMybiRiYzfj9Jl4928sWOcJIy8yp9XkVROHE1hZl/niJw7nYmrQxl65nr5BcqBHjYMnNwMw7+X2++G9OOAQFumBnLrMi9UqlUjGpf3Orj58N3n45d/O9F8gsVOvk60NHX8KN1pV7u3Qi1kYp/z98g9PKdF2+VLvp4rF09nbeQ0qdAXwdeLCml+b/1J7Ve87rtzHUKihSauNrg66S/fe51qcrffUtLS8aNG0dwcDAnT57k1Vdf5cMPP8TZ2ZkhQ4ZoI0ZRS5U2Kj4UmUShFqe2tp65zslrqViaqnmum6/WztuiXh2eCizeOu6dP05VuS1G2NUUEjLysDE3pkNJzaGovtzsLJgxsCn7Z/Ti7Yeb4lHHgoSMPBZsu0DQhzt4+4+TRCZk3vU8cak5LNl1iX6f7WHIon38cOAyyVn5ONmY8Vw3X7ZM7cZfL3VlbGcfHK1rf2NhXRnWxgMTtYrjV1PvuADhanIWvxwpqa3rWz1G60rVd7RiRJu7j9pFJ2WxJ7x4xmxUDV40cTsv925EG686pOcUMPXnMK3WZZc2Ja4Nq2FLaTWt9/PzY/78+Vy9erXMvqxCVMTf3RZrM2PScgo4F6edOruiov9Wwo7tXB8HLf9hnN7PD0drUy7dyKzyMvzS1bA9/Jxr1Sfs2s7G3IQJXX3Z/VoPvhjdmgAPW3Lyi1h18Aq9Pt3FpJVHCL1ctrwgO6+QP8Ou8fSyEII+3MFHm88RHp+BmbERg1u6s2Jsew682Yv/e6gpfq5Sa6kNjtZmmpHw0sStIl/9e4n8QoXODR2q5Qesl3o1wthIRfDFBEIiKp7d+PVINIoCnRs61Iri/1sZq434fFRrbMyMCb2czBc7L2rlvKnZ+ZrFa7VhNWwpnfw1UavVDB06lA0bNuji9KKWMFYb0da7eL9ObdXZ/XMqjnNx6diYGTOxq/ZG60rZWZrwfw81BeCLHeFcTb7/aYH/6utkRWNNZKw2YkhLdza+2IW1EzvSq4kzigJbTl9nxJIDDFu8j58OXeH1347T/oPtvPxTGHvDEyhSivernTe8OYff7sOXo1vTw8+5RvYcq+5Kp2N/P3q1wnrI6KQsfj1SvWrrbuVpb6lpXfLptgvlevOV7ocMNW+nicrwtLfkg+HFfUUX7QzX7BJRFTvOFpc+NHK2plEtWrwmv0mEQWmzzq6wSGFhSWuAcV18dNbTa1hrDzr42JOTX8TsjWfu6xyXEzO5cD0DtZGKHo0lsavJVCoVnRo4sPzZ9myf1o1R7T0xVRtx7EoKb/5+kl+OXCUjt4B6dS2Y0rsRu1/rwW//C2J0By9szU0MHX6t1qWhIx51LEjLKWBzycrHmy3edZGCIoUuDR1pX7/6jdaVerFnQ0zVRhyKTGLfxbK/K/89f4Prabk4WJnSr1ntGXWqyJCW7oxoU48iBab+dIzUrKo1Ed9U2pS4lqyGLSWJnTCom+vsqtpC4q8TMYTHZ2Brbsy4Lj7aCK9CKpWKOUMDMDZSse3Mdc2UamVsL9kbtkN9e+ws5Y97bdHQ2YYPR7Qg+M2evNSrIc3cbHm8XT1+eq4je17rybS+jWvlVFl1ZWSk4vF2xaNdP92yiKJ4tK64PcgrfSu3K42+udex4InA4tG4BdvOlxm1K+3VN6JtPUyNa/+f9NmP+FPfwZKY1BxmrD9R6d1FSqXn5GvqEmvTNCxIYicMrEU9OyxM1CRn5XPxRsZ9n6egsIjPS7bfea6bL3YWuk2WGrvYML5rcfI4a+NpsvMq1/aiNBmUpsS1k7ONOa/282PTy12Z/2hLOvo6YGQkLUoM4bF29VCp4GBEUpnFLYt2Fo/WdW3kSFvv6jtaV2pyjwaYGRtx9EoKuy4UJySxqdn8e774Q2JtXDRREWszY74Y3RpjIxWbTsbdsX7yTnaeiyevoAhfR6ta10NUEjthUCZl6uzufzr2j7AYIhIyqWtpwrOddTdad7MpvRrhbmfO1eRsvvr33ot5U7PyORRVXB8i9XVC6JZ7HQu6N3YC/ltEcSUxi9+OFo/WVdfauls525rzTKfiVfmfldTa/XL4KkVK8U4+taVVx71oUa8O0/v7ATBrwxkuxld+UECzGra5a63rC2l8Py+aNm3aPR+7YMGC+7mEeIAE+tgTfDGBg5FJPN2pfqVfn19YxBc7ikfrJnVvgLXZff23rjQrM2PeHezP86tC+XrPJYa18aDBPfxy3XUhnsIihcYu1jItJ4QejGrvya7zN/gt9CrT+jbmy53hFBYpdGvspPlgWRM8370Bq0OucOJqKltOX9f06Cudpn2QPNfVl+DwBIIvJjBl7THWvxB0z70eM3ML2HW+eNSzNrU5KXVfI3bHjh27p1tYWJiWw/1Peno6U6dOxdvbGwsLC4KCgjh8+LDm+evXr/Pss8/i7u6OpaUlAwYMIDw8XPN8UlISL730En5+flhaWuLl5cWUKVNITb3zZsOzZs1CpVKVubm61q75eX0LLGkIGhKRdF/1EutCr3IlKQtHa1PNJ1p96e/vQk8/J/ILFWb+efqe4t925r/dJoQQuteriQuO1qbcSM/lh/1R/H7sGlC8bVdN4mBtxpig+gC8/ttxYlJzqGNpQn//B+9vkJGRigWPt8TeypQzsWl8vPn8Pb/23/Px5BYU4e1gib+7rQ6jNIz7Gtr4999/tR1HpU2YMIFTp06xcuVK3N3dWbVqFX369OHMmTO4u7szdOhQTExM+PPPP7G1tWXBggWa562srIiJiSEmJoZPPvmEZs2acfnyZZ5//nliYmL47bff7nhtf39/tm/frrkv++RWTUtPO8yMjUjIyCUiIfOeRr1K5RYU8mVJT6PnuzfA0lQ/o3WlVCoVs4b4s++zPQRfTOCvE7EMbul+2+PzCorYXVIfI/V1QuiHqbERI9rW4+vdEXyw6SyKAj38nGjtVXNG60o919WXlQcuk5ZTAMDw1vUwN3kw/wY525ozf0QLJvx4hO+CI+nSyJEefncvb/mndDVsgFutm4aFGlpjl52dzbp165g/fz7dunWjYcOGzJo1Cx8fH5YsWUJ4eDgHDx5kyZIltG/fHj8/PxYvXkxGRoamcXJAQADr1q1j8ODBNGjQgF69evHBBx+wceNGCgoK7nh9Y2NjXF1dNTcnJyd9vO1ay8xYTWuvOkDl+9n9cuQq11KycbYx46mO+h2tK+XtYMULPYq3vHn/rzN33HT8cFQS6TkFOFqb0qpeHT1FKIQYWbI6tnRQvabU1t2qrpVpmVX/ozs8GIsmbqdPMxfGlMzUTP/1ODfSc+94fHZeoWYrx9q2GrZUjayxKygooLCwEHPzsnuAWlhYEBwczMiRIwHKPK9WqzE1NSU4OJgJEyZUeN7U1FRsbW0xNr7zlyU8PBx3d3fMzMwIDAxk7ty5+PpqvxnugyTQx4GDEUmERCbec71ITn4hX5WM1r3Qs6FBP7VO6u7L+mNXiUrM4rNt4bw7uFmFx5VOw/Zu4iKrJIXQI18nazr42HMoMoleTZxp5VnH0CHdtwldfdh/MYFGLrWrse79mvFQUw5GJHH+ejrTfz3O98+2v+3v190X4snOL8SjjgXNPez0HKl+3Fdid+zYsXs6TldDnDY2NnTq1In333+fpk2b4uLiwtq1awkJCaFRo0Y0adIEb29vZsyYwddff42VlRULFiwgLi6O2NjYCs+ZmJjI+++/z6RJk+547cDAQH788UcaN27M9evXmTNnDkFBQZw+fRoHh4o3j87NzSU3979PEWlp2tk+qzYJ9LWHHf/V2d3L/521h64Ql5aDm505owz8qdXcRM17jwTwzPJDrNgfyYi2Hvi7l/2loSiKZreJ3rIaVgi9mzm4Gd/siWB6Pz9Dh1IltuYm/Pa/IEOHUW2Ym6j58onWDP4ymN0XbvD9/ijG36aX6d8l07AP1cLVsKVUyv129zOwS5cuMW7cOPbs2YNaraZNmzY0btyYo0ePcubMGUJDQxk/fjzHjx9HrVbTp08fjIyKZ543bdpU5lxpaWn069ePunXrsmHDBkxM7r0HWmZmJg0aNOD111+/7UjmrFmzmD17drnHS0cIRfHoW4tZW8krLGL3az3uulo0O6+QrvP/JSEjlw+GBfBkoGGmYW/1wuqj/H0yljZedfjt+aAynxrPxaUxYOFezIyNOPZuX73XAwohRG228uBl3vnjFKZqI36fHETALSNyOfmFtH1/G5l5hfw+OYg2NazGMi0tDTs7u7vmDjWyxg6gQYMG7N69m4yMDKKjozl06BD5+fn4+BRn6W3btiUsLIyUlBRiY2PZvHkziYmJmudLpaenM2DAAKytrVm/fn2lkjoAKysrmjdvXmbF7a1mzJhBamqq5hYdfX8NFWszcxM1LT2Lfwjvpc5u1cHLJGTkUq+uBY+1rT41Ju8MaoaVqZqjV1L4NbTs97m0KXGXho6S1AkhhJY9FehFv2Yu5BUWMeWnY2Tlla2X33PhBpl5hbjZmdfqGmetJHZ79+7lqaeeolOnTly7VryMfOXKlQQHB2vj9HdkZWWFm5sbycnJbNmyhUceeaTM83Z2djg5OREeHs6RI0fKPF86UmdqasqGDRvK1ezdi9zcXM6ePYub2+174ZiZmWFra1vmJsor3V7s4F32jc3MLWDJ7ktAcZPg6rSNjqudOa/0LS7KnvfPOZIy8zTPbSvZRkxWwwohhPapVCo+GtECF1szIm5k8v5fZffy/ufUf6tha3ONc5X/Iq5bt47+/ftjYWHBsWPHNLVk6enpzJ07t8oB3s6WLVvYvHkzkZGRbNu2jZ49e+Ln58fYsWMB+PXXX9m1axcRERH8+eef9O3bl6FDh9KvXz9NfP369SMzM5Nly5aRlpZGXFwccXFxFBb+tz1U7969WbRokeb+9OnT2b17N5GRkYSEhPDoo4+SlpbGmDFjdPZeHxSBvsXb+txtxO6HA1EkZebh7WDJ8DYe+gitUsYE1aeJqw0pWfnM33wOgPi0HI5HpwDQu4nU1wkhhC7UtTLls5GtUKlg7aFozQ4TuQWFmlmT2roatlSVE7s5c+awdOlSvv322zLTmEFBQRw9erSqp7+t1NRUXnjhBZo0acIzzzxDly5d2Lp1qyaG2NhYnn76aZo0acKUKVN4+umnNa1OAEJDQwkJCeHkyZM0bNgQNzc3ze3mqdJLly6RkJCguX/16lVGjx6Nn58fw4cPx9TUlIMHD+LtXT1qvGqytt51MTZScS0lm6vJWRUek56Tzzd7IgB4uXcjjNXVZ7SulInaiPeHBgDw0+Fojl5JZkfJ8vqWnnVwtq38yLAQQoh7E9TAkf91bwDAm+tOcC0lm30XE0jPLcDZxqzG1dZVVpULfc6fP0+3bt3KPW5ra0tKSkpVT39bjz/+OI8//vhtn58yZQpTpky57fM9evS4p10CoqKiytz/6aef7jlGUTmWpsY0r2fHsSsphEQkUa+tZbljlgdHkZKVj6+TFY+0qn6jdaXa17fnsbb1+DX0Km+vP4WzrRkAfWU1rBBC6NwrfRuz71Iix6NTeOWnMDzqWgAwMMC1Vk/DghZG7Nzc3Lh4sfwG6MHBwdLbTVRaaZ1dSAV1dqlZ+XwXXDxaN7VPY9TV/IfzzYFNsLMw4UxsmmZfQqmvE0II3TNRG/HFqFZYmxlzKCqJ9SXbyA1sXvv2hr1VlRO7SZMm8fLLLxMSEoJKpSImJobVq1czffp0Jk+erI0YxQNEU2cXWb7O7rvgCNJzCmjsYs2gGvDD6WBtxusD/uuXVa+uBX7STFQIIfTC28GK94f6a+47WpvRvr69ASPSjypPxb7++uukpqbSs2dPcnJy6NatG2ZmZkyfPp0XX3xRGzGKB0g777oYqeByYhZxqTm42hXXoyVn5rE8OBKAV/o0rjFD6aPae/HLkascj06hT1OXWtsQUwghqqNhreux50IC649dY3BLt2o/06MNWmtQnJWVxZkzZygqKqJZs2ZYW9/7Ru4PmnttMvigGrIomBNXU/l8VCtNHd2H/5xj6e5LNHOz5a+XutSYxA4gJiWbnw5dYWxnH+pamRo6HCGEeKDkFxax+/wNgho61OgeojpvULxz506aNWum2R7L0tKSdu3a0aFDBwoLC/H392fv3r33e3rxAOtQMlR+sKTtSUJGLj/sjwJgWt+aM1pXyr2OBdP6+UlSJ4QQBmCiNqJPM5candRVxn0ndgsXLmTixIkVZo12dnZMmjSJBQsWVCk48WAK9C27gGLprktk5xfSsp6d7LEqhBBC3MF9J3bHjx9nwIABt32+X79+hIaG3u/pxQOsQ317VCqIuJHJ6ZhUVh68DBQvX5caNSGEEP/P3n1HR1VtDxz/TtqkTwqppJDQSSgJoUhHIAICojx5WFF/Kk9BKRbEhihF8In6REB8CnZ4KlLs9F5TIPSSEAKkkh5Infv7I8lIIIEASe7MZH/WmrXInZt7dxjI7Dnn7H1EzW45sUtNTb3uvqpWVlakp6ff6uVFI6azt6aNd/lI8ITvYigq1RMe4ELfVh4qRyaEEEIYt1tO7Jo2bUpcXFyNzx88ePC6+6cKcT3dgsrX2SVkFADwQmRrGa0TQgghbuCWE7uhQ4fy5ptvUlhYeM1zly9fZvr06QwbNuy2ghONV/fgv3sNdQ1yo0dzdxWjEUIIIUzDLbc7SU1NJTw8HEtLSyZMmEDr1uUjKkePHuWTTz6hrKyM6OhovLyk0/7VpN3JjWUWFBMxcx16BZY/3Z3uwZLYCSGEaLxqmzvccu2vl5cXO3fu5JlnnmHatGmGfVc1Gg133XUXCxculKRO3DI3Bxvmj+7EpeIySeqEEEKIWqqTBsVZWVmcOnUKRVFo2bIlrq6udRGb2ZIROyGEEELcjHofsbuSq6srXbp0qYtLCSGEEEKIW3TLxRNCCCGEEMK4NI79NYxM5ex35XZsQgghhBDXU5kz3GgFnSR2KsjLywPA399f5UiEEEIIYUry8vLQ6XQ1Pl8nxRPi5uj1ei5cuICTk5M03a2l3Nxc/P39SUpKkoITIyavk+mQ18o0yOtkOur7tVIUhby8PHx9fbGwqHklnYzYqcDCwgI/Pz+1wzBJzs7O8svNBMjrZDrktTIN8jqZjvp8ra43UldJiieEEEIIIcyEJHZCCCGEEGZCEjthErRaLdOnT0er1aodirgOeZ1Mh7xWpkFeJ9NhLK+VFE8IIYQQQpgJGbETQgghhDATktgJIYQQQpgJSeyEEEIIIcyEJHZCCCGEEGZCEjthtObMmUOXLl1wcnLC09OTkSNHcvz4cbXDErUwZ84cNBoNkyZNUjsUcZXz58/z8MMP4+7ujr29PZ06dSIqKkrtsMRVSktLef311wkKCsLOzo7g4GDefvtt9Hq92qE1alu3bmX48OH4+vqi0WhYtWpVlecVReGtt97C19cXOzs7+vXrx+HDhxs0RknshNHasmUL48ePZ/fu3axbt47S0lIiIyMpKChQOzRxHfv27WPJkiV06NBB7VDEVbKysujZsyfW1tb8/vvvHDlyhPfffx8XFxe1QxNXmTt3LosXL2bBggUcPXqUefPm8d577/Hxxx+rHVqjVlBQQMeOHVmwYEG1z8+bN4/58+ezYMEC9u3bh7e3N4MGDTLsEd8QpN2JMBnp6el4enqyZcsW+vTpo3Y4ohr5+fmEh4ezcOFCZs6cSadOnfjwww/VDktUeOWVV9ixYwfbtm1TOxRxA8OGDcPLy4vPP//ccGzUqFHY29vz9ddfqxiZqKTRaPj5558ZOXIkUD5a5+vry6RJk5g6dSoARUVFeHl5MXfuXMaNG9cgccmInTAZOTk5ALi5uakciajJ+PHjufvuuxk4cKDaoYhqrFmzhoiICO6//348PT0JCwvjs88+UzssUY1evXqxYcMGTpw4AcCBAwfYvn07Q4cOVTkyUZOEhARSUlKIjIw0HNNqtfTt25edO3c2WBxWDXYnIW6DoihMmTKFXr16ERoaqnY4ohrLly8nOjqaffv2qR2KqEF8fDyLFi1iypQpvPrqq+zdu5fnn38erVbLo48+qnZ44gpTp04lJyeHNm3aYGlpSVlZGbNmzeKBBx5QOzRRg5SUFAC8vLyqHPfy8iIxMbHB4pDETpiECRMmcPDgQbZv3652KKIaSUlJTJw4kb/++gtbW1u1wxE10Ov1REREMHv2bADCwsI4fPgwixYtksTOyKxYsYJvvvmG7777jpCQEGJjY5k0aRK+vr6MHTtW7fDEdWg0mipfK4pyzbH6JImdMHrPPfcca9asYevWrfj5+akdjqhGVFQUaWlpdO7c2XCsrKyMrVu3smDBAoqKirC0tFQxQgHg4+NDu3btqhxr27YtP/30k0oRiZq89NJLvPLKK4wZMwaA9u3bk5iYyJw5cySxM1Le3t5A+cidj4+P4XhaWto1o3j1SdbYCaOlKAoTJkxg5cqVbNy4kaCgILVDEjUYMGAAcXFxxMbGGh4RERE89NBDxMbGSlJnJHr27HlNy6ATJ04QGBioUkSiJpcuXcLCoupbtKWlpbQ7MWJBQUF4e3uzbt06w7Hi4mK2bNlCjx49GiwOGbETRmv8+PF89913rF69GicnJ8P6BZ1Oh52dncrRiSs5OTlds/bRwcEBd3d3WRNpRCZPnkyPHj2YPXs2o0ePZu/evSxZsoQlS5aoHZq4yvDhw5k1axYBAQGEhIQQExPD/PnzeeKJJ9QOrVHLz8/n1KlThq8TEhKIjY3Fzc2NgIAAJk2axOzZs2nZsiUtW7Zk9uzZ2Nvb8+CDDzZckIoQRgqo9rF06VK1QxO10LdvX2XixIlqhyGusnbtWiU0NFTRarVKmzZtlCVLlqgdkqhGbm6uMnHiRCUgIECxtbVVgoODlddee00pKipSO7RGbdOmTdW+L40dO1ZRFEXR6/XK9OnTFW9vb0Wr1Sp9+vRR4uLiGjRG6WMnhBBCCGEmZI2dEEIIIYSZkMROCCGEEMJMSGInhBBCCGEmJLETQgghhDATktgJIYQQQpgJSeyEEEIIIcyEJHZCCCGEEGZCEjshhBBCCDMhiZ0QQgghhJmQxE4IIYQQwkxIYieEEEIIYSYksRNCCCGEMBOS2AkhhBBCmAlJ7IQQQgghzIQkdkIIIYQQZkISOyGEEEIIMyGJnRBCCCGEmZDETgghhBDCTEhiJ4QQQghhJiSxE0IIIYQwE5LYCSGEEEKYCSu1A2iM9Ho9Fy5cwMnJCY1Go3Y4QgghhDByiqKQl5eHr68vFhbXGZdTzMDs2bOViIgIxdHRUfHw8FDuuece5dixY1XO0ev1yvTp0xUfHx/F1tZW6du3r3Lo0KEq5xQWFioTJkxQ3N3dFXt7e2X48OFKUlJSlXMyMzOVhx9+WHF2dlacnZ2Vhx9+WMnKyrqpeJOSkhRAHvKQhzzkIQ95yOOmHlfnJVfTKIqiYOIGDx7MmDFj6NKlC6Wlpbz22mvExcVx5MgRHBwcAJg7dy6zZs1i2bJltGrVipkzZ7J161aOHz+Ok5MTAM888wxr165l2bJluLu788ILL5CZmUlUVBSWlpYADBkyhHPnzrFkyRIAnn76aZo1a8batWtrHW9OTg4uLi4kJSXh7Oxcx38bQgghhDA3ubm5+Pv7k52djU6nq/E81RO7kpISUlJSuHTpEh4eHri5ud32NdPT0/H09GTLli306dMHRVHw9fVl0qRJTJ06FYCioiK8vLyYO3cu48aNIycnBw8PD77++mv++c9/AnDhwgX8/f357bffuOuuuzh69Cjt2rVj9+7ddOvWDYDdu3dzxx13cOzYMVq3bl2r+HJzc9HpdOTk5EhiJ4QQQogbqm3uoErxRH5+Pp9++in9+vVDp9PRrFkz2rVrh4eHB4GBgTz11FPs27fvlq+fk5MDYEgSExISSElJITIy0nCOVqulb9++7Ny5E4CoqChKSkqqnOPr60toaKjhnF27dqHT6QxJHUD37t3R6XSGc6pTVFREbm5ulYcQQgghRF1r8MTugw8+oFmzZnz22WfceeedrFy5ktjYWI4fP86uXbuYPn06paWlDBo0iMGDB3Py5Mmbur6iKEyZMoVevXoRGhoKQEpKCgBeXl5VzvXy8jI8l5KSgo2NDa6urtc9x9PT85p7enp6Gs6pzpw5c9DpdIaHv7//Tf1MxmbD0VT6vbeJmb8cUTsUIYQQQlyhwatid+7cyaZNm2jfvn21z3ft2pUnnniCxYsX8/nnn7NlyxZatmxZ6+tPmDCBgwcPsn379mueu7oCVVGUG1alXn1Odeff6DrTpk1jypQphq8r58lNTUFRKTN/Pcr3e88C8M2eRF4e3AYbK+maI4QQQhiDBk/sfvjhh1qdp9VqefbZZ2/q2s899xxr1qxh69at+Pn5GY57e3sD5SNuPj4+huNpaWmGUTxvb2+Ki4vJysqqMmqXlpZGjx49DOekpqZec9/09PRrRgOv/lm0Wu1N/SzGJvpsFlNWxHLm4iUAbCwtKCzRc/BcNhHNbn9dpBBCCCFun1kMtSiKwoQJE1i5ciUbN24kKCioyvNBQUF4e3uzbt06w7Hi4mK2bNliSNo6d+6MtbV1lXOSk5M5dOiQ4Zw77riDnJwc9u7dazhnz5495OTkGM4xNyVleub/dZx/LNrJmYuX8NXZ8t2T3RjQtnxKek9CpsoRCiGEEKKS0TUozsrKIjY2ltjYWCZPnlyr7xk/fjzfffcdq1evxsnJybDeTafTYWdnh0ajYdKkScyePZuWLVvSsmVLZs+ejb29PQ8++KDh3P/7v//jhRdewN3dHTc3N1588UXat2/PwIEDAWjbti2DBw/mqaee4tNPPwXK250MGzas1hWxpuR0ej6TV8Ry8Fx5McrITr7MuCcUnZ01J1Lz+P1QCrvjLzK+fwuVIxVCCCEEqJzYJSQkGJK4yse5c+dQFAUHB4daJ3aLFi0CoF+/flWOL126lMceewyAl19+mcuXL/Pss8+SlZVFt27d+Ouvvww97KC8sMPKyorRo0dz+fJlBgwYwLJlyww97AC+/fZbnn/+eUP17IgRI1iwYMFt/C0YH0VR+GZ3IrN+O0phiR5nWytm3due4R19Ded0DXIHICoxi5IyPdaWZjH4K4QQQpg0VfrY9e3blwMHDhh6srRr147Q0FA+//xz/vvf/zJgwACTLC6oLWPuY5eaW8hLPx5k64l0AHq1aMJ793fAR2dX5Ty9XiHsnXXkXC7h52d7EBbgWt3lhBBCCFEHjLqP3a5duxg/fjxJSUlkZWWxY8cOPv30UzQaDV27djXrpM6Y/R6XzF0fbmXriXS0VhZMH96Or57oek1SB2BhoaFLRdGErLMTQgghjIMqid2ePXvYtm0b48eP58SJE2qEIK6QW1jClP/F8sy30WRfKiHE15lfnuvF4z2DsLCouY1L9+CKxC7+YkOFKoQQQojrUCWxCwsLY+vWrYwePZq77rqL8ePHk5aWpkYojd6e+IsM+XAbK6PPY6GB8f2b8/OzPWnp5XTD7+1Wsc5u/5ksyvQmv+WwEEIIYfJUXfH+4IMPcvjwYVxcXAgJCUGv11NWVqZmSI1GUWkZc347ypjPdnM++zL+bnb8b9wdvHRX7RsOt/N1xklrRV5RKUcuyDZpQgghhNpUL2W0t7dn1qxZ7Nmzh2HDhjFgwAD+/e9/c/nyZbVDM1vHU/IY+clOPt0aj6LA6Ag/fp/Y56YbDVtaaIhoVl40sSdBpmPVpCgKW0+kk1lQrHYoQgghVKR6YlcpODiY1atX8+2337J06VKCg4PVDsns6PUK/90Wz/CPt3M0ORc3Bxs+faQz8/7REUftrXW+6RZcPh0rBRTq+v1QCo9+sZe7/7ON4yl5aocjhBBCJQ2e2J09e/a6zw8aNIgDBw4wdepUAM6fP98QYZm989mXeei/e5j561GKy/Tc2caTPyf14a4Q79u6breg8lG+fWcy0cs6O9X8GpcMQHJOIf9YvJPdUtAihBCNUoMndl26dOGpp56qsi3X1QoKCrC3tyc0NJSVK1c2YHTmR1EUVsWcZ/CHW9kVfxE7a0tm39uez8dG4OF0+/vXhjbVYW9jSfalEo6nykiRGopL9Ww5Xt53MNjDgbzCUh79fC9rD1xQOTIhhBANrcF3njh69CizZ89m8ODBWFtbExERga+vL7a2tmRlZXHkyBEOHz5MREQE7733HkOGDGnoEM1G9qViXl91iF8Olo/mdPJ34YN/diKoiUOd3cPa0oLOga5sO5nBnviLtPUxrobLjcGehIvkF5XSxFHLr8/1Zsr/Yvn9UArPfR9Dam4hT/aWZQ1CCNFYNPiInZubG//+97+5cOECixYtolWrVmRkZHDy5EkAHnroIaKiotixY4ckdbdh28l07vpwK78cTMbSQsOUQa348V931GlSV6m7rLNT1Yaj5a2CBrb1xM7GkgUPhvNYj2YAzPz1KO/8ckSmyYUQopFQba9YW1tb7rvvPu677z61QjBLhSVlvPv7MZbtPANAcBMHPvhnJzr6u9TbPSvX2e1NyERRFDSampsai7qlKArrjqQCMLCtF1BerTx9eDt8dLbM+f0Yn29PICW3kPmjO6K1srze5YQQQtyCotIyPlp/ksgQbzr66VR9HzSaqlhRN179Oc6Q1D3SPZBfn+9dr0kdQAc/F2ytLbhYUMyptPx6vZeo6lhKHuezL2NrbUHPFk0MxzUaDeP6NuejMZ2wttTw68FkHv18LzmXS1SMVgghzNOOUxks3Hyap7/aj6LyBIkkdmbm+Ttb0szdnqWPd+GdkaHY2dT/CI2NlQXhAeX97HbLdGyDWl8xWterRZNqX+t7OjVl2eNdcdRasSchk/sX7+RCtvSIFEKIuvRbXAoAQ0K9r7sVZ0OQxM7MNGviwIYX+tG/tWeD3rdyezHZN7ZhrT9adRq2Oj1bNOF/4+7Ay1nLidR87lu4k2MpslOIMC6fb0/gqa/2k1soo8rG4rs9Z3n392OUlunVDsWoFZfq+etwRWLX3kflaCSxM0uWKnxa6BZcvs5uT8U6O1H/UnMLOXAuB4A7214/kW/n68zKZ3vSwtORlNxC7l+0i52nMxoiTCFu6OeYc7zzyxHWHUnlf/uS1A5HACk5hby+Ko7FW07zxY4EtcMxarviL5JbWN6ZoMtN7uBUH1RN7M6ePVttEqAoyg0bGQvj0snfBRsrC9LzikjIKFA7nEahshq2k78Lnk62Nzy/qYsdP/7rDro2cyOvqJTHvtjHGul1J1QWczaLqT/FGb5evi9JPhwagf/tT6KymH7+uhMkXpTf6zX5raKl2OBQL1UGVq6mamIXFBREenr6NcczMzMJCgpSISJxq2ytLelUUaQhbU8aRuU07KB2NU/DXs3F3oav/q8rQ9t7U1ym5/nvY/jvtvj6ClGI60rJKWTc11EUl+rp19oDO2tLTqXlE302S+3QGrUyvcKKipFTdwcbCkv0vPJTnCTc1Sgp0/PnkfJp2KGh6k/DgsqJXU2tMfLz87G1vfEIhDAu3Svansg6u/p3qbiU7afKp1Kvt76uOrbWlnz8QNVed2+vlV53omEVlpTx9Nf7ScsrorWXEwseDGdYh/I3xuV7ZTpWTdtOpnM++zI6O2uWP90dW2sLdsVfNCR74m974jPJvlSCm4MNXYPUn4YFlRK7KVOmMGXKFDQaDW+88Ybh6ylTpjBx4kT++c9/0qlTp5u65tatWxk+fDi+vr5oNBpWrVpV5fnU1FQee+wxfH19sbe3Z/DgwYamyJVOnz7Nvffei4eHB87OzowePZrU1NQq5zRr1gyNRlPl8corr9zKX4PZ6XZFo2L5ZFe/tp3MoLhUj7+bHa28HG/6+yt73b06tA0AX+xI4LnvYygsKavrUIW4hqIovPzjQQ6ey8HV3pr/jo3AUWvFmK7+APxyMJk8KaJQzfd7y5dC3RvWlJZeTrwY2RqAWb8dJTW3UM3QjM5vh8qnYe8K8cLK0jjKFlSJIiYmhpiYGBRFIS4uzvB1TEwMx44do2PHjixbtuymrllQUEDHjh1ZsGDBNc8pisLIkSOJj49n9erVxMTEEBgYyMCBAykoKDB8f2RkJBqNho0bN7Jjxw6Ki4sZPnw4en3ViqC3336b5ORkw+P111+/5b8LcxIe4Iq1pYbknEKSMqWlRn3acEU17K02wtRoNDzd54ped3HJPPrFXnIuyRuqqF8LN59mzYELWFloWPhQZ/zd7IHy3yEtPB25XFIm6z9VkpZbaFi/+0DXAAAe7xlERz8deYWlvLn6kJrhGZUyvcKfhyrbnBjHNCyotPPEpk2bAHj88cf56KOPcHa+/f1FhwwZUuMWZCdPnmT37t0cOnSIkJAQABYuXIinpyfff/89Tz75JDt27ODMmTPExMQY4lm6dClubm5s3LiRgQMHGq7n5OSEt7f3bcdsbuxsLOng50JUYha7Ey4S4G6vdkhmqUyvGH7xDrrJadjq3NOpKR6OWsZ9HcXehEz+sXgnXz7RFV8Xu9u+thBXW3cklX//dRyAt0aEcEdzd8NzGo2GMV38mfnrUVbsS+KhboFqhdlo/RB1jlK9QniAC629nYDyEf53R3Vg+Mfb+fNwKr/HJRtFWw+17U3I5GJBMS721lX+HatN1XHDpUuX1klSdyNFRUUAVdbtWVpaYmNjw/bt2w3naDQatFqt4RxbW1ssLCwM51SaO3cu7u7udOrUiVmzZlFcXHzD++fm5lZ5mKtuhnV2UkBRX2KTsrlYUIyTrRVd6mhNR48WTfjfv8p73Z1My+fehTs4mmy+/06FOo6n5DFpeQyKUr4zzsPdr03c7g1rirWlhoPncjh8IUeFKBsv/RVFE5WjdZXa+jjzbL/mALyx+jDZl67/vtcY/BZXPg0b2c4LayOZhgUj6GO3YcMGXn31VZ588kmeeOKJKo+60qZNGwIDA5k2bRpZWVkUFxfz7rvvkpKSQnJy+QvTvXt3HBwcmDp1KpcuXaKgoICXXnoJvV5vOAdg4sSJLF++nE2bNjFhwgQ+/PBDnn322evef86cOeh0OsPD39+/zn42Y/P3OjspoKgvldWw/Vp71ukvk7Y+5b3uWno6kppbxOjFu9h5SnrdibqRWVDMk1/to6C4jDuC3XlzeLtqz3N31BIZUj4jIj3tGtbO0xc5m3kJJ60Vd3e4dkRu/J0taOHpSEZ+EbN+PapChMajTK/whxE1Jb6SqondjBkziIyMZMOGDWRkZJCVlVXlUVesra356aefOHHiBG5ubtjb27N582aGDBmCpWX5NkweHh788MMPrF27FkdHR3Q6HTk5OYSHhxvOAZg8eTJ9+/alQ4cOPPnkkyxevJjPP/+cixdrTmSmTZtGTk6O4ZGUZL6/rDoHumJpoeFc1mXOy9ZV9aJyG7GBN2hKfCvKe931MPS6G7t0L6tjz9f5fUTjUlKm59lvo0jKvEyAmz0LHwq/7oeSMV3KP/z+HHNeCnoa0Pf7yosmRoY1xd7m2pVaWitL5o5qj0ZTPmW7/WTj/eAXlZhFel4RTrZW9Gze5Mbf0IBUWWNXafHixSxbtoxHHnmk3u/VuXNnYmNjycnJobi4GA8PD7p160ZERIThnMjISE6fPk1GRgZWVla4uLjg7e193Z563bt3B+DUqVO4u1c/x67VaqtM8ZozR60VoU11HEjKZk/8Re4L91M7JLNyJqOAk2n5WFlo6NeqfraN09lb89X/dWXK/2L5LS6FictjSc0t5KnewbdcqCEat7fWHGZ3fCaOWiv+OzYCVweb657fs3kTmrrYcT77Mn8cSmFkWNMGirTxuphfZNgW6+pp2Ct1DnTj0e6BfLkrkWk/H+TPSX2qTQLNXeU07KB2XthYqT75WYWq0RQXF9OjR48GvadOp8PDw4OTJ0+yf/9+7rnnnmvOadKkCS4uLmzcuJG0tDRGjBhR4/ViYmIA8PExrqFYNXWXdXb1pnIatmuQGzp763q7j621JQseCOfxns0AmP3bMWasPUKZ9LoTN+nr3Yl8u+csGg18NKYTrbycbvg9FhYa/lkxalfZekPUr5+iz1FSptDRT0c73+uvfX9pcBuautiRlHmZ9/860UARGg+9XuGPQ8bVlPhKqiZ2Tz75JN99912dXCs/P5/Y2FhiY2MBSEhIIDY21rA12Q8//MDmzZsNLU8GDRrEyJEjiYyMNFxj6dKl7N69m9OnT/PNN99w//33M3nyZFq3Lu/hs2vXLj744ANiY2NJSEjgf//7H+PGjWPEiBEEBNT8Caex+XvfWFlnV9fWX9HmpL5ZWGiYPjyE1+9uC8CynWd47vtomRoTtbbzdAZvrTkMwMt3tWHATfy7/UdnPyw05X0x49Pz6ytEQXlLsMqm0NcbravkqLVi1r2hACzdkUBsUnZ9hmd0YpKyScktxFFrRe9WxjUNCypPxRYWFrJkyRLWr19Phw4dsLauOgIxf/78Wl9r//799O/f3/D1lClTABg7dizLli0jOTmZKVOmkJqaio+PD48++ihvvPFGlWscP36cadOmkZmZSbNmzXjttdeYPHmy4XmtVsuKFSuYMWMGRUVFBAYG8tRTT/Hyyy/fyo9vtiKauWGhgTMXL5GaW4iXs+wiUhdyLpWw70z52tOGSOwqPdk7GE9nW16omJq9kL2bj8Z0ItDdocFiEKYn8WIBz34bTZleYWQnX/7VN/imvt/XxY6+rTzYdDyd/+0/xytD2tRTpHWrtEzPqtgL9Gzhjo/ONFoG7UnIJD6jAAcbS4Z39K3V9/Rr7cm9YU35OeY8U388yNrnehndlGR9qZyGHdjWE62V5Q3ObngaRcUtAq5MxK5W2SjYHOXm5hqKMxqi3Ysahn28jUPnc/loTCfu6STrY+rC6tjzTFweS2svJ/6c3KfB77/zdAbjvo4ir7AUextLXr+7HQ909Zd1d+IaeYUl3LdwJyfT8unop2PFuDuwtb75N8A/DqXwr2+iaOKoZde0O42qpURNPtl0ivf+PE77pjrWTOhpEv8/Ji6PYXXsBR7oGsCc+9rX+vsyC4oZOH8LmQXFTBnUiucHtKzHKI2Doij0fHcjF3IK+fSRztwV0nA9bWubO6g6YlfZqFiYn25B7hw6n8uehExJ7OrIuspq2Hb1UzRxIz2aN+H3ib158YcD7I7P5NWf41h/NJV3R7XH00lGZUW5Mr3C5BWxnEzLx8tZy5JHI24pqQMY0NaTJo5aMvKL2HgsrUHfRG9FXmEJn22LByDufA7rjqQaWrcYq6yCYn6PqyyauLlWXG4ONrw1IoTnv4/h440nGRLqTctarKE0ZQfO5XAhpxB7G0v6tvJQO5xqqf7xZ9u2bTz88MP06NGD8+fL2yp8/fXX1zQFFqbl70bFss6uLhSX6tlyPB1o2GnYq/m52vPdk915/e622FhZlL/ZfrCV3+OSb/zNolH491/HWX80Da2VBUseibitpRjWlhb8o3N5Zb0pbED/5c4zZF8qoXKQbv66E+iNvOBoZcx5isv0hPg6076p7qa/f3gHHwa08aSkTGHqTwfNvsCq8nfdnW08b/kDS31TNbH76aefuOuuu7CzsyM6OtqwQ0ReXh6zZ89WMzRxm7oGuaHRwOn0AtLzitQOx+TtTcgkr6iUJo5aOvq5qBqLhYWGJ3sHs3ZCL9r5OJN1qYRnvo1myopYci7LPrON2aqY8yzafBqAef/oQEd/l9u+ZmV17ObjaSTnGG9vzNzCEj7blgDAjBEhOGmtOJaSx+8V1ZPGSFEUQ9XxmK4BtzRtrNFomHlvKI5aK6LPZvP1rjN1HKXxUBSF3w6VJ3ZDjawp8ZVUTexmzpzJ4sWL+eyzz6oUTvTo0YPo6GgVIxO3y8XehtYVQ/J7E6Ttye2qrIYd0MYTCwvjWLPT2tuJVeN7Mr5/cyw05Z/8h3y4VXaraKQOJGXz8k8HAXimX/M6W4IR1MSBbkFu6BX4Yf+5OrlmfVi24ww5l0to4enIQ90CeaJXef/TD9afMNpRrKjELE6l5WNnbck9nWpXNFEdH50dUyuKW+b9eZxzWZfqKkSjcvhCLkmZl7GztqR/a3WWxNSGqond8ePH6dPn2kXgzs7OZGdnN3xAok51l+3F6oSiKFesr1NvGrY6NlYWvHRXG3741x0EuttzIaeQB/+7hxlrD0tblEYkNbeQp77aT3GpnoFtPXkpsnWdXn9MxdqvFfuSjHJqM+dyCf+tWFv3/ICWWFpo+L/eQTjbWnEqLZ+1By6oHGH1vqsYrRvWwQdn29vri/lQ1wC6NnPjUnEZr/58CBXrMuvNrxXTsP3beGBnY5zTsKByYufj48OpU6euOb59+3aCg2+uNF4Yn27SqLhOHEvJ43z2ZbRWFvRqYXw9k6C8G/1vz/fmoW7lPbCW7jjDsI+3E3dONnE3d4UlZTz91X7S8opo5eXIh2PC6nxUeUioD862VpzPvsyO08Y3IrxsxxlyC0tp6enI3RVTdM621jzdp/x97KMNJykt06sZ4jVyLpXw68HyROWBbrffh9XCQsO7o9pjY2XB1hPp/BxjXlsRKopiWF83xAibEl9J1cRu3LhxTJw4kT179qDRaLhw4QLffvstL774Is8++6yaoYk60LUisTuemkdmQbHK0Ziuyr1he7dsYtSfEh20Vsy6tz1LH++Ch5OWU2n53LtwB/8xwjc1UTcUReGVnw5y4FwOLvbW/PfRLjhq677Zgq21JfdWbCu23MiKKHIul/Df7eWjdRMHlo/WVXqsZxCu9tYkZBQYXaKzKvY8RaV6Wns5EVYHayEBgj0cmVjR8uTtX46QkW8+66uPJudx5uIltFYW9G9jvNOwoHJi9/LLLzNy5Ej69+9Pfn4+ffr04cknn2TcuHFMmDBBzdBEHXB31NLS0xGQdXa3oyF3m6gL/Vt78tekPtzd3odSvcL8dSf4x+JdsnuAGVq8JZ5VsRewstCw8KFwAtzt6+1e/+xSPqr01+EUo/qg+MX2BPIKS2nl5XjN9lKOWiv+1bc5AP/ZeJISI/mAc2XRRF33ony6TzDtfJzJvlTCjLVH6uy6avu9omiibyuPevnwUpdUb3cya9YsMjIy2Lt3L7t37yY9PZ133nlH7bBEHZHtxW5Pam4hByqmM+9sa9yfEq/k6mDDggfD+PCfnXCytSI2KZuh/9nG17vOmOXam8Zo/ZFU5v15DIDpI0Lo0bx+lwm083Wmg5+OkjKFldHGUUSRc6mEL7aXV8JOHNCq2inoR+9oRhNHLUmZl42m+CM2KZtjKXlorSy4N8yvTq9tbWnBvH90wNJCw9oDFwwzDqZMURTD+jpjroatpFpiV1JSQv/+/Tlx4gT29vZERETQtWtXHB0d1QpJ1INuQeUFFDJid2s2HksDoJO/i8k1AdZoNIwMa8qfk/rQs4U7hSV63lh9mLFL95GSU6h2eOI2nEjNY+LyGBQFHu4ewCPdAxvkvpWtT5bvSzKKDwifb48nr6iUNt5ODAmtvhGxnY0lz/YrH7VbsPEkRaXqFxVV7gt7d3sfdPa3VzRRndCmOp7sXV4V/PqqQ+QWmnYbpBOp+cSnF2BjacEAE/iArVpiZ21tzaFDh0xiuxVx6ypH7I4k50qPs1tQ+Wl3kJFVw94MXxc7vn6iG9OHt0NbsbD6rg+3Gm2loLi+rIJinvxyPwXFZXQPdmP68JAGu/eIjr7YWVtyKi2f6LNZDXbf6mRfKmbpjjMATBzQ8roFIw92C8DLWcuFnEJDUqWWvMIS1lT836uLoomaTB7Yimbu9qTkFjL392P1dp+GULk3bJ9WTXC6zerhhqDqVOyjjz7K559/rmYIop55OtkS3MQBRYH9Z2TU7mZcKi5le0VPOFNZX1cTCwsNj/cM4tfne9G+qY6cyyU8930Mz38fQ/Yl41kvJa6vpEzPs99GczbzEv5udix8qHOD7t/qZGvN3R3Kp8LUTpA+355gGK270VZnttaWTOjfAijfS1bNVkBrDlzgckkZLTwdiQh0rbf72FpbMue+DgB8u+esSe9CVLm+ztirYSupmtgVFxezaNEiOnfuzLhx45gyZUqVhzAPf6+zk8TuZmw/mUFRqR4/VztaeZnHEoUWnk6sfLaHodfXmgMXuOvDrWw9ka52aKIW3l57hF3xF3GwseTzsV1wc7Bp8BjGVEzH/nIwmTyVpviuHK2bNPD6o3WVRnfxp6mLHWl5RXyzO7GeI6yZYaeJLnVbNFGdO5q780DX8lHBV1bGmWRvy1NpeZxIzcfaUmMyH7BVTewOHTpEeHg4zs7OnDhxgpiYGMMjNjZWzdBEHapcZ2fKn9jUcGU1rDktWbC2tGDKoFb89EwPgps4kJpbxKNf7OXN1Ye4XGx6v/gbi292J/L17kQ0GvhoTBitVNrsvXOgKy08HblcUsbaA+rsUfzZtnjyi0pp6+NMZLvrj9ZV0lpZ8tyd5aN2i7ec5lJxaX2GWK24czkcOp+LjaUF94XXbdFETaYNbYOXs5aEjAI+2nCyQe5Zl36PK98SrmeLJvWyHrE+qJrYbdq0qcbHxo0b1QxN1KHKfnaHLuSSX9Twv8xMUZleYcPR8sIJU15fdz2d/F349fnejL2jfOH9V7sSufs/24hNylY3MHGNXacv8taawwC8dFdrVXdA0Wg0hlG7FfvONvj9swqKWXaTo3WVRnX2I8DNnoz8Yr7c2fCjdt9X/H0NDvVusNFWZ1tr3rknFIAlW+M5dN60mpb/VrHX79WtbIyZUVTFCvPm62KHv5sdZXpF1tnVUmxSNhcLinGytTIkxubIzsaSGfeE8tUTXfF2tiU+o4BRi3by/l/HZfTOCFT2O3vqq/2U6hXu6eTLMxV92dR0b1hTrC01HDiXw5ELuQ1678+2xVNQXEaIrzORN5ngWltaGBr4frr1dINOJRcUlbK6okly5RZtDSUyxJu72/tQpleY+tNBk2lYnpBRwNHkXCwtNCb1AVuqYkWDMEzHyjq7Wqmchu3X2rNBF6erpU8rD/6c1IcRHX0p0yt8vPEU/f+9mR/2JxntBurmLinzEo98vpdpK+PILyqle7Abc0d1MIrf2e6OWsMUaEOO2mUWFPPlzjMATBrY6pb+Lu7p5EuwhwPZl0oM6/Qawi8HL1BQXEYzd3vuqNjHuyG9NSIEnZ01hy/k8tm2hAa//62orIbt0dwdVxXWk94qqYoVDeLvfWONa53d4i2nGbVoJxeyL6sdShWVbU4GmkDPpLqis7fmPw+EsfChcJq62JGSW8hLPx5k2Mfb2XZSiisail6v8NWuM9z14Va2n8rA1tqC1+9uy7dPdsfW2ni2tKvsafdzzPkGW5S/ZGv5aF1oU+db/r9pdcWo3Wfb4sm51DCjdt9VVBGP6RqgSnLu4aTljWHtAPhw/QkSMgoaPIabVVkNawpNia9kNlWxW7duZfjw4fj6+qLRaFi1alWV51NTU3nsscfw9fXF3t6ewYMHc/Jk1YWcp0+f5t5778XDwwNnZ2dGjx5NamrVrtlZWVk88sgj6HQ6dDodjzzyCNnZ2bfy4zcq3Ss+IR48l6PKouHqnL14iX//eZyoxCzD+iFjkHixgJNp+VhZaOjXqvEkdpWGtvdhwwt9eXVoG5xtrTianMsjn+9l7Bd7OZbSsNNujU3ixQIe+Gw3b64+zKXiMro2c+OPiX14sndwlT1QjUGvFk1o6mJHbmEpf1Ssg6pPF/OL+GrXGQAmDbi10bpKwzv40srLkbzCUj6v2Ge2Ph25kMuBpGysLTX8o3PDFE1UZ1R4U3q3bEJRqZ5XfjqI3ohH489evMSh87lYaLjpKXe1mU1VbEFBAR07dmTBggXXPKcoCiNHjiQ+Pp7Vq1cTExNDYGAgAwcOpKCgwPD9kZGRaDQaNm7cyI4dOyguLmb48OHo9X+vB3jwwQeJjY3ljz/+4I8//iA2NpZHHnnktv4eGgM/Vzt8dbaU6hWiE7PVDgco37uxtOIXy19HUtl4zDi2vllfUTTRNcjNZKqw6pqttSVP92nOlpf680TPIKwtNWw5kc7Qj7Yx9ceDpObKzhV1Sa9X+GJ7AoM/3MaehEzsbSyZMSKE5U93p1kTB7XDq5aFhYbREZU7UdT/dOySbfFcKi6jg5/utncfsLDQMHlgKwC+2HGGrHre+7by7yeynTdNHLX1eq/r0Wg0zL63PXbWluxJyDQUcxijytG67sHuuKv4d3YrVN3JdtOmTXV2rSFDhjBkyJBqnzt58iS7d+/m0KFDhISUd0lfuHAhnp6efP/99zz55JPs2LGDM2fOEBMTg7OzMwBLly7Fzc2NjRs3MnDgQI4ePcoff/zB7t276datGwCfffYZd9xxB8ePH6d169Z19vOYG41GQ7dgd36OOc+ehIv0alm/+0reSHx6vmG/yX6tPdh8PJ3paw7To3kT1aeb/p6GNa1PifXB1cGGN4e3Y2yPQOb9cZxf45JZsT+JNQcu8FTvIJ7u29zoN+Q2dvHp+bz840H2J5bv5NCjuTtzR3XA381e5chu7P4IPz7acILd8ZkkZBQQVE9JaEZ+EV9VVLFOGtiyTqYy7wrxpp2PM0eSc/l0azyvDGlz29eszuXiMn5WqWiiOv5u9rx0V2ve/uUI7/52jAFtvPDWGd92iZXVsENMbBoWVB6xayhFRUUA2Nr+/Y/H0tISGxsbtm/fbjhHo9Gg1f6dmdva2mJhYWE4Z9euXeh0OkNSB9C9e3d0Oh07d+687v1zc3OrPBqjv9fZqV9A8Z8NJ9ErMKCNJ588GI63sy1JmZdZuOmUqnHlXCphb0XlsCR2fwt0d+CTh8L56ZkedA505XJJGf/ZeIp+723muz1nTabKzpiU6RWWbD3NkI+2sT8xCwcbS2bdG8q3T3YziaQOyivu+7byAGDFvvrbiWLJ1ngul5TR0U9H/9Z1szzCwkLDlEHlo3Zf7jxDel5RnVz3ar/GJZNXWIq/mx09m6v7gbrS2B7N6OTvQl5RKa+vOmQU+/5e6VzWJQ4kZaPRwF0hpvd7WNWPum+//fZ1n3/zzTfr5D5t2rQhMDCQadOm8emnn+Lg4MD8+fNJSUkhObliuLV7dxwcHJg6dSqzZ89GURSmTp2KXq83nJOSkoKn57X/qT09PUlJqXmNx5w5c5gxY0ad/CymrFvFOrvYpGwKS8pUGxk7mZrH6oq9EicPaoWD1orpw9vxzLfRLN4Sz8iwpgR7qLPTw+YTaZTpFVp5ORLgbhpvrg2pc6ArP/7rDv44lMLcP45x5uIlXv05ji92JPDq0Db0b+1pFFWbxu5kah4v/XjQ0DOwd8smvDuqA01d7NQN7Bb8s0sAm46n82PUOV6IbFXnVeTpeVesrbvFStiaDGjrSUc/HQfO5bB4y2lDcUFdWm7YaSLgpnru1SdLCw3z/tGBu/+zjfVHU/k1LplhHXzVDsugcs1m12ZueDoZ32jijag6Yvfzzz9Xefzvf/9j7ty5vP/++9cUP9wOa2trfvrpJ06cOIGbmxv29vZs3ryZIUOGYGlZnlx4eHjwww8/sHbtWhwdHdHpdOTk5BAeHm44B6j2P7WiKNf9zz5t2jRycnIMj6Qkdfc4VEszd3s8nbQUl+mJOZutWhwfbjiJopR/EgttqgPKG3b2beVBcZmeN1cfVu0T5DqZhr0hjUbDkPY+/DW5L9OHt8PV3ppTafk8sWw/D362x+QaoDak0jI9n2w6xd3/2U5sUjZOtlbMG9WBr57oapJJHZQnR00cbcjIL2LjsbQ6v/6SracpLNHTyd+Ffq096vTaGo2GyRWjdt/sTqzztaMnUvPYn5iFpYWG+1UsmqhOKy8nnu1XvhPH9NWH632d4c2obHNiatWwlVRN7K4sloiJieHQoUMkJyczYMAAJk+eXKf36ty5M7GxsWRnZ5OcnMwff/zBxYsXCQoKMpwTGRnJ6dOnSUtLIyMjg6+//prz588bzvH29r6mShYgPT0dL6+a34i1Wi3Ozs5VHo1R5To7gD0J6rQ9OZqcy68Hy//TTqpYvFwZ24wRIdhYWbD9VAa/xjX8VkXFpXq2HC9v66FmZ39TYWNlweM9g9j8Un/G9Q3GxsqCXfEXGfbxdiaviOW8kbWwUduxlFzuXbiT9/48TnGZnjvbeLJucl9GN8CeofXJ2tKCURVJS11Px6blFfL17rpdW3e1vq086BzoSlGpvs6XgiyvaHEyoI0nns7GN/L0bP/mtPJy5GJBMa+sPGgUU7LJOZeJrhh4GBxau+3ijI3RrbFzdnbm7bff5o033qiX6+t0Ojw8PDh58iT79+/nnnvuueacJk2a4OLiwsaNG0lLS2PEiBEA3HHHHeTk5LB3717DuXv27CEnJ4cePXrUS7zmRu11dh+uL9/p5O4OPrT1qZpgN2viwLP9yrvqv732SINvML43IZO8olKaONrQyc+lQe9tynR21kwb0paNL/RlZKfy6ZyfY87T/9+beff3Y+SqtFG8sSgp0/PR+pMM/3g7cedzcLa14v37O/L52AijXLR+K/5ZUR27+XgayTl1l9B/uiWewhI9YQEuhrV8dU2j0fBCxajd93uT6uwDSWFJGStjygvEHugWUCfXrGtaK0vmj+6EtaWGPw+n8t1e9atkK6dhIwJd8TLCZLg2jC6xA8jOziYn5+amU/Lz84mNjTW0SUlISCA2NpazZ8v/ofzwww9s3rzZ0PJk0KBBjBw5ksjISMM1li5dyu7duzl9+jTffPMN999/P5MnTzZUu7Zt25bBgwfz1FNPsXv3bnbv3s1TTz3FsGHDpCK2lroHlyd20WezKCpt2C2jDp3P4c/DqWg0MHlgy2rP+Vff5gS625OWV8SH6xt2w+rK3SYGtPEymrUwpsTP1Z4Px4SxZkJPuge7UVyqZ/GW0/Sdt4llOxIoLm18BRaHzucwYsEOPlh/gpIyhUHtvFg/pS+jOvuZ9Cjd1YI9HOka5IZegR/3n6uTa6blFvKNYbSubtfWXa1Hiybl/2bL9CzYWDejdn8eTiH7UglNXezo07J+ktK6ENpUx9TB5RXB7/xyhJOpearG83uc6VbDVlK1eOI///lPla8VRSE5OZmvv/6awYMH39S19u/fT//+/Q1fVzY4Hjt2LMuWLSM5OZkpU6aQmpqKj48Pjz766DWjgsePH2fatGlkZmbSrFkzXnvttWumhL/99luef/55Q0I4YsSIanvnieo193CsWA9TzMFzOXRp1nD7oH6wrny07p6OvrTwdKr2HFvr8v5djy3dx7KdZ/hHZ79rRvbqg6Iof6+vk2nY29LBz4Xvn+rOxmNpzP7tKKfTC3hr7RGW7TzDK0PacFeIt1klNdUpKi1jwcZTLNp8mlK9gqu9NTPuCWV4Bx+z/dkf6OrP3oRMVuxPYnz/Frf94WjRltMUleoJD3ChTwO0Z5oyqDWjP93FD/uTeKZv89sunvpuT/mgxugIf6NrLn21J3oGseVEOttOZvDc9zGsGt9TleK6tNxC9iWWzyYNMdFpWACNouKk9pXr2wAsLCzw8PDgzjvvZNq0aTg5Vf/ma+pyc3MNxRmNcb3ds99G8VtcCi9GtmLCndWPnNW1mLNZ3LtwJ5YWGtZP6XvDflfPfBPF74dS6Bzoyg/j7qj3EbRjKbkM/nAbWisLYt+MxM7GeLZuMmWlZXpW7E/ig3UnyMgvX5wdEejKq3e3JTzAVeXo6sfBc9m8+MMBTqTmAzC0vTczRoTi4WRaTVZvVmFJGV1mrSevsJSv/68rvW9jlCott5De8zZRVKq/7WvdjEc+38O2kxn8o7Mf/76/4y1f53R6PgPe34KFBna8cic+OuMvjEnLK2ToR9vIyC/msR7NeGtESIPH8NWuM7y5+jBhAS78/GzPBr//jdQ2d1B1KjYhIaHK4/Tp0+zevZvZs2ebbVInoFtQZQFFw62zm18xWndvWNNaNTF9Y1g77G0siUrM4sfoupnauZ7KpsS9WzaRpK4OWVla8FC3QDa/1J/n72yBrbUF+xOzuG/hTsZ/G82RC+bTU7KwpIx3fz/GyE92cCI1H3cHGxY+FM7ChzqbfVIH5aPt94Y1BWD5bRZRLNxcPloXEehKrxYN1/utsq/dyuhzxKfn3/J1KotI+rf2NImkDsDTyZb3KpLZZTvPqLITkKEaNtR0p2FBpcRu48aNtGvXrtpGvTk5OYSEhLBt2zYVIhMNoVvFOruoxCxKGqCx7L4zmWw7mYGVhYbnazlC6Otix6SKdXhzfjta76X46yq2EZM2J/XDUWvFlMjWbH6xP6Mj/NBoyhu3Dv3PNh75fA9bT6QbRUXerYpKzOLu/2xj8ZbT6BUY0dGXdVP6mmy7hlv1zy7lRRR/HU4h8xb/z6bkFBoW8U8eVL9r664WFuDKnW080SvlTdRvRVFpGT9GVRRNdDXOooma9G/tyRM9y2fyXvzhIGkNuHVgel4ReysGG0y1GraSKondhx9+yFNPPVXtUKJOp2PcuHHMnz9fhchEQ2jl6YSLvTWXisuIa4CeY/P/Kh+tuz/C76bWrTzeM4hWXo5kXSph3p/H6ys80nILOVDRKPbONnXT1V5Uz1tny7x/dOS353szrIMPFhrYdjKDR7/Yy5CPtvFj1DmTKrJIyrzEjLWH+cfinZxOL8DDScuSRzrznwfCcHOwUTu8Bhfiq6N9Ux0lZYphy8CbtWjzKYpL9XRp5kqP5u51HOGNVY7arT5w4ZYKCdYdSSWzoBgvZ22d991rCFOHtKatjzOZBcW88MMB9PqG+cD115EU9Ap08NOZzM4rNVElsTtw4MB1iyMiIyOJiopqwIhEQ7Kw0NC1WcO0Pdl5OoNd8RexttTc9Ho+a0sLZo5sD5Rvoh19Nqs+QmRDRVPVjv4uRtlryhy19XFmwYPhbHmpP4/3bIa9jSXHUvJ48YcD9J63kUWbT5Nz2TjbpOQVlvC/fUmM/nQXvedtYumOMygK3BfelHWT+xAZYtqjDberctRuxb6kmx6FTckp5PuK3m+T67kStiahTXXcFeKFonBLlfnfV4w2/jPCH6s63oWjIWitLPn4gU7YWluw7WQG/90e3yD3NVTDmvg0LKiU2KWmpmJtbV3j81ZWVqSnpzdgRKKhNUSjYkVRDJWwY7oE3FJn/a5BbowK90NR4I1Vh+plT9LK9XWD2spoXUPzd7Nn+vAQdr0ygKmD2+DppCU1t4i5fxyjx5wNzFh7mKTMS2qHSZleYeuJdCYuj6HLrPW8/NNB9iZkotFArxZNWPZ4F+aP7oSLfeMbpbvaPZ18sbO25GRavqHRbG0t3HyK4jI9XYPcuEOF0bpKlbtR/BqXfFPrQBMvFrDj1EU0GhhdkeCaohaeTkwfXl488d6fx4k7V78zO5kFxeyKL38vGtre9D8YqZLYNW3alLi4uBqfP3jwID4+pp81i5pVNirefyar3jZw334qg31nsrCxsmB8/xa3fJ1pQ9vgbGvF4Qu5hr5WdeVScSnbT2UA0uZETTp7a57p15ztU+/k3/d3pI23EwXFZSzdcYa+721iwnfRHDyX3eBxnUzNY87vR+nx7gYe/WIvq2MvUFiip7mHAy8Pbs3OV+7kmye70a+ONqY3B0621tzdofz9Y/lNNLy9kH3ZsFODWqN1ldp4Oxt+hg8qmqrXRmXRSJ+WHvi5mvZ04pgu/gwO8aakTOH55TEUFJXW273+OpxCmV4hxNeZQPcbF9cZO1USu6FDh/Lmm29SWHjtwsjLly8zffp0hg0bpkJkoqG09XHGydaK/KJSjiTXfWWioii8X7G27qFuAbfVYb+Jo5aXKxpovv/XiTpd0Lv9ZAZFpXr8XO1o7SWV4GqzsbLgH539+H1ib756oiu9WzZBr8AvB5MZsWAH//x0F+uPpNbrup/MgmKW7UhgxILtDPpgK59uiSc1twidnTWPdA9k1fierJ/Sl2f7tTCZiseGNqZitOqXg8m13kGmcrSue7C6o3WVJg9siYWmfM1cbT5UlJTp+WF/ZdGE6Y7WVdJoNLw7qj0+OlsSMgp4a83hervXbxW7TZhLsZEqid3rr79OZmYmrVq1Yt68eaxevZo1a9Ywd+5cWrduTWZmJq+99poaoYkGYlnP6+w2H08nNikbW2sLnqnYJux2PNA1gI5+OvKKSpn129E6iLBc5W4TA9t6mW3jWFOk0Wjo08qDr/+vG78935v7wppiZaFhT0ImT361n4EfbOH7vWcpLKmb3VOKS/X8eTiFp7/aT7fZ63lr7REOnsvBykLDwLZeLH44nL2vDeCdkaF08neRfys30DnQleYeDlwuKWPtgRvv+3w++7KhRciVe0irqYWnE/d0Km/fUrmk5Ho2HE0lI7+IJo5aBphJdb2LvQ0f/rMTGg38EHWOtQcu1Pk9si8Vs7Ni1sSUmxJfSZXEzsvLi507dxIaGsq0adO49957GTlyJK+++iqhoaHs2LEDLy/z+IcpalbZ9qSu19kpimLoWzf2jmZ4Ot1+QYKlhYZ3Roai0cDq2AvsPJ1x29fU6xU2VhRODJJpWKPVzteZ+f/sxLap/RnXNxgnrRXx6QVMWxlHr7kb+c+Gk7fUWkNRFA6ey2b66kN0m72ecV9H8deRVErKFEKbOjN9eDt2vzqA/46NYHCoD1or6W9YWxqNhjFdylt9rNh34+nYhZtOUVKmcEewO92D1R+tqzRxQEssLTRsOp5OVOL1i7cqiz7uj/DD2gSLJmrSLdidCRVLaV79Oa7O17yuO5JKqV6hjbcTwR6OdXpttaj26gcGBvLbb7+RkZHBnj172L17NxkZGfz22280a9ZMrbBEA6psVLw3IZOyOpza+utIKnHnc7C3seTpPsF1dt0Ofi483C0QKC+kuN22GLHnssnIL8bJ1oquQQ23tZq4NT46O6YNacvOaXfy+t1taepiR0Z+MfPXnaDHuxt4fVUcCRkFN7xOSk4hizafJvKDrYxYsIMvdyWSdakEDyctT/cJ5s9Jffjlud483jOIJo7m31i4vtwb3hRrSw0HzuVctwDhXNYl/re/Ym3dIOMYravUrIkDo8JvPGqXlHmJrSfLCw7HmHDRRE0mDmhJeIALeYWlTFoRW6frsiubEptDNWwl1dN6V1dXunTpQteuXXF1Nc8tfkT1QnydcdRakVtYyrGUullnp9f/XQn7eM9muNfxG+OLka1p4mjD6fSC2y7Dr6yG7dfa06w+YZs7J1trnuwdzJaX+vGfB8IIbepMYYmeb3af5c73NzPu6/1EJVZdXnC5uIzVsed55PM99Hh3A3P/OMbJtHy0VhYM7+jLsse7sOuVO3l1aFtae8tay7rQxFFrGAmvTNyq88mm05SUKfRs4W6UH7Ceu7MlVhYatp/KYE989bMbP+xPQlGgZwt3s1j8fzUrSws+GhOGk9aKqMQs/rPxVJ1cN+dyiaF4zRyqYSvJu4lQjZWlBZ0Dy5P5ulpn9/uhFI6l5OGkteKp3nU3WldJZ2/Nq0PbAuWd4c9l3fq0wN/r66Si0RRZWVowoqMvayf04vununNnG08UBf48nMqoRbu4d+EOlu89y8s/HqDLrPVMXB7LtpMZ6JXy/Wrn3Neefa8P5OMHwujX2tMke44Zu8rp2JXR56pdD5mUeYkf9hvX2rqr+bvZG1qXvL/uxDW9+Sr3QwbT22niZvi72TPrvvK+ogs2njTsEnE7NhwtX/rQ0tORlmZUvCa/SYSq6nKdXZle4cOK1gBP9Aqqt55e94Y1pWuQG4UlemasPXJL10i8WMCJ1HwsLTT0ayWJnSnTaDTc0dydLx7rwvopfRjTxR8bSwtizmbzyso4/rf/HPlFpfi52vH8gJZseakfPz7Tgwe6BuBsW3M/T3H7erVoQlMXO3ILS/mjovLxSgs3n6JUr9CrRRO6NDO+0bpKE/q3wMbSgr0Jmew4VfV35abj6aTmFuHuYENkO/MZdarOiI6+jAr3Q6/ApOUx5Fy6vSbiv1U2JTaTathKktgJVV25zu52W0j8cvACJ9Pycba14oleQXURXrU0Gg0zR4ZiZaFh3ZFUw5TqzVhfsTds12Zu6Ozlzd1ctPB04t1RHdj+Sn+eu7MF7XycGR3hx/Knu7P1pf5MGdTKLKfKjJWFhYbREeWjXcuvKqIoH60rbw8yedDN7UrT0Hxd7HiwW/lo3Px1x6uM2lX26hvV2Q8bK/N/S59xTwjN3O25kFPItJ8P3vIez3mFJYZ1ieY0DQuS2AmVdfDTYWdtSdalEk6l59/ydUrL9HxUsf3O032C0dnVb7LUysuJ/+tdnjy+tfYwl4tvru1FZTIoTYnNk6eTLS9Etua3ib2Z94+OdA92x8JCWpSo4f4IPzQa2B2fWaW4ZcHG8tG63i2b0DnQeEfrKj3brzlaKwuiz2az+UR5QpKcc5lNx8s/JJpj0UR1HLVW/OeBMKwsNPwWl3Ld9ZPXs/FYGsWleoKbOJhdD1FVE7v169fX+Nynn37agJEItVhXWWd369Oxq2IvEJ9RgKu9NY/1rL/Ruis9f2dLfHW2nMu6zCebar+YN+dSCXvPlK8PkfV1QtQvXxc7+rbyAP4uojh78RI/RpeP1hnr2rqreTrb8ugd5VX5H1SstfvfvnPolfKdfMylVUdtdPBz4cW7WgPw1pojnEq7+UEBQzVse2+z6wupamJ3991388ILL1Bc/HcPqPT0dIYPH860adNUjEw0pMrtxXbf4mLYkjI9/9lQPlo3rm9zHLVWdRbb9ThorXizYj/DT7ee5nQtRxw3n0ijTK/QystRpuWEaACVo1k/Rp2jpEzPxxtPUqZX6NPKw/DB0hT8q29z7G0sOXguhz8Ppxp69FVO0zYmT/cOpleLJlwuKeP572MoKq39rElBUSmbj5ePeppTm5NKqiZ2W7duZe3atXTp0oXDhw/z66+/EhoaSn5+PgcOHLjpaw0fPhxfX180Gg2rVq2q8nxqaiqPPfYYvr6+2NvbM3jwYE6ePFnlnJSUFB555BG8vb1xcHAgPDycH3/8sco5zZo1Q6PRVHm88sort/Tzi3LdKhqC7onPvKX1Ej9FneNs5iWaONoYPtE2lLtCvOjf2oOSMoXpqw/XKv51R/7ebUIIUf/ubONFE0cb0vOK+HLnGVbGnAfKt+0yJe6OWsb2aAbAyz8e4EJOIS721twVYl5rxGrDwkLD/NEdcXOw4UhyLu/9cbzW37vpeBpFpXoC3e0J8XWuxyjVoWpi161bN2JiYujQoQOdO3fm3nvv5YUXXmDjxo34+9/ceoGCggI6duzIggULrnlOURRGjhxJfHw8q1evJiYmhsDAQAYOHEhBwd9rLh555BGOHz/OmjVriIuL47777uOf//wnMTExVa739ttvk5ycbHi8/vrrt/YXIADo6K9Da2VBRn4R8bVo8HqlotIyPq7oaVT+abZhRusqaTQa3hoRgo2VBdtPZfDLwetvX1RcqmdLxfoYWV8nRMOwsbJgVGc/AGb9dpQyvUK/1h6EBZjOaF2lp3sHG/p/AtwX5oetdePclcTT2ZZ5ozoA8N/tCWyuWG94I79XVsOG+pjdNCwYQfHE8ePH2bdvH35+flhZWXHs2DEuXbr53mBDhgxh5syZ3Hfffdc8d/LkSXbv3s2iRYvo0qULrVu3ZuHCheTn5/P9998bztu1axfPPfccXbt2JTg4mNdffx0XFxeio6OrXM/JyQlvb2/Dw9Gx8axtqA9aK0vCAlyAm+9n97/95ziffRlPJy0Pd2/Y0bpKge4OjO9XvuXNO78cue6m4/vOZJJXWEoTRxs6+bk0UIRCiH9WVMdWDqqbytq6q7k62FSp+n+ga+MomqjJwHZejK2YqXnxhwOk5xVd9/zLxWWGrRzNrRq2kqqJ3bvvvssdd9zBoEGDOHToEPv27TOM4O3atavO7lNUVP5C29r+vWeopaUlNjY2bN++3XCsV69erFixgszMTPR6PcuXL6eoqIh+/fpVud7cuXNxd3enU6dOzJo1q8oaQXFrKtue3Ew/u8KSMj6pGK0b37+Fqp9ax/UNppm7PWl5RXyw7mSN51VOww5o4yVVkkI0oGAPR8POEne28aSTv4u6Ad2GJ3sHERHoygNd/c2qse6tmja0La29nMjIL+bFHw5ct3XWlhNpXC4po6mLHe2b6howyoajamL30UcfsWrVKj7++GNsbW0JCQlh79693HfffdckU7ejTZs2BAYGMm3aNLKysiguLubdd98lJSWF5OS/p85WrFhBaWkp7u7uaLVaxo0bx88//0zz5s0N50ycOJHly5ezadMmJkyYwIcffsizzz573fsXFRWRm5tb5SGqMjQqvol1dt/vPUtKbiE+OlvGqPyp1dbakrfvCQVg2c4EDl/IueYcRVEMu00MkGpYIRrc9OHtuKeTLzNGhKgdym1xtrXmx2d6MOe+DmqHYhRsrS35+MEwtFYWbDmRztKdZ2o899eKadihZlgNW0nVxC4uLo4hQ4ZUOWZtbc17773HX3/9VWf3sba25qeffuLEiRO4ublhb2/P5s2bGTJkCJaWf4/yvP7662RlZbF+/Xr279/PlClTuP/++4mLizOcM3nyZPr27UuHDh148sknWbx4MZ9//jkXL9Y80jRnzhx0Op3hcbPrBxuD8ABXbCwtSMkt5GzmjafiLxeX8cmm0wBMuLMFWiv115j0aeXB3e190CvwxqpD13xqPJ6ax7msy2itLOjVsolKUQrReIX46vhoTBj+bvZqhyLqWCsvJ14f1g6Aub8f49D5az9cF5aUsbHiw7W57TZxJVUTuyZNan5z69u3b53eq3PnzsTGxpKdnU1ycjJ//PEHFy9eJCiofK3C6dOnWbBgAV988QUDBgygY8eOTJ8+nYiICD755JMar9u9e3cATp2quY/ZtGnTyMnJMTySkm6toaI5s7W2pKN/+bB4bdbZfbM7kYz8Ivxc7bi/s/Ekym8Ma4eDjSXRZ7P5Iarq61zZlLhXiyYNXuQhhBDm7uFuAUS286K4TM/zy2O4VFxa5fmtJ9IpKC7DR2dr1mucVS+eADhy5Ah//PEHa9asqfKoDzqdDg8PD06ePMn+/fu55557AAwFGxYWVf9KLC0t0ev1NV6vsmLWx6fm7F+r1eLs7FzlIa5Vuc5u9w3W2RUUlbJoS/lo3fN3tjSqbXS8dbZMHlS+KHvO78fILPh7/eW6im3EpBpWCCHqnkajYe6oDng5a4lPL+CdX6ru5f37ob+rYc15jbOqwwbx8fHce++9xMXFodFoDGurKue9y8pq33AwPz+/yqhZQkICsbGxuLm5ERAQwA8//ICHhwcBAQHExcUxceJERo4cSWRkJFC+Dq9FixaMGzeOf//737i7u7Nq1SrWrVvHL7/8ApRXze7evZv+/fuj0+nYt28fkydPZsSIEQQENL4GkXWtW7AbCzbdeMTuy11nyCwoJtDdnvvCmzZQdLU3tkczfow6x7GUPOb9cYx3R3UgLbeQA0nZAAxoI+vrhBCiPrg62PDBPzvx0H/38P3eJHq39GBoex+KSssMsybmWg1bSdWhjokTJxIUFERqair29vYcPnyYrVu3EhERwebNm2/qWvv37ycsLIywsDAApkyZQlhYGG+++SYAycnJPPLII7Rp04bnn3+eRx55pEqrE2tra3777Tc8PDwYPnw4HTp04KuvvuLLL79k6NChQPnI24oVK+jXrx/t2rXjzTff5KmnnqpyHXHrOge6YmWh4Xz2Zc5lVb/OLq+whCVb4wGYOKAlVpbGM1pXydrSgndGlhdSLN+XRPTZLDZUlNd39HfB09n2et8uhBDiNvRo3oRn+pYXPb7y00HOZ19mx6kM8opK8XTSEm6C/Qtvhka5lVb/daRJkyZs3LiRDh06oNPp2Lt3L61bt2bjxo288MIL1zQGNhe5ubnodDpycnJkWvYq9y7cQczZbN6/v6OhoeiVPlp/kg/WnyDYw4F1k/tiacTD6S/9cIAfos7RzscZT2ctm4+n82JkKybcaVrd7oUQwtSUlOn5x+JdHEjKpmszN5q62vFzzHnG3hHIjIoOBqamtrmDqsMdZWVlhua+TZo04cKFCwAEBgZy/HjttwcR5uN6/exyLpXw3+3lo3WTBrYy6qQO4JUhbdDZWXMkOdewL6GsrxNCiPpnbWnBf8Z0wlFrxd4zmfxcsY2cOVfDVlI1sQsNDeXgwYNA+fZi8+bNY8eOHbz99tsEBwerGZpQiaGfXcK16+z+uz2evMJSWnk5MswE/nO6O2p5eXBrw9d+rna0lmaiQgjRIALdHXhn5N89C5s4aunSzE3FiBqGqond66+/bqg4nTlzJomJifTu3ZvffvuNjz76SM3QhEoiAl2x0EDixUuk5BQajmcVFPPF9gQAJg9sZTIVTWO6BNCxosP9wLZeZtsQUwghjNG9YX7cG1ZeZDe8o4/Rz/TUBVWrYu+66y7Dn4ODgzly5AiZmZm4urrKG2Aj5WRrTWhTHQfP5bAn4SL3dCr/D/np1ngKisto5+PMXSGmU9FkaaFh0UPhLN97lsd7Bt34G4QQQtSpef/owN3tfejRwl3tUBqEKondE088Uavzvvjii3qORBijrs3cOHguh93xmdzTqSkZ+UV8WbFFzJRBpjNaV8nXxY4pka1vfKIQQog6Z21p0ajWN6uS2C1btozAwEDCwsJqvS+oaDy6Bbvz3+0JhgKKxZtPc7mkjI5+OtljVQghhLgOVRK7f/3rXyxfvpz4+HieeOIJHn74YdzczH9Bo6idrs3c0GggPr2Awxdy+Hp3IgCTB7WSKXohhBDiOlQpnli4cCHJyclMnTqVtWvX4u/vz+jRo/nzzz9lBE+gs7emjXd5j54J38VQVKonPMCFvq08VI5MCCGEMG6qVcVqtVoeeOAB1q1bx5EjRwgJCeHZZ58lMDCQ/Px8tcISRqJbUPkIbkJGAQAvRLaW0TohhBDiBoxiPyaNRmPYK7ay/Ylo3LoH/z013zXIjR7NG0c1kxBCCHE7VEvsioqK+P777xk0aBCtW7cmLi6OBQsWcPbsWcNuFKLx6hrkTmXx6xRZWyeEEELUiirFE88++yzLly8nICCAxx9/nOXLl+PuLiMy4m9uDjbMH92JS8VldA+WfxtCCCFEbWgUFaoVLCwsCAgIICws7LojMStXrmzAqBpObTfyFUIIIYSA2ucOqozYPfroozK1JoQQQghRx1RrUCyEEEIIIeqWqnvFNlaVs9+5ubkqRyKEEEIIU1CZM9xoBZ0kdirIy8sDwN/fX+VIhBBCCGFK8vLy0Ol0NT6vSvFEY6fX67lw4QJOTk6y1rCWcnNz8ff3JykpSQpOjJi8TqZDXivTIK+T6ajv10pRFPLy8vD19cXCouZudTJipwILCwv8/PzUDsMkOTs7yy83EyCvk+mQ18o0yOtkOurztbreSF0lo9h5QgghhBBC3D5J7IQQQgghzIQkdsIkaLVapk+fjlarVTsUcR3yOpkOea1Mg7xOpsNYXispnhBCCCGEMBMyYieEEEIIYSYksRNCCCGEMBOS2AkhhBBCmAlJ7IQQQgghzIQkdsJozZkzhy5duuDk5ISnpycjR47k+PHjaoclamHOnDloNBomTZqkdijiKufPn+fhhx/G3d0de3t7OnXqRFRUlNphiauUlpby+uuvExQUhJ2dHcHBwbz99tvo9Xq1Q2vUtm7dyvDhw/H19UWj0bBq1aoqzyuKwltvvYWvry92dnb069ePw4cPN2iMktgJo7VlyxbGjx/P7t27WbduHaWlpURGRlJQUKB2aOI69u3bx5IlS+jQoYPaoYirZGVl0bNnT6ytrfn99985cuQI77//Pi4uLmqHJq4yd+5cFi9ezIIFCzh69Cjz5s3jvffe4+OPP1Y7tEatoKCAjh07smDBgmqfnzdvHvPnz2fBggXs27cPb29vBg0aZNgjviFIuxNhMtLT0/H09GTLli306dNH7XBENfLz8wkPD2fhwoXMnDmTTp068eGHH6odlqjwyiuvsGPHDrZt26Z2KOIGhg0bhpeXF59//rnh2KhRo7C3t+frr79WMTJRSaPR8PPPPzNy5EigfLTO19eXSZMmMXXqVACKiorw8vJi7ty5jBs3rkHikhE7YTJycnIAcHNzUzkSUZPx48dz9913M3DgQLVDEdVYs2YNERER3H///Xh6ehIWFsZnn32mdliiGr169WLDhg2cOHECgAMHDrB9+3aGDh2qcmSiJgkJCaSkpBAZGWk4ptVq6du3Lzt37mywOKwa7E5C3AZFUZgyZQq9evUiNDRU7XBENZYvX050dDT79u1TOxRRg/j4eBYtWsSUKVN49dVX2bt3L88//zxarZZHH31U7fDEFaZOnUpOTg5t2rTB0tKSsrIyZs2axQMPPKB2aKIGKSkpAHh5eVU57uXlRWJiYoPFIYmdMAkTJkzg4MGDbN++Xe1QRDWSkpKYOHEif/31F7a2tmqHI2qg1+uJiIhg9uzZAISFhXH48GEWLVokiZ2RWbFiBd988w3fffcdISEhxMbGMmnSJHx9fRk7dqza4Ynr0Gg0Vb5WFOWaY/VJEjth9J577jnWrFnD1q1b8fPzUzscUY2oqCjS0tLo3Lmz4VhZWRlbt25lwYIFFBUVYWlpqWKEAsDHx4d27dpVOda2bVt++uknlSISNXnppZd45ZVXGDNmDADt27cnMTGROXPmSGJnpLy9vYHykTsfHx/D8bS0tGtG8eqTrLETRktRFCZMmMDKlSvZuHEjQUFBaockajBgwADi4uKIjY01PCIiInjooYeIjY2VpM5I9OzZ85qWQSdOnCAwMFCliERNLl26hIVF1bdoS0tLaXdixIKCgvD29mbdunWGY8XFxWzZsoUePXo0WBwyYieM1vjx4/nuu+9YvXo1Tk5OhvULOp0OOzs7laMTV3Jycrpm7aODgwPu7u6yJtKITJ48mR49ejB79mxGjx7N3r17WbJkCUuWLFE7NHGV4cOHM2vWLAICAggJCSEmJob58+fzxBNPqB1ao5afn8+pU6cMXyckJBAbG4ubmxsBAQFMmjSJ2bNn07JlS1q2bMns2bOxt7fnwQcfbLggFSGMFFDtY+nSpWqHJmqhb9++ysSJE9UOQ1xl7dq1SmhoqKLVapU2bdooS5YsUTskUY3c3Fxl4sSJSkBAgGJra6sEBwcrr732mlJUVKR2aI3apk2bqn1fGjt2rKIoiqLX65Xp06cr3t7eilarVfr06aPExcU1aIzSx04IIYQQwkzIGjshhBBCCDMhiZ0QQgghhJmQxE4IIYQQwkxIYieEEEIIYSYksRNCCCGEMBOS2AkhhBBCmAlJ7IQQQgghzIQkdkIIIYQQZkISOyGEEEIIMyGJnRBCCCGEmZDETgghhBDCTEhiJ4QQQghhJiSxE0IIIYQwE5LYCSGEEEKYCUnshBBCCCHMhCR2QgghhBBmQhI7IYQQQggzIYmdEEIIIYSZkMROCCGEEMJMSGInhBBCCGEmJLETQgghhDATVmoH0Bjp9XouXLiAk5MTGo1G7XCEEEIIYeQURSEvLw9fX18sLGoel5PETgUXLlzA399f7TCEEEIIYWKSkpLw8/Or8XlJ7K4wZ84cVq5cybFjx7Czs6NHjx7MnTuX1q1bG85RFIUZM2awZMkSsrKy6NatG5988gkhISG1vo+TkxNQ/uI4OzvX+c8hhBBCCPOSm5uLv7+/IYeoiSR2V9iyZQvjx4+nS5culJaW8tprrxEZGcmRI0dwcHAAYN68ecyfP59ly5bRqlUrZs6cyaBBgzh+/PgN/7IrVU6/Ojs7S2InhBBCiFq70RIujaIoSgPFYnLS09Px9PRky5Yt9OnTB0VR8PX1ZdKkSUydOhWAoqIivLy8mDt3LuPGjavVdXNzc9HpdOTk5EhiJ4QQQpgBvV4ht7AEF3uberl+bXMHGbG7jpycHADc3NwASEhIICUlhcjISMM5Wq2Wvn37snPnzhoTu6KiIoqKigxf5+bm1mPUQgghhKhv+UWlxJ7NJioxi+iz5Y+uzdz4/LEuqsYliV0NFEVhypQp9OrVi9DQUABSUlIA8PLyqnKul5cXiYmJNV5rzpw5zJgxo/6CFUIIIUS9URSFs5mXiD6bRVRiFlGJ2RxPyUV/1ZznsZQ8FEVRteOFJHY1mDBhAgcPHmT79u3XPHf1C3ajF3HatGlMmTLF8HXlAkghhBBCGJ/CkjIOnc+pSOLKR+My8ouvOc/P1Y7Oga50DnQlPMCVNt7qtzGTxK4azz33HGvWrGHr1q1VSoq9vb2B8pE7Hx8fw/G0tLRrRvGupNVq0Wq19RewEEIIIW5Zam6hIYmLSszi8IUcSsqqDsfZWFoQ2tTZkMSFB7ri5WyrUsQ1k8TuCoqi8Nxzz/Hzzz+zefNmgoKCqjwfFBSEt7c369atIywsDIDi4mK2bNnC3Llz1QhZCCGEEDehpEzPseQ8ohIziTqbTXRiFuezL19zXhNHLZ0DXQwjciG+OmytLVWI+OZIYneF8ePH891337F69WqcnJwMa+p0Oh12dnZoNBomTZrE7NmzadmyJS1btmT27NnY29vz4IMPqhy9EEIIIa6WVVBsKG6ISsziQFIOl0vKqpxjoYE23s6GJK5zoCt+rnaqT6veCknsrrBo0SIA+vXrV+X40qVLeeyxxwB4+eWXuXz5Ms8++6yhQfFff/1V6x52QgghhKgfer3CqfR8oiunVc9mEZ9ecM15zrZWhAe60jmgPInr4O+Co9Y8UiLpY6cC6WMnhBBC3L78olIOJGUb1sbFnM0it7D0mvOCPRyIuKLIobmHIxYWpjUaJ33shBBCCGE2FEUhKfMyUWczr9tyxM7akk7+LoRXrI8L83fF1aF+mgYbI0nshBBCCGF0bqblSHjA32vj2ng7YWVpoULExkESOyGEEEKo7sqWI9Fnszh0vvqWIyFNnQ1r44y15YiaJLETQgghRIO6suVIdMW2XObUckRNZpHYBQcHs2/fPtzd3ascz87OJjw8nPj4eJUiE0IIIURjazmiJrNI7M6cOUNZWdk1x4uKijh//rwKEQkhhBCNk16vcDo9/++dHG7QcqRyfVxHM2o5oiaT/htcs2aN4c9//vknOp3O8HVZWRkbNmygWbNmKkQmhBBCNA4303Kk8xVFDqbYcsQUmHRiN3LkSAA0Gg1jx46t8py1tTXNmjXj/fffVyEyIYQQwvzcTMuRjv46QxLX2FqOqMmkEzu9Xg+U7+G6b98+mjRponJEQgghhPm4tuVINhn5Rdec19TFzpDEhQe40sbHCetG3HJETSad2FVKSEhQOwQhhBDC5KXmFlbZjqu6liPWlhpCfHVVEjlvnbQcMRZmkdgBbNiwgQ0bNpCWlmYYyav0xRdfqBSVEEIIYZxKy/QcS8n7u8ihxpYjNlUaAIc2lZYjxswsErsZM2bw9ttvExERgY+Pj5RGCyGEEFfJKigmJunvJK6mliOtvZ0NvePCA1wJcLOX91UTYhaJ3eLFi1m2bBmPPPKI2qEIIYQQqtPrFeIz8quMxp2upuWIk62VYTQuPMCVjv46nGytVYhY1BWzSOyKi4vp0aOH2mEIIYQQqii4suXI2SyiE2tuOXLltGoLaTlidswisXvyySf57rvveOONN9QORQghhKhXiqJwLuuyYU/VqMQsjiZf23LE1tqCjn5/b8cVFuCKm7QcMXtmkdgVFhayZMkS1q9fT4cOHbC2rjqMPH/+fJUiE0IIIW5PYUkZhy+UtxyJTswm6mwW6XnVtxwJD3Slc4ALnQPdpOVII2UWid3Bgwfp1KkTAIcOHarynCz4FEIIYUrScgsNI3FRiVkcOp9LcVnVbg/Wlhra+eqIkJYj4ipmkdht2rSpzq61detW3nvvPaKiokhOTubnn3827HAB8Nhjj/Hll19W+Z5u3bqxe/fuOotBCCFE41DZcuTKRO5clrQcEbfOLBK7ulRQUEDHjh15/PHHGTVqVLXnDB48mKVLlxq+trGRNQtCCCFuLPtSMTFn/95X9cC5bC4V19xypDKZk5YjorbMIrHr37//df/Bb9y4sdbXGjJkCEOGDLnuOVqtFm9v71pfUwghRONzdcuR6LPZnErLv+Y8J1srwgJc6VyRxEnLEXE7zCKxq1xfV6mkpITY2FgOHTrE2LFj6/x+mzdvxtPTExcXF/r27cusWbPw9PSs8/sIIYQwHZUtRyqnVaPPZpNzueSa84KbOJQXOUjLEVEPzCKx++CDD6o9/tZbb5Gff+2no9sxZMgQ7r//fgIDA0lISOCNN97gzjvvJCoqCq1WW+33FBUVUVT0dwVTbm5uncYkhBCiYUnLEWGsNIqiKDc+zTSdOnWKrl27kpmZeUvfr9ForimeuFpycjKBgYEsX76c++67r9pz3nrrLWbMmHHN8ZycHJydnW8pNiGEEA2nqLSMQ+dzia7cyeE6LUfCAlyICHQlPNCVtj7O0nJE1Inc3Fx0Ot0NcwezGLGrya5du7C1rd/ybx8fHwIDAzl58mSN50ybNo0pU6YYvs7NzcXf379e4xJCCHHrattyJMRXZxiNk5YjwhiYRWJ39UiZoigkJyezf//+et+N4uLFiyQlJeHj41PjOVqttsZpWiGEEOq62ZYjlevj2kvLEWGEzCKx0+l0Vb62sLCgdevWvP3220RGRt7UtfLz8zl16pTh64SEBGJjY3Fzc8PNzY233nqLUaNG4ePjw5kzZ3j11Vdp0qQJ9957b538LEIIIerXzbQcCQ/4e32ctBwRpsCs19jdis2bN9O/f/9rjo8dO5ZFixYxcuRIYmJiyM7OxsfHh/79+/POO+/c1NRqbefJhRBC3J5atxzRWhEWKC1HhPGqbe5gVoldVFQUR48eRaPR0K5dO8LCwtQOqVqS2AkhRP2QliPCXDWq4om0tDTGjBnD5s2bcXFxQVEUcnJy6N+/P8uXL8fDw0PtEIUQQtSxypYjV66Nu1HLkco1ctJyRJgrs0jsnnvuOXJzczl8+DBt27YF4MiRI4wdO5bnn3+e77//XuUIhRBC3K6baTkSHuhqWB8nLUdEY2IWU7E6nY7169fTpUuXKsf37t1LZGQk2dnZ6gRWA5mKFUKIG7uZliOVe6qGB7rgo7NTKWIh6k+jmorV6/VYW1+7yNXa2hq9Xl/NdwghhDAmV7cciT6bRVLmtS1H3B1sqqyNk5YjQlRlFondnXfeycSJE/n+++/x9fUF4Pz580yePJkBAwaoHJ0QQoirXdlyJPpsFrFJ17Yc0WigtZeTIYmTliNC3JhZJHYLFizgnnvuoVmzZvj7+6PRaDh79izt27fnm2++UTs8IYRo1K5sORKdmE3U2SxpOSJEPTGLxM7f35/o6GjWrVvHsWPHUBSFdu3aMXDgQLVDE0KIRqegqJQD57INRQ61aTkSHuBKS09pOSLE7TKL4glTI8UTQghzIS1HhGgYjaJ4YuPGjUyYMIHdu3df80Pm5OTQo0cPFi9eTO/evVWKUAghzIu0HBHCuJl0Yvfhhx/y1FNPVZu56nQ6xo0bx/z58yWxE0KIW3Rly5Hos9nEncuptuVIO1+dYW2ctBwRQj0mndgdOHCAuXPn1vh8ZGQk//73vxswIiGEMF1XthyJrhiNk5YjQpgWk07sUlNTq+1fV8nKyor09PQGjEgIIUxHzqUSopOyDNOq12s5Eh7oSoS0HBHC6Jl0Yte0aVPi4uJo0aJFtc8fPHgQHx+fBo5KCCGMT3nLkYIqa+Ok5YgQ5sekE7uhQ4fy5ptvMmTIEGxtbas8d/nyZaZPn86wYcNUik4IIdRzqbiU2KTyliPRZ7OJPptF9iVpOSKEuTPpdiepqamEh4djaWnJhAkTaN26NRqNhqNHj/LJJ59QVlZGdHQ0Xl5eaodahbQ7EULUpStbjlSujTuanEfZVT1HpOWIEKarUbQ78fLyYufOnTzzzDNMmzaNyhxVo9Fw1113sXDhQqNL6oQQ5i23sITYihGywxdyKS2r3/2qS/UKx1PySKuh5UhYRbsRaTkiRONg0okdQGBgIL/99htZWVmcOnUKRVFo2bIlrq6uaocmhDBziqJw5uIlw36n0YlZHE/NQ415ECsLDSFNpeWIEI2dySd2lVxdXenSpYvaYQghzNjl4jIOnssm+orN6zMLiq85z9/Njs4BrnT0d8FRW/+/ZgPdHejgJy1HhBBmlNjVla1bt/Lee+8RFRVFcnIyP//8MyNHjjQ8rygKM2bMYMmSJWRlZdGtWzc++eQTQkJC1AtaCFEvknMuG7bJik6smFq9at2ajaUF7f10V6xbc8HTybaGKwohRP2SxO4qBQUFdOzYkccff5xRo0Zd8/y8efOYP38+y5Yto1WrVsycOZNBgwZx/PhxnJycVIhYCFEXSsr0HLmQa2gFEp2YRXJO4TXneThpDf3cwgJcCW3qjNZKRsqEEMZBErurDBkyhCFDhlT7nKIofPjhh7z22mvcd999AHz55Zd4eXnx3XffMW7cuIYMVQhxGy7mF/09pZqYxcHz2RSWVC10sLTQ0NbHifCAv9uB+LnaSXNeIYTRMovELjs7GxcXl2qfO3XqVI0NjG9WQkICKSkpREZGGo5ptVr69u3Lzp07a0zsioqKKCr6u2ItNze3TuIRQtROmV7hZFpeRRJXXrGakFFwzXk6O2vDpvXhga509HPBoQHWyAkhRF0xi99YQ4cOZePGjdc0KT5+/DgDBgzg3LlzdXKflJQUgGtaqHh5eZGYmFjj982ZM4cZM2bUSQxCiBvLKywhNinbsD4u9mw2eUWl15zXwtPxiipSV4KbOEhzXiGESTOLxM7V1ZWRI0fyyy+/YGVV/iMdPXqUO++8k9GjR9f5/a6ehlEU5bpTM9OmTWPKlCmGr3Nzc/H396/zuIRojBRFIbGi5UjUdVqO2NtY0sn/7+a8YQEuuNhLc14hhHkxi8Tup59+YtCgQTz44IOsWLGCw4cPM2DAAB566CHmz59fZ/fx9vYGykfurtyDNi0t7bqNkLVaLVqtts7iEKIxKywp4+C5nL+rVW/QciS8IpFr4+2ElTTnFUKYObNI7Gxtbfnll1/o168f999/P9u2bePRRx/lvffeq9P7BAUF4e3tzbp16wgLCwOguLiYLVu2MHfu3Dq9lxCi3M20HDGsjwtwxdNZWo4IIRofk03sri5A0Gg0rFixgoEDBzJq1CjeeOMNwzk3sx9rfn4+p06dMnydkJBAbGwsbm5uBAQEMGnSJGbPnk3Lli1p2bIls2fPxt7engcffLBufjAhGrErW45U7uRwoYaWI1eujZOWI0IIUU6jKGpsfnP7LCwsql3XduV+sZVr38rKymp93c2bN9O/f/9rjo8dO5Zly5YZGhR/+umnVRoUh4aG1voetd3IVwhzl1lQbNi0Pioxi4Pnrm05YqGBtj7Ohv1OpeWIEKIxqm3uYLKJ3ZYtW2p9bt++fesxkpsniZ1ojPR6hZNp+VXWxtXUciQswIUIaTkihBAGtc0dTPa3pbEla0KIqq5pOZKUTV6htBwRQoj6ZLKJ3ZWWLl2Ko6Mj999/f5XjP/zwA5cuXWLs2LEqRSZE41DZciS6Yko1SlqOCCGEKswisXv33XdZvHjxNcc9PT15+umnJbEToo4VlpQRdz6nSrXqxRpajly5HZe0HBFCiPplFoldYmIiQUFB1xwPDAzk7NmzKkQkhHlJySk0rIuLSszi8IUcSsqubTkS2rRqkYO0HBFCiIZlFomdp6cnBw8epFmzZlWOHzhwAHd3d3WCEsJElZTpOZqcW1Gtmk10Yhbnsy9fc560HBFCCONjFondmDFjeP7553FycqJPnz5AedXsxIkTGTNmjMrRCWHcMguKiblibdyBG7QcqZxalZYjQghhfMwisZs5cyaJiYkMGDDAsFesXq/n0UcfZfbs2SpHJ4Tx0OsVTqXnV1kbF19Dy5Erd3Ho6C8tR4QQwhSYbB+76pw4cYIDBw5gZ2dH+/btCQwMVDukakkfO9FQ8gpLOJBUUeRwNouYs1nXbTkSHliezAU3cZSWI0IIYUTMvo9ddVq1akWrVq3UDkMIVSiKwtnMS1c0AM7meEou+hpajlROqUrLESGEMB9mk9idO3eONWvWcPbsWYqLq7ZdmD9/vkpRCVF/rmw5El1RsZqRf23LET9XuyqVqtJyRAghzJdZJHYbNmxgxIgRBAUFcfz4cUJDQzlz5gyKohAeHq52eELUCWk5IoQQ4kbMIrGbNm0aL7zwAm+//TZOTk789NNPeHp68tBDDzF48GC1wxPipt1ayxEXQnx12FpLyxEhhGiszCKxO3r0KN9//z0AVlZWXL58GUdHR95++23uuecennnmGZUjFOL6brblSOVonLQcEUIIcSWzSOwcHBwoKioCwNfXl9OnTxMSEgJARkaGmqEJcY2bbTlSWeQgLUeEEELciFm8S3Tv3p0dO3bQrl077r77bl544QXi4uJYuXIl3bt3Vzs80cjdTMuRyt5x0nJECCHErTCLxG7+/Pnk5+cD8NZbb5Gfn8+KFSto0aIFH3zwgcrRicbkZlqOdPT7O4mTliNCCCHqglk1KDYV0qDYfNS25UhTFzsimknLESGEELemUTUoDg4OZt++fbi7u1c5np2dTXh4OPHx8XV2r7feeosZM2ZUOebl5UVKSkqd3UMYr5ScQkO7EWk5IoQQwtiYRWJ35swZysrKrjleVFTE+fPn6/x+ISEhrF+/3vC1paW0lzBHJWV6jiXnEZWYed2WI00ctUQESssRIYQQ6jPpxG7NmjWGP//555/odDrD12VlZWzYsIFmzZrV+X2trKzw9vau8+sKdd1My5HKStXOgdJyRAghhPEw6cRu5MiRAGg0GsaOHVvlOWtra5o1a8b7779f5/c9efIkvr6+aLVaunXrxuzZswkODq7z+4j6U9uWI862VoQHuhqaAEvLESGEEMbMpN+h9Pry0ZSgoCD27dtHkyZN6v2e3bp146uvvqJVq1akpqYyc+ZMevToweHDh69Z41epqKjI0GcPyhdAioaVX1RK7Nlsw5Zc0TW0HGnu4WAYiZOWI0IIIUyNVMXepoKCApo3b87LL7/MlClTqj2nuoILQKpi68mVLUfKCx2qbzliZ21JJ38XwgNdiAh0k5YjQgghjFZtq2JNOrHbs2cPmZmZDBkyxHDsq6++Yvr06RQUFDBy5Eg+/vhjtFptvcYxaNAgWrRowaJFi6p9vroRO39/f0ns6khly5FoQ++46luO+LnaValUlZYjQgghTEWjaHfy1ltv0a9fP0NiFxcXx//93//x2GOP0bZtW9577z18fX1566236i2GoqIijh49Su/evWs8R6vV1nty2Zik5hYa1sbVpuVIeIAr4YGueEnLESGEEGbOpBO72NhY3nnnHcPXy5cvp1u3bnz22WcA+Pv7M3369DpN7F588UWGDx9OQEAAaWlpzJw5k9zc3GuKN0TduNmWI+GB5bs5SMsRIYQQjZFJJ3ZZWVl4eXkZvt6yZQuDBw82fN2lSxeSkpLq9J7nzp3jgQceICMjAw8PD7p3787u3bsJDAys0/s0VlkFxYYGwNFnsziQlMPlkqo9CqXliBBCCFE9k07svLy8SEhIwN/fn+LiYqKjo6sUKeTl5WFtbV2n91y+fHmdXq8xu6blyNks4tOl5YgQQghxq0z63XHw4MG88sorzJ07l1WrVmFvb19lrdvBgwdp3ry5ihGKK1W2HLlyRO5GLUfCA1xp7iEtR4QQQojaMOnEbubMmdx333307dsXR0dHvvzyS2xs/m5X8cUXXxAZGalihI2XoigkZV4m6mxmxYjc9VuOVG7HFebviquDtBwRQgghboVJtzuplJOTg6Oj4zV7tmZmZuLo6Fgl2TMGtS1ZNiWFJWUcOp9TZVq1ppYjV66Nk5YjQgghxI01inYnla7cI/ZKbm5uDRxJ41GbliPWlhpCm+oMa+Ok5YgQQghRv8wisRP162ZajnSuaDcSHuBKaFNpOSKEEEI0JEnsxDUqW45UFjnU1HKklZcTEc0qplUD3PB3k5YjQgghhJoksWvkKluOVG7HFXWdliNhV6yN6+jvgqO0HBFCCCGMirwzNzL5RaUcSMo2rI2LOZtFbjUtR4I9HAxr4zoHSssRIYQQwhRIYmfGbqblSEd/nSGJk5YjQgghhGmSxM7MHEvJZcvx9IqWI9lk5Bddc05TFztDEictR4QQQgjzIYmdmfktLoX/bDhp+FpajgghhBCNhyR2ZqZHc3eOp+RKyxEhhBCiEZLEzsx0D3ane7C72mEIIYQQQgWysEoIIYQQwkxIYieEEEIIYSZkKlYFilLebyQ3N1flSIQQQghhCipzhsocoiaS2KkgLy8PAH9/f5UjEUIIIYQpycvLQ6fT1fi8RrlR6ifqnF6v58KFCzg5OcneqrWUm5uLv78/SUlJODs7qx2OqIG8TqZDXivTIK+T6ajv10pRFPLy8vD19cXCouaVdDJipwILCwv8/PzUDsMkOTs7yy83EyCvk+mQ18o0yOtkOurztbreSF0lKZ4QQgghhDATktgJIYQQQpgJSeyESdBqtUyfPh2tVqt2KOI65HUyHfJamQZ5nUyHsbxWUjwhhBBCCGEmZMROCCGEEMJMSGInhBBCCGEmJLETQgghhDATktgJIYQQQpgJSeyE0ZozZw5dunTByckJT09PRo4cyfHjx9UOS9TCnDlz0Gg0TJo0Se1QxFXOnz/Pww8/jLu7O/b29nTq1ImoqCi1wxJXKS0t5fXXXycoKAg7OzuCg4N5++230ev1aofWqG3dupXhw4fj6+uLRqNh1apVVZ5XFIW33noLX19f7Ozs6NevH4cPH27QGCWxE0Zry5YtjB8/nt27d7Nu3TpKS0uJjIykoKBA7dDEdezbt48lS5bQoUMHtUMRV8nKyqJnz55YW1vz+++/c+TIEd5//31cXFzUDk1cZe7cuSxevJgFmSh0dQAARutJREFUCxZw9OhR5s2bx3vvvcfHH3+sdmiNWkFBAR07dmTBggXVPj9v3jzmz5/PggUL2LdvH97e3gwaNMiwR3xDkHYnwmSkp6fj6enJli1b6NOnj9rhiGrk5+cTHh7OwoULmTlzJp06deLDDz9UOyxR4ZVXXmHHjh1s27ZN7VDEDQwbNgwvLy8+//xzw7FRo0Zhb2/P119/rWJkopJGo+Hnn39m5MiRQPlona+vL5MmTWLq1KkAFBUV4eXlxdy5cxk3blyDxCUjdsJk5OTkAODm5qZyJKIm48eP5+6772bgwIFqhyKqsWbNGiIiIrj//vvx9PQkLCyMzz77TO2wRDV69erFhg0bOHHiBAAHDhxg+/btDB06VOXIRE0SEhJISUkhMjLScEyr1dK3b1927tzZYHFYNdidhLgNiqIwZcoUevXqRWhoqNrhiGosX76c6Oho9u3bp3Yoogbx8fEsWrSIKVOm8Oqrr7J3716ef/55tFotjz76qNrhiStMnTqVnJwc2rRpg6WlJWVlZcyaNYsHHnhA7dBEDVJSUgDw8vKqctzLy4vExMQGi0MSO2ESJkyYwMGDB9m+fbvaoYhqJCUlMXHiRP766y9sbW3VDkfUQK/XExERwezZswEICwvj8OHDLFq0SBI7I7NixQq++eYbvvvuO0JCQoiNjWXSpEn4+voyduxYtcMT16HRaKp8rSjKNcfqkyR2wug999xzrFmzhq1bt+Ln56d2OKIaUVFRpKWl0blzZ8OxsrIytm7dyoIFCygqKsLS0lLFCAWAj48P7dq1q3Ksbdu2/PTTTypFJGry0ksv8corrzBmzBgA2rdvT2JiInPmzJHEzkh5e3sD5SN3Pj4+huNpaWnXjOLVJ1ljJ4yWoihMmDCBlStXsnHjRoKCgtQOSdRgwIABxMXFERsba3hERETw0EMPERsbK0mdkejZs+c1LYNOnDhBYGCgShGJmly6dAkLi6pv0ZaWltLuxIgFBQXh7e3NunXrDMeKi4vZsmULPXr0aLA4ZMROGK3x48fz3XffsXr1apycnAzrF3Q6HXZ2dipHJ67k5OR0zdpHBwcH3N3dZU2kEZk8eTI9evRg9uzZjB49mr1797JkyRKWLFmidmjiKsOHD2fWrFkEBAQQEhJCTEwM8+fP54knnlA7tEYtPz+fU6dOGb5OSEggNjYWNzc3AgICmDRpErNnz6Zly5a0bNmS2bNnY29vz4MPPthwQSpCGCmg2sfSpUvVDk3UQt++fZWJEyeqHYa4ytq1a5XQ0FBFq9Uqbdq0UZYsWaJ2SKIaubm5ysSJE5WAgADF1tZWCQ4OVl577TWlqKhI7dAatU2bNlX7vjR27FhFURRFr9cr06dPV7y9vRWtVqv06dNHiYuLa9AYpY+dEEIIIYSZkDV2QgghhBBmQhI7IYQQQggzIYmdEEIIIYSZkMROCCGEEMJMSGInhBBCCGEmJLETQgghhDATktgJIYQQQpgJSeyEEEIIIcyEJHZCCCGEEGZCEjshhBBCCDMhiZ0QQgghhJmQxE4IIYQQwkxIYieEEEIIYSYksRNCCCGEMBOS2AkhhBBCmAlJ7IQQQgghzIQkdkIIIYQQZsKkEruioiK1QxBCCCGEMFpGndj9+eefPPbYYzRv3hxra2vs7e1xcnKib9++zJo1iwsXLqgdohBCCCGE0dAoiqKoHcTVVq1axdSpU8nJyWHo0KF07dqVpk2bYmdnR2ZmJocOHWLbtm3s2rWLxx57jHfeeQcPDw+1wxZCCCGEUJVRJnZdu3bljTfe4O6778bCouZBxfPnz/PRRx/h5eXFCy+80IARCiGEEEIYH6NM7MydXq/nwoULODk5odFo1A5HCCGEEEZOURTy8vLw9fW97qCXVQPGdFPWr19Pz549sbOzUzuUOnfhwgX8/f3VDkMIIYQQJiYpKQk/P78anzfaETsLCwtsbGzo2rUr/fv3p3///vTo0QMbGxu1Q7ttOTk5uLi4kJSUhLOzs9rhCCGEEMLI5ebm4u/vT3Z2NjqdrsbzjDaxO3/+PBs3bmTLli1s2rSJhIQEbG1tueOOOwyJXrdu3bCyMtpBxxrl5uai0+nIycmRxE4IIYQQN1Tb3MFoE7urJSUlsWnTJjZv3szmzZtJTEzE3t6evLw8tUO7aZLYCSGEEOJm1DZ3MJnhLn9/f3r27ElRURFFRUVcvHiRsrIytcMSQgjVXMwv4uHP9+JgY8mozn7c3cEHZ1trtcMSQqjIqBsUx8fH88UXX/DII4/g5+dHeHg4K1euJDQ0lN9//52srKxaX+utt95Co9FUeXh7ewNQUlLC1KlTad++PQ4ODvj6+vLoo49e0wC5qKiI5557jiZNmuDg4MCIESM4d+5cnf7MQghRW38cTuFoci77E7OYtjKOLjPXM3F5DNtPZlCmN4nJGCFEHTPaEbvAwEByc3Pp1asXffr04bnnnqNz585YWlre8jVDQkJYv3694evKa126dIno6GjeeOMNOnbsSFZWFpMmTWLEiBHs37/fcP6kSZNYu3Yty5cvx93dnRdeeIFhw4YRFRV1W3EJIcSt2BOfCUD3YDcyC4o5kZrP6tgLrI69gK/OlvvC/fhHZz+aNXFQOVIhREMx2sSucl9YjUaDpaUllpaW1+3bUhtWVlaGUbor6XQ61q1bV+XYxx9/TNeuXTl79iwBAQHk5OTw+eef8/XXXzNw4EAAvvnmG/z9/Vm/fj133XXXbcUmhBA3Q1EU9iRcBOD5O1tyR3N34s7n8GPUOVbHXuBCTiELNp1iwaZTdGnmyj86+3F3B18ctUb7a18IUQeMdio2JSWFXbt2MXToUPbs2cPdd9+Nq6srw4YN49///jf79u1Dr9ff1DVPnjyJr68vQUFBjBkzhvj4+BrPzcnJQaPR4OLiAkBUVBQlJSVERkYazvH19SU0NJSdO3de975FRUXk5uZWeQghxO1IvHiJ1NwirC01hAW4otFo6ODnwtv3hLLn1QF88mA4/Vp7YKGBfWeymPpT+VTtlBWx7DyVgV6maoUwS0b90a1Nmza0adOGf/3rXwAcPXrUUBn7zjvvoNFoyM7OrtW1unXrxldffUWrVq1ITU1l5syZ9OjRg8OHD+Pu7l7l3MLCQl555RUefPBBQ+VJSkoKNjY2uLq6VjnXy8uLlJSU6957zpw5zJgxo5Y/tRBC3FjlaF1HPxfsbKouBbG1tuTuDj7c3cGH1NxCfo45zw/7kzidXsDKmPOsjDlPUxc7RnX24x/hfgS426vxIwgh6oHRjthdLTU1lYMHD3Lw4EEOHDhAXl6eYbq2NoYMGcKoUaNo3749AwcO5NdffwXgyy+/rHJeSUkJY8aMQa/Xs3DhwhteV1GUG24LNm3aNHJycgyPpKSkWscthBDVqVxf1y3Y7brneTnb8q++zVk/pS8/P9uDh7oF4GRrxfnsy/xnw0n6vLeJf366ix/2J1FQVNoQoQsh6pHRjtilpaUZetZt2rSJEydOYG1tTdeuXRkzZgz9+/fnjjvuuOXrOzg40L59e06ePGk4VlJSwujRo0lISGDjxo1V+sR4e3tTXFxMVlZWlVG7tLQ0evTocd17abVatFrtLccqhBBX25NQkdgFud/gzHIaTfmUbViAK28Ma8dfR1L5YX8S209lsCchkz0JmUxfc5ih7X34R2c/ujZzw8JC9rIWwtQYbWLn7e2NtbU1ERERjBo1in79+tXp3rFFRUUcPXqU3r17A38ndSdPnmTTpk3XTM927twZa2tr1q1bx+jRowFITk7m0KFDzJs3r05iEkKI2kjKvMT57MtYWmjoHOh642+4iq21JSM6+jKioy/JOZdZGX2eH6POkZBRwI9R5/gx6hz+bnb8I9yf+8Kb4u8mU7VCmAqj3Xnizz//pFevXjg41E2Z/osvvsjw4cMJCAggLS2NmTNnsmXLFuLi4mjatCmjRo0iOjqaX375BS8vL8P3ubm5GfanfeaZZ/jll19YtmwZbm5uvPjii1y8ePGm253IzhNCiNvxY9Q5XvzhAJ38XVg1vmedXFNRFKLPZvFj1DnWHkgm/4pp2TuC3bk3vCmD2nrh6mD6+3ULYYpMfueJyvYh33zzDQ8//HC157z00ku89957tbreuXPneOCBB8jIyMDDw4Pu3buze/duAgMDOXPmDGvWrAGgU6dOVb5v06ZN9OvXD4APPvgAKysrRo8ezeXLlxkwYADLli2THnZCiAa1J768cOJG6+tuhkajoXOgG50D3XhzWAh/Hk7hh6gkdp6+yK748oelhYZuQW4MDvUmsp033jrbOru/EKJuGO2IXSUXFxe++eYbhg0bVuX45MmTWb58OcnJySpFdutkxE4IcTv6zNvE2cxLLH2sC/3beNbrvc5lXeLn6PP8dqh8l4srdfJ34a4QbwaHehMkTZCFqFe1zR2MPrH7448/GDNmDGvWrKFPnz4APPfcc6xcuZINGzbQpk0blSO8eZLYCSFuVXLOZe6YsxELDcROj2zQvWHPXrzEn4dT+ONwCtFns7jy3aO1lxN3hXhxV6g37Xycb9gtQAhxc8wmsQNYvnw5zz77LH/99RdffPEFq1evZtOmTbRq1Urt0G6JJHZCiFu1OvY8E5fHEtrUmV+e661aHGm5hfx1JJU/D6ew6/RFSq9oeOznasfgEG/uCvUmPMAVS6muFeK2mfwauyuNGTOGrKwsevXqhYeHB1u2bKFFixZqhyWEEA1ud/zNtTmpL57OtjzcPZCHuweSc6mEDcfKk7wtJ9I5l3WZ/25P4L/bE2jiqCUyxIu7Qry5I9gdGyuTaZ8qhEkyysRuypQp1R739PQkLCysSuPg+fPnN1RYQgihusodJ7oF1V3hxO3S2VtzX7gf94X7cbm4jC0n0vnzcArrj6aSkV/Ed3vO8t2eszjZWjGgjSeDQ73p08oDexujfAsSwqQZ5f+qmJiYao83b96c3Nxcw/OyhkMI0Zik5RUSn16ARgNdjSixu5KdjSWDQ8sLKopL9eyOv8ifh1P460gq6XlFrIq9wKrYC9haW9CnpQeDQ70Z0MYLnX3DrRUUwpyZxBo7cyNr7IQQt+KXgxeY8F0Mbbyd+GNSH7XDuSl6vUJMUhZ/HCovvkjKvGx4zspCwx3N3Yls50WfVh4EukuFrRBXM6s1dkIIIf7eH7Z7sLrr626FhcXfffJeHdqWo8l5/HE4hb8Op3AsJY9tJzPYdjIDgAA3e3q3bELvlh7c0dwdnZ2M5glRW0aZ2P3rX//itddew9/f/4bnrlixgtLSUh566KEGiEwIIdRjjOvrboVGo6GdrzPtfJ2ZMqgVZzIK+ONwCpuOpRGVmMXZzEt8u+cs3+45i6WFhk7+LoZEr6OfDitLKcAQoiZGmdh5eHgQGhpKjx49GDFiBBEREfj6+mJra0tWVhZHjhxh+/btLF++nKZNm7JkyRK1QxZCiHqVWVDMidR8wHjX192qZk0c+Fff5vyrb3Pyi0rZE3+xYgQvndPpBUQlZhGVmMWH60/iZGtFj+bu9G7pQZ+WHgS4yz62QlzJaNfYpaWl8fnnn7N8+XIOHTpU5TknJycGDhzI008/TWRkpEoR3jpZYyeEuFl/HErmX99E09LTkXVT+qodToM5n32Z7SfT2Xoygx2nMsi+VFLl+UD3qtO2DdmwWYiGZFYNirOzs0lMTOTy5cs0adKE5s2bm3RFrCR2Qoib9daawyzbeYaHuwcwc2R7tcNRRZle4dD5HLZVJHrRiVlVGiPLtK0wZ2aV2JkbSeyEEDdryEfbOJqcy8cPhDG8o6/a4RiF/KJSdp++yLaT6Ww7mUF8RkGV551srejZvAm9WzWhT0sP/N1k2laYLqmKFUIIM5FzqYRjKbkAdAs2r/V1t8NRa8XAdl4MbOcFwLmsS2yvqK7dfiqDnMsl/FGxty1AM3d7erVsQrcgd7o0c8NbZ6tm+ELUC0nshBDCyO09k4miQHATBzydJBmpiZ+rPWO6BjCmawBleoW48zlsO1E+mhd9NoszFy9x5uJZvtl9FgB/Nzu6NHMzPJp7OJj0Mh8hQBI7IYQwenviK9qcyGhdrVWut+vk78JzA1qSV1jC7vhMdpzKYN+ZTI4m55KUeZmkzPOsjD4PgJuDDRGBruWJXpAbIb7OWMsaPWFiJLETQggjtyehvDFxtyDTa0xsLJxsrRnUzotBFdO2eYUlRJ/NZv+ZTPYmZBKblE1mQTF/HUnlryOpANhZWxIW4EJEMze6NnMjLMAFB628bQrjJv9ChRDCiOUWlnD4Qg4gI3Z1ycnWmr6tPOjbygOA4lI9cedz2H8mk31nMtl3JoucyyXsPH2RnafLR0wtLTSE+DoTEehG1yBXIpq50cRRq+aPIcQ1jD6xCwsLq3bNg0ajwdbWlhYtWvDYY4/Rv39/FaITQoj6FXUmC71Svs2Wj85O7XDMlo2VBZ0DXekc6Mq4vs3R6xVOpeezNyGzItnL4nz2ZQ6ey+HguRy+2JEAlK977NLMjYhmrnQNciPAzV7W6QlVGX1iN3jwYBYtWkT79u3p2rUriqKwf/9+Dh48yGOPPcaRI0cYOHAgK1eu5J577lE7XCGEqFO7zWQbMVNjYaGhlZcTrbyceLh7IFDeLNkwopeQxfHUPOIzCojPKGDF/iQAPJ20dKmYtu3g50JoU2fsbYz+rVaYEaP/15aRkcELL7zAG2+8UeX4zJkzSUxM5K+//mL69Om88847ktgJIczOnviK9XXBsr5ObU1d7GjaqSn3dGoKQPalYqISs9h7JpP9Z7I4eC6btLwifo1L5te4ZAAsNNDS04kOfjo6+LvQ0U9HG29nbKykKEPUD6NvUKzT6YiKiqJFixZVjp86dYrOnTuTk5PDsWPH6NKlC3l5eSpFeXOkQbEQojYKikrpMOMvyvQK217uLw12jVxhSRkHkrLZn5jFgaRsDp7LISW38JrzbCwtaOvjRAc/Fzr46ejo70JzD8f/b+/Ow5sq0z6Of9OkTZekpQvd7E6hLC27gEUtyKrAlMERRRxB3BgYBBRHwQXwxTK44MaogyIijOAyqDCOI6DspVDKLpW1pSwt3fc2aZPz/tE2EFp2aNJyf64rV5LnnJzcp4Hm1+c85zmoHeQQrri4ZjNBsbOzM4mJifWCXWJiIs7ONfM5mc1mtFoZwCqEaF5SThRgMivc1sJFQl0T4OyopmeEt1Xv6tniytpxeYXsrb0vLK9i76ki9p4qsqzn5qSmw20edAryoGNQCzoFtSDYy0XG64mrZvfBbtKkSYwfP56UlBRuv/12VCoVO3bs4NNPP2XGjBkA/Pzzz3Tp0sXGlQohxI21XcbXNXl+7s4MaO9smWZFURRO5lew91ShJewdOF1EmdHEjrSaqVfqeLo6EhPU4ryw54Gvu0xQLS7N7g/FAvzrX/9iwYIFHDp0CICoqCgmTZrEww8/DEBFRYXlLNmmQA7FCiGuxJ8+SmTniQLm3R/Dg7eH2LoccZOYzArHckoth2/3nSokNbMEo8lcb11/d2fL4dvo2zxo56+npV4rPXu3gCvNDk0i2DU3EuyEEJdTYTTRcfbPVJkUNkzrQ5iPm61LEo3IUG3iUFZJzeHb2sB3JLsEcwPf2N5uTrQLcKddgJ52Ae609Xcn0lcnJ2g0M81mjF0do9FIdnY2ZrP1XzAhIfJXrBCi+dmdUUCVScHPXUuot4yvu9VoNerakytaQO10K2WGan47U2w5hHvwTBFpuWXklRnZcjSXLUdzLa93VKto1VJH+wB32tYGvnYB7jKh8i3A7oPdkSNHGDduHImJiVbtiqKgUqkwmUw2qkwIIW6epPMuIyaH2QSAm1ZDj3Avepw35rLCaOLw2RJSM4v5PauEg5nFpGYWU1JZze9ZJfyeVQK7z22jpV5LW3897WuDXrsAdyJausk1cZsRuw92Y8eORaPR8J///IeAgAD5BSeEuCVsP1574oRcRkxcgouTmk7BLegU3MLSpigKpwsrSM0s4ffMYlKziknNLCE9r4ycEgM5JQY2HznXu+ekdiDSV2d1OLddgDtebk422CNxvew+2O3Zs4eUlBTatm1r61KEEKJRVFaZ2H2yEKjpsRPiaqhUKoI8XQnydLWcjQtQbqzmUFYJqZk1PXx1vXylhmoOZhZzMLPYajt+7lrLeL3Wvrraez0ero6NvUviKth9sGvfvj25ubmXX1EIIZqJvScLMVab8dFpadVSTpoQN4ark4YuIZ50CfG0tJnNCqcKKmp79epuJWTkl3O22MDZ4hw2Hs6x2o6PTktrXx2t/WrCXt2tpU7OzrUHdh/s5s2bx9/+9jcSEhKIiYnB0dH6LwU5q1QI0dxst4yv85IvSnFTOTioCPF2JcTblUEd/C3tpYZqDmUVcyirlKPZpRzJLuFYdilniirJLTWQW2pgW+1wgToeLo6Wnr26W2s/PYEezvLvuBHZfbDr378/AP369bNql5MnhBDNlWViYhlfJ2xEp9XQLdSLbqHW/wZLKqs4llNmFfaOZJeSkV9OUUUVO08UsPNEgdVrXJ3U1mHPV0+kr44QL1e5jNpNYPfBbv369bYuQQghGo2x2kxK7RejjK8T9kbv7Ejn4BZ0Pu9kDagZF3o8p8wq7B3NLiUtt4xyo6l24uUiq9c4aRyI8HEj0ldHuI8bYd5uhPm4EeHjhqecuHHN7D7YxcXF2boEIYRoNPtPF1JZZcbTteawlhBNgbOjmvaB7rQPtB4eVWUycyKvnKPZJRw5W8rRnFKOnC3lWE4phmrzuSlZLuDh4kiYjxvh3q4197W3MB833J3l5I1Lsctgt2/fPqKjo3FwcGDfvn2XXLdjx46NVJUQQtx8Scdrxtf1CPfCQQ5TiSbOsXYqlUhfHYOjz7WbzAqnCyo4mlNS27NXTnpuGel5ZWQWVVJUUcXek4XsrT07/Hzebk6E1fbwRbSs6+lzJczbDTetXcaaRmWXP4HOnTuTlZWFr68vnTt3RqVS0dCVz2SMnRCiudl+3sTEQjRX6vNO2rinrZ/VsgqjiRP5ZaTllJGWV1YT+HLLSaudhy+vzEhemdEyZOF8vnqt5XBuXfgL93Ej1NsVZ0d1Y+2eTdllsEtLS6Nly5aWxzfCrFmzmD17tlWbn58fWVlZQM3JGLNnz2bhwoUUFBTQs2dP/vGPf9ChQwfL+gaDgWnTprF8+XIqKiro168fH374IUFBQTekRiHEra3aZCYlvTbYyYkT4hbl4qSmrX/NNW8vVGqoJj23jLTcmsBnCX555eSXGckuMZBdYmBH7R9I5/N3dybYy4VgT1eCvWpuIV6uBHu54Kd3bjY95HYZ7EJDQy2PT5w4QWxsLBqNdanV1dUkJiZarXs5HTp0YN26dZbnavW59P7GG28wf/58Pv/8c9q0acOcOXMYMGAAhw4dQq/XAzBlyhRWr17NihUr8Pb25rnnnmPo0KGkpKRYbUsIIa7Fb2eKKTOacHfWNPilJsStTqfVEH2bB9G3edRbVlReZQl6abWHddNzyzieW0ZJZTVZxZVkFVeSnF6/p89J7UCQp0tt4HOpCXznBUAPl6Yzrs8ug935+vbtS2ZmJr6+vlbtRUVF9O3b96oOxWo0Gvz9/eu1K4rCu+++y0svvcSIESMAWLJkCX5+fnz55Zc8/fTTFBUVsWjRIpYuXWqZgmXZsmUEBwezbt06Bg0adB17eWNVmcxy3T8hmqC6aU56hHvJNBBCXCUPV0c6u9Y/Y1dRFPLLjJwsqOBkfjkZ+eWcKqi5P5lfwenCCowmM8drQ2CD23ZxtPT2hXi5ElTX2+fpwm2eLmg19tO5Y/fBrm6+ugvl5eXh5nZ1M7IfOXKEwMBAtFotPXv2JCEhgYiICNLS0sjKymLgwIGWdbVaLXFxcSQmJvL000+TkpJCVVWV1TqBgYFER0eTmJh4yWBnMBgwGAyW58XFxRdd93odzynl0c92MGd4NH2ifC//AiGE3dh+XMbXCXGjqVQqvHVavHXaeqEPaoZAZBZVcjK/nJMFNWEvw/K4nNxSI0UVVRSdruLA6frf3ypV3WFeVzoEujNzWId66zQmuw12dT1nKpWKsWPHotVqLctMJhP79u0jNjb2irfXs2dPvvjiC9q0acPZs2eZM2cOsbGx/Pbbb5Zxdn5+1gM4/fz8OHHiBABZWVk4OTnh6elZb52611/M3Llz643vu1k+3HCMUwUVjPs8mZeGtGdc7zCZ8VuIJsBkVtgh4+uEaHQatYPlkGtDygzVnDqvt68u8NUFwIoqE5lFlWQWVWKoNjdy9fXZbbDz8Kg5fq4oCnq9HhcXF8syJycnevXqxZNPPnnF27v33nstj2NiYrjjjjto1aoVS5YsoVevXgD1AtDFeguvdp3p06fz7LPPWp4XFxcTHBx8xbVfjdf/GI0K+CblFP/3n4McOVvCa/HROGnk0KwQ9iw1s5iSymp0Wg3tA2R8nRD2wk2rIcpfT5S/vt4yRVHIKzPWHtYtt4tDsnYb7BYvXgxAWFgY06ZNu+rDrpfj5uZGTEwMR44cYfjw4UBNr1xAQIBlnezsbEsvnr+/P0ajkYKCAqteu+zs7Mv2HGq1Wqsex5tJq1Hzxp86EuWvJ+G/qaxIPsnxnDI+eqQr3rrGqUEIcfXqpjnpHuaJRsbICtEkqFQqfHRafHRauoZ4Xv4FjcDuf3vMnDnzhoc6qBn3lpqaSkBAAOHh4fj7+7N27VrLcqPRyMaNGy2hrVu3bjg6Olqtk5mZyYEDB67qkHBjUKlUPHFXBIvG3o5eq2FHej7x/9jK71k3b2yfEOL6bD9+7sQJIYS4VnbbY3e+b7/9lq+//pqMjAyMRqPVsl27dl3RNqZNm8awYcMICQkhOzubOXPmUFxczJgxY1CpVEyZMoWEhARat25N69atSUhIwNXVlYcffhioOTT8+OOP89xzz+Ht7Y2XlxfTpk0jJibGcpasvekb5ct3E2N5fMlOTuSVc/+Hibz7UBcGtPe7/IuFEI3GfP74OjlxQghxHey+x+7999/nsccew9fXl927d9OjRw+8vb05fvy41bi5yzl16hSjRo0iKiqKESNG4OTkRFJSkmUevL/97W9MmTKFCRMm0L17d06fPs2aNWssc9gBvPPOOwwfPpyRI0fSu3dvXF1dWb16tV3PYRfpq+f7Cb2JbeVNmdHEU0t38tGGYw1eyUMIYRuHs0soLK/CxVFNx6D683MJIcSVUil2/g3ftm1bZs6cyahRo9Dr9ezdu5eIiAheffVV8vPzWbBgga1LvGrFxcV4eHhQVFSEu3vjDJKuMpmZvfo3liVlAPDHLrcxd0TMLXOJFSHs2ZLEdGau+o07I31Y9kRPW5cjhLBDV5od7L7HLiMjwzKGzcXFhZKSEgD+/Oc/s3z5cluW1qQ4qh2YMzyG/4vvgNpBxXe7T/PQwiSySyptXZoQt7y6iYl7yvg6IcR1svtg5+/vT15ezS+90NBQkpKSgJpryNp5Z6Nd+vMdYSwd1wMPF0f2nCwkfsFWDpwusnVZQtyyFEWxXNeyZ4SMrxNCXB+7D3b33HMPq1evBuDxxx9n6tSpDBgwgAcffJA//vGPNq6uaYqN9OGHib1p1dKNzKJK/vRxIj/uy7R1WULcko7llJJbakSrcaBTsIyvE0JcH7s/K3bhwoWYzTUzOY8fPx4vLy+2bNnCsGHDGD9+vI2ra7rCfNz4bmJvJn25m42Hc5j45S6OZLfmmXta4yDXqBSi0STVXkasS0gLu5jcVAjRtNl9j52DgwMazbn8OXLkSN5//32eeeYZcnJybFhZ0+fu7MhnY2/niTvDAXh33REmLd9NhdFk48qEuHXUTUws05wIIW4Euw92DcnKymLSpElERkbaupQmT+2g4uWh7Xnj/o44qlX8uD+TB/6ZSGZRha1LE6LZUxTFMjGxXB9WCHEj2G2wKywsZPTo0bRs2ZLAwEDef/99zGYzr776KhERESQlJfHZZ5/ZusxmY+TtwXz5ZC+83Jw4cLqYPyzYyu6MAluXJUSzlp5XTnaJASe1g91cjkgI0bTZbbCbMWMGmzZtYsyYMXh5eTF16lSGDh3Kli1b+Omnn0hOTmbUqFG2LrNZuT3Mix8m9qatv56cEgMPLkziu92nbF2WEM1WXW9dp2APmVNSCHFD2G2w+/HHH1m8eDFvvfUWq1atQlEU2rRpw6+//kpcXJyty2u2gr1c+fYvsQxo74ex2szUr/Yy73+/YzbL1DJC3Ggyvk4IcaPZbbA7c+YM7du3ByAiIgJnZ2eeeOIJG1d1a9BpNfzzkW5M7NsKgI82HOOppSmUGqptXJkQzYeMrxNC3Ax2G+zMZjOOjo6W52q1Gjc3NxtWdGtxcFDx/KC2vPdQZ5w0DqxLPcufPkrkZH65rUsTolk4VVDBmaJKNA4quoXK+DohxI1ht/PYKYrC2LFj0Wq1AFRWVjJ+/Ph64W7lypW2KO+WEd/5NkK93Xjyi538nlVC/D+28tHorjJDvhDXKam2ty4myANXJ7v9VSyEaGLstsduzJgx+Pr64uHhgYeHB4888giBgYGW53U3cfN1Dm7Bqr/2JuY2D/LLjDyyaDtfJWfYuiwhmjQZXyeEuBns9s/ExYsX27oEcZ4ADxe+fvoOpn27lx/3ZfLCv/ez9Wgej98ZTqfgFrYuT4gmZ3uajK8TQtx4dhvshP1xcVKzYFQXovz0zF97mFV7z7Bq7xk6BnnwSK9QhnUMxMVJpmwQ4nLOFFZwMr8CBxV0l/F1QogbyG4PxQr7pFKpeKZfa36Y2JsRXW/DSePAvlNF/O3bffSa+wtz/nOQtNwyW5cphF2r662Lvs0DvbPjZdYWQogrJ8FOXJNOwS2YP7IzSdP78eK9bQn2cqGooopPt6TR960N/HnRdtb8lkW1yWzrUoWwO9uP142vk8OwQogbSw7Fiuvi5ebE+LhWPHlXBJsO57As6QS/Hspm85FcNh/JJdDDmYd7hjDy9mB89c62LlcIuyAnTgghbhaVoih2fUmBwsJCWrRo0eCyo0ePEhkZ2bgF3QDFxcV4eHhQVFSEu7u7rcu54U7ml/Pljgy+Sj5JfpkRAEe1isHRAfy5Vyi3h3miUqlsXKUQtpFdXEmPhF9QqWDPqwPxcJFDsUKIy7vS7GD3h2Lvu+8+Kisr67UfOnSIPn36NH5B4rKCvVx5YXBbtk2/h3cf7EzXkBZUmRRW7z3DyH9uY/C7m1madEKuZCFuSUm1vXXt/N0l1Akhbji7D3aenp4MHz6c6upzISA1NZU+ffpw//3327AycTlajZrhXW5j5YTe/PjMnYzqEYKLo5pDZ0t45fsD9Hx9Ha98f4BDWSW2LlWIRiOXERNC3Ex2fyi2srKSAQMGEBAQwFdffcVvv/1Gv379GD16NPPnz7d1edekuR+KvZTiyipWppxiadIJjuWcO3u2R5gXj9wRyuAO/jhp7P7vDSGuWf/5GzmaXcrHj3RjcLS/rcsRQjQRV5od7D7YARQVFdGnTx9atWrF5s2befTRR3nzzTdtXdY1u5WDXR1FUdh2PI9lSSf4+bezmMw1/wx9dFpG9QhmVI8QAlu42LhKIW6s3FID3eesA2DXKwPwcnOycUVCiKaiSQe74uLiem1ZWVn079+foUOH8ve//93S3hSDkQQ7a1lFlaxIzmD5jgzOFhsAcFBBv3Z+PNAtiJ4R3jIWSTQL/92fyYR/7SLKT8/PU++2dTlCiCakSQc7BweHBs+arCtVpVKhKAoqlQqTydTY5V03CXYNqzKZWXfwLEuTTpB4LM/SrlJBh0B3eoV70zPCmx5hXni4StATTc/MHw6wZNsJHr0jlNfio21djhCiCbnS7GCX89itX7/e1iUIG3BUO3BvTAD3xgRwNLuEf23PYMOhHNJyyzhwupgDp4v5dEsaKhW0D3CnZ7g3vSK86BHuRQtXOaQl7J/MXyeEuNnssseuuZMeu6tztriSpON5JB3PZ3taHsdzrC9ZplJBW393ekV40TPcm57hXnjK2CVhZwrLjXT5v7UoCiS/1J+Weq2tSxJCNCFNusfufIsXL0an0/HAAw9YtX/zzTeUl5czZswYG1UmGoufuzPxnW8jvvNtQM0Er9vT8mvDXh7HcspIzSwmNbOYxVvTAWjrr6dXRF2PnrcMUhc2tyMtH0WBVi3dJNQJIW4auw92f//73/n444/rtfv6+vLUU09JsLsF+bo7M6xTIMM6BQKQXVLJjrR8th+vCXtHskv5PauE37NK+DwxHYAoPz09I7zoFeFNj3AvfHTyxSoal+UwbIQchhVC3Dx2H+xOnDhBeHh4vfbQ0FAyMjJsUJGwN756Z4Z2DGRox5qgl1tqYEdtj9724/kcOltiuX2x7QQArX119IrwpmeEFz3CvGip18plzsRNtT2tdmLicJmYWAhx89h9sPP19WXfvn2EhYVZte/duxdvb/nLV9Tno9NyX0wA98UEAJBXaiA5PZ+k2h6937NKOJJdypHsUpYm1QQ9T1dHWvvqifTT0cZXR2s/Pa19dRL4xA1RXFnFwTM10zj1kh47IcRNZPfB7qGHHuKZZ55Br9dz99018z5t3LiRyZMn89BDD9m4OtEUeOu0DI4OYHB0TdArKDOyPa3mRIyk4/n8nlVMQXkVO9Lz2ZGeb/VaDxdHWp8X9Fr76Wjjp8dXAp+4CjvT8zErEObtip+7s63LEUI0Y3Yf7ObMmcOJEyfo168fGk1NuWazmUcffZSEhAQbVyeaIk83JwZH+1su51RZZeJYTilHs0s5fLaEI2drHqfnlVFUUcXOEwXsPFFgtQ13Z40l7EX61oS91n46/N2dJfCJerYfl2lOhBCNo8lMd3L48GH27t2Li4sLMTExhIaG2rqkaybTnTQNlVUm0nLLOHy2hKPZpRw5W8rh7BJO5JVbLoF2Ib1WQ6Sfjta1YS+ytrcv0EMC360s/h9b2XuykPkjOzGia5CtyxFCNEHNZrqTOm3atKFNmza2LkPcQpwd1bQLcKddgPV/IEN1TeA7crZmnN6RszVj9tJzyygxVLM7o5DdGYVWr3FzUnObpwu3tXAhsPYW5HnusZ9ei0bt0Ih7JxpLqaGaA6eLADkjVghx8zWJYHfq1ClWrVpFRkYGRqPRatn8+fNtVJW4VWk1atr6u9PW3zrwGavNpOfVBL66Xr7DZ0tIyy2jzGji8NlSDp8tbXCbagcV/u7OBLZwJrDFuQB4WwsXbqsNgDptk/jvKi6QcqIAk1khqDbYCyHEzWT33xS//PILf/jDHwgPD+fQoUNER0eTnp6Ooih07drV1uUJYeGkcaCNn542fnqGEGBprzKZycgv50xhBacLKmruCys5XVjOmcJKMosqqDIpnC6s4HRhBVDQ4PbdnTX1evrOD4At9VrUDnK4195sP143zYn01gkhbj67D3bTp0/nueee47XXXkOv1/Pvf/8bX19fRo8ezeDBg695u3PnzmXGjBlMnjyZd999F4DS0lJefPFFvv/+e/Ly8ggLC+OZZ57hL3/5i+V1BoOBadOmsXz5cioqKujXrx8ffvghQUEybkY0zFHtQKuWOlq11DW43GxWyC01cKqwJvTVBcDThZU1z4sqKCyvoriymuLaiZcbonFQ4aPT4qN3wkenxdut5nFLnRZvXU1b3c3LzUlCYCM5NzGxzF8nhLj57D7Ypaamsnz5cgA0Gg0VFRXodDpee+014uPjrULXlUpOTmbhwoV07NjRqn3q1KmsX7+eZcuWERYWxpo1a5gwYQKBgYHEx8cDMGXKFFavXs2KFSvw9vbmueeeY+jQoaSkpKBWq69/h8Utx8FBha+7M77uznQN8WxwnVJDNZm1PXqnLQGwsjYAVpBVXEm1WSGruJKs4srLvqdKBV6utQHw/NCnd8LH7bxwqNPio3NCq5F/29eiwmhi36lCAHpJj50QohHYfbBzc3PDYDAAEBgYyLFjx+jQoQMAubm5V7290tJSRo8ezSeffMKcOXOslm3bto0xY8bQp08fAJ566in++c9/snPnTuLj4ykqKmLRokUsXbqU/v37A7Bs2TKCg4NZt24dgwYNuo49FeLidNra6VX89A0uN5kVsksqySkxkFtqILfUWHNfUnOfV3bucX65EUWBvDIjeWVGOHv599c7a2rDnxOerk60cHWkhasTHi6OeLg40sK19t6lZpm7iyN6rQaHW7xXcFdGAVUmBX93Z4K9ZHydEOLms/tg16tXL7Zu3Ur79u0ZMmQIzz33HPv372flypX06tXrqrc3ceJEhgwZQv/+/esFuzvvvJNVq1Yxbtw4AgMD2bBhA4cPH+a9994DICUlhaqqKgYOHGh5TWBgINHR0SQmJl402BkMBks4hZpTloW4kdQOKgI8XAjwuHx4MJkV8stqg1+pgbzaEJhTGwTzygyWUJhXZqDKpFBSWU1JZTVpuWVXXJODCkvw83B1osV5IbCFS034a1HXXtvmURsQm0sPoWV8XYSXTHcjhGgUdh/s5s+fT2lpzZmEs2bNorS0lK+++orIyEjeeeedq9rWihUr2LVrF8nJyQ0uf//993nyyScJCgpCo9Hg4ODAp59+yp133glAVlYWTk5OeHpaHy7z8/MjKyvrou87d+5cZs+efVW1CnGzqB1UtNRraanXXnZdRVEorqiuCX21t4LyKoorqigsN1JYXkVRRRWFFVUUWR4bqawyY1agoLyKgvIqyCu/qhqdHR3QaR3RO2vQaTWWe52zBn3tvU7riM5Zg3vdMstyx9rlGpw0tp1CJilNJiYWQjQuuw92ERERlseurq58+OGH17SdkydPMnnyZNasWYOzc8OX9Hn//fdJSkpi1apVhIaGsmnTJiZMmEBAQIDl0GtDFEW55F/j06dP59lnn7U8Ly4uJjg4+Jr2Q4jGpFKpanrRXB2J9G345I+GVFaZasJfRdW58FdupKii7nFtGKyooqjcaFmvuLIKRYHKKjOVVTVB8npoNQ5WobAmJNYcJnbTanDVqnFz0uDqpMbVcl/7WFvz2M1Jg0vtvbOjwxX3vFVWmdhzshCQEyeEEI2nSQS75ORkvL2t/+ItLCyka9euHD9+/Iq2k5KSQnZ2Nt26dbO0mUwmNm3axIIFCygqKmLGjBl89913DBkyBICOHTuyZ88e3nrrLfr374+/vz9Go5GCggKrXrvs7GxiY2Mv+t5arRat9vK9I0I0F86Oapwd1fhe5XVRzeaaw75FFVWUGqprb1WUVNY+rj0kXGqou6861157X2qoptxoAsBQbcZQaiS31HiZd74yKhW4Oqpx1TYUBs8LgVoNpYZqjNVmfHRaInzcbsj7CyHE5dh9sEtPT8dkMtVrNxgMnD59+oq3069fP/bv32/V9thjj9G2bVteeOEFTCYTVVVVODhYH7pRq9WYzWYAunXrhqOjI2vXrmXkyJEAZGZmcuDAAd54442r3TUhxAUcHM71EF6PapOZMoOJkosEv5qAWEW50UR5lYny2jBYbjRRZqym4vx7g4mKqprfQYoCZUYTZcb6v5MuppeMrxNCNCK7DXarVq2yPP7555/x8PCwPDeZTPzyyy+EhYVd8fb0ej3R0dFWbW5ubnh7e1va4+LieP7553FxcSE0NJSNGzfyxRdfWK5u4eHhweOPP85zzz2Ht7c3Xl5eTJs2jZiYmEseqhVCNC6N2gEPV4frDoh1zGaFiqoLw141ZQYT5cbq2kBoosJYbQmCZYZqzAo8eVf4DalBCCGuhN0Gu+HDhwM1Y3zGjBljtczR0ZGwsDDefvvtG/qeK1asYPr06YwePZr8/HxCQ0N5/fXXGT9+vGWdd955B41Gw8iRIy0TFH/++ecyh50QzZiDgwq32nF5Qghhz1SKoii2LuJSwsPDSU5OxsfHx9al3DDFxcV4eHhQVFSEu7v75V8ghBBCiFvalWYHu//zMy0tzdYlCCGEEEI0CXYb7LZv305+fj733nuvpe2LL75g5syZlJWVMXz4cD744IMmebZpXSepTFQshBBCiCtRlxkud6DVboPdrFmz6NOnjyXY7d+/n8cff5yxY8fSrl073nzzTQIDA5k1a5ZtC70GJSU1F3GXueyEEEIIcTVKSkqsTii9kN2OsQsICGD16tV0794dgJdeeomNGzeyZcsWAL755htmzpzJwYMHbVnmNTGbzZw5cwa9Xi/TIFyhukmdT548KeMS7Zh8Tk2HfFZNg3xOTcfN/qwURaGkpITAwMB6U7Odz2577AoKCvDz87M837hxI4MHD7Y8v/322zl58qQtSrtuDg4OBAUF2bqMJsnd3V1+uTUB8jk1HfJZNQ3yOTUdN/OzulRPXR3bXkjxEvz8/CwnThiNRnbt2sUdd9xhWV5SUoKj442Zo0oIIYQQojmw22A3ePBgXnzxRTZv3sz06dNxdXXlrrvusizft28frVq1smGFQgghhBD2xW4Pxc6ZM4cRI0YQFxeHTqdjyZIlODk5WZZ/9tlnDBw40IYVisak1WqZOXNmkzwL+lYin1PTIZ9V0yCfU9NhL5+V3Z48UaeoqAidTlfvyg75+fnodDqrsCeEEEIIcSuz+2AnhBBCCCGujN2OsRNCCCGEEFdHgp0QQgghRDMhwU4IIYQQopmQYCfs1ty5c7n99tvR6/X4+voyfPhwDh06ZOuyxBWYO3cuKpWKKVOm2LoUcYHTp0/zyCOP4O3tjaurK507dyYlJcXWZYkLVFdX8/LLLxMeHo6LiwsRERG89tprmM1mW5d2S9u0aRPDhg0jMDAQlUrF999/b7VcURRmzZpFYGAgLi4u9OnTh99++61Ra5RgJ+zWxo0bmThxIklJSaxdu5bq6moGDhxIWVmZrUsTl5CcnMzChQvp2LGjrUsRFygoKKB37944Ojry008/cfDgQd5++21atGhh69LEBebNm8fHH3/MggULSE1N5Y033uDNN9/kgw8+sHVpt7SysjI6derEggULGlz+xhtvMH/+fBYsWEBycjL+/v4MGDDAco34xiBnxYomIycnB19fXzZu3Mjdd99t63JEA0pLS+natSsffvghc+bMoXPnzrz77ru2LkvUevHFF9m6dSubN2+2dSniMoYOHYqfnx+LFi2ytN1///24urqydOlSG1Ym6qhUKr777juGDx8O1PTWBQYGMmXKFF544QUADAYDfn5+zJs3j6effrpR6pIeO9FkFBUVAeDl5WXjSsTFTJw4kSFDhtC/f39blyIasGrVKrp3784DDzyAr68vXbp04ZNPPrF1WaIBd955J7/88guHDx8GYO/evWzZsoX77rvPxpWJi0lLSyMrK8vq4glarZa4uDgSExMbrQ67vfKEEOdTFIVnn32WO++8k+joaFuXIxqwYsUKdu3aRXJysq1LERdx/PhxPvroI5599llmzJjBjh07eOaZZ9BqtTz66KO2Lk+c54UXXqCoqIi2bduiVqsxmUy8/vrrjBo1ytaliYvIysoCaq51fz4/Pz9OnDjRaHVIsBNNwl//+lf27dvHli1bbF2KaMDJkyeZPHkya9aswdnZ2dbliIswm810796dhIQEALp06cJvv/3GRx99JMHOznz11VcsW7aML7/8kg4dOrBnzx6mTJlCYGAgY8aMsXV54hJUKpXVc0VR6rXdTBLshN2bNGkSq1atYtOmTQQFBdm6HNGAlJQUsrOz6datm6XNZDKxadMmFixYgMFgqHdZQNH4AgICaN++vVVbu3bt+Pe//22jisTFPP/887z44os89NBDAMTExHDixAnmzp0rwc5O+fv7AzU9dwEBAZb27Ozser14N5OMsRN2S1EU/vrXv7Jy5Up+/fVXwsPDbV2SuIh+/fqxf/9+9uzZY7l1796d0aNHs2fPHgl1dqJ37971pgw6fPgwoaGhNqpIXEx5eTkODtZf0Wq1WqY7sWPh4eH4+/uzdu1aS5vRaGTjxo3ExsY2Wh3SYyfs1sSJE/nyyy/54Ycf0Ov1lvELHh4euLi42Lg6cT69Xl9v7KObmxve3t4yJtKOTJ06ldjYWBISEhg5ciQ7duxg4cKFLFy40NaliQsMGzaM119/nZCQEDp06MDu3buZP38+48aNs3Vpt7TS0lKOHj1qeZ6WlsaePXvw8vIiJCSEKVOmkJCQQOvWrWndujUJCQm4urry8MMPN16RihB2CmjwtnjxYluXJq5AXFycMnnyZFuXIS6wevVqJTo6WtFqtUrbtm2VhQsX2rok0YDi4mJl8uTJSkhIiOLs7KxEREQoL730kmIwGGxd2i1t/fr1DX4vjRkzRlEURTGbzcrMmTMVf39/RavVKnfffbeyf//+Rq1R5rETQgghhGgmZIydEEIIIUQzIcFOCCGEEKKZkGAnhBBCCNFMSLATQgghhGgmJNgJIYQQQjQTEuyEEEIIIZoJCXZCCCGEEM2EBDshhGhi0tPTUalU7Nmzp1He75VXXuGpp55qlPeqYzAYCAkJISUlpVHfV4imToKdEMImsrOzefrppwkJCUGr1eLv78+gQYPYtm3bDdn+2LFjGT58+A3Z1rW+v0qlQqVSodFoCAkJ4S9/+QsFBQVXvZ0L9yM4OJjMzMxGuVzb2bNnee+995gxY4ZVTSqVivHjx9dbf8KECahUKsaOHQvAxx9/jF6vp7q62rJOaWkpjo6O3HXXXVav3bx5MyqVisOHD6PVapk2bRovvPDCzdkxIZopCXZCCJu4//772bt3L0uWLOHw4cOsWrWKPn36kJ+fb+vSbpjBgweTmZlJeno6n376KatXr2bChAnXvV21Wo2/vz8azc2/3PeiRYu44447CAsLs2oPDg5mxYoVVFRUWNoqKytZvnw5ISEhlra+fftSWlrKzp07LW2bN2/G39+f5ORkysvLLe0bNmwgMDCQNm3aADB69Gg2b95MamrqTdo7IZofCXZCiEZXWFjIli1bmDdvHn379iU0NJQePXowffp0hgwZAsC4ceMYOnSo1euqq6vx9/fns88+A+Dbb78lJiYGFxcXvL296d+/P2VlZcyaNYslS5bwww8/WHrNNmzYAMDp06d58MEH8fT0xNvbm/j4eNLT0y3vUddDlpCQgJ+fHy1atGD27NlUV1fz/PPP4+XlRVBQkKWGS6nriQwKCmLgwIE8+OCDrFmzxrLcZDLx+OOPEx4ejouLC1FRUbz33nuW5RfbjwsPxW7YsAGVSsUvv/xC9+7dcXV1JTY2lkOHDlnVM2fOHHx9fdHr9TzxxBO8+OKLdO7c+ZL7sGLFCv7whz/Ua+/atSshISGsXLnS0rZy5UqCg4Pp0qWLpS0qKorAwEDLz7+u3vj4eFq1akViYqJVe9++fS3Pvb29iY2NZfny5ZesUQhxjgQ7IUSj0+l06HQ6vv/+ewwGQ4PrPPHEE/zvf/8jMzPT0vbf//6X0tJSRo4cSWZmJqNGjWLcuHGkpqayYcMGRowYgaIoTJs2jZEjR1p6zDIzM4mNjaW8vJy+ffui0+nYtGkTW7ZsQafTMXjwYIxGo+V9fv31V86cOcOmTZuYP38+s2bNYujQoXh6erJ9+3bGjx/P+PHjOXny5BXv8/Hjx/nf//6Ho6Ojpc1sNhMUFMTXX3/NwYMHefXVV5kxYwZff/01wEX342Jeeukl3n77bXbu3IlGo2HcuHGWZf/61794/fXXmTdvHikpKYSEhPDRRx9dsuaCggIOHDhA9+7dG1z+2GOPsXjxYsvzzz77zOo96/Tp04f169dbnq9fv54+ffoQFxdnaTcajWzbts0q2AH06NGDzZs3X7JOIcR5FCGEsIFvv/1W8fT0VJydnZXY2Fhl+vTpyt69e63Wad++vTJv3jzL8+HDhytjx45VFEVRUlJSFEBJT09vcPtjxoxR4uPjrdoWLVqkREVFKWaz2dJmMBgUFxcX5eeff7a8LjQ0VDGZTJZ1oqKilLvuusvyvLq6WnFzc1OWL19+0f0bM2aMolarFTc3N8XZ2VkBFECZP3/+JX8uEyZMUO6///5L7kdaWpoCKLt371YURVHWr1+vAMq6dess6/z4448KoFRUVCiKoig9e/ZUJk6caLWd3r17K506dbpoLbt371YAJSMjo96+xcfHKzk5OYpWq1XS0tKU9PR0xdnZWcnJyVHi4+OVMWPGWNZfuHCh4ubmplRVVSnFxcWKRqNRzp49q6xYsUKJjY1VFEVRNm7cqADKsWPHrN7rvffeU8LCwi75MxNCnCM9dkIIm7j//vs5c+YMq1atYtCgQWzYsIGuXbvy+eefW9Z54oknLD1C2dnZ/Pjjj5YeoU6dOtGvXz9iYmJ44IEH+OSTTy57YkJKSgpHjx5Fr9dbeg29vLyorKzk2LFjlvU6dOiAg8O5X49+fn7ExMRYnqvVary9vcnOzr7k+/Xt25c9e/awfft2Jk2axKBBg5g0aZLVOh9//DHdu3enZcuW6HQ6PvnkEzIyMi79w7uIjh07Wh4HBAQAWGo8dOgQPXr0sFr/wucXqhs/5+zs3OByHx8fhgwZwpIlS1i8eDFDhgzBx8en3np9+/alrKyM5ORkNm/eTJs2bfD19SUuLo7k5GTKysrYsGEDISEhREREWL3WxcXFahyeEOLSJNgJIWzG2dmZAQMG8Oqrr5KYmMjYsWOZOXOmZfmjjz7K8ePH2bZtG8uWLSMsLMxyJqVarWbt2rX89NNPtG/fng8++ICoqCjS0tIu+n5ms5lu3bqxZ88eq9vhw4d5+OGHLeudf7gUQKVSNdhmNpsvuX9ubm5ERkbSsWNH3n//fQwGA7Nnz7Ys//rrr5k6dSrjxo1jzZo17Nmzh8cee8zqsPDVOL9GlUpl2ecL2+ooinLJ7dWFtEsF5nHjxvH555+zZMmSBg/DAkRGRhIUFMT69etZv349cXFxAPj7+xMeHs7WrVtZv34999xzT73X5ufn07Jly0vWKYQ4R4KdEMJutG/fnrKyMstzb29vhg8fzuLFi1m8eDGPPfaY1foqlYrevXsze/Zsdu/ejZOTE9999x0ATk5OmEwmq/W7du3KkSNH8PX1JTIy0urm4eFx0/dv5syZvPXWW5w5cwaoOTs0NjaWCRMm0KVLFyIjI616Di+2H9ciKiqKHTt2WLWdf6ZqQ1q1aoW7uzsHDx686Dp14xONRiODBg266Hp9+/Zlw4YNbNiwgT59+lja4+Li+Pnnn0lKSqo3vg7gwIEDVidjCCEuTYKdEKLR5eXlcc8997Bs2TL27dtHWloa33zzDW+88Qbx8fFW6z7xxBMsWbKE1NRUxowZY2nfvn07CQkJ7Ny5k4yMDFauXElOTg7t2rUDICwsjH379nHo0CFyc3Opqqpi9OjR+Pj4EB8fz+bNm0lLS2Pjxo1MnjyZU6dO3fT97tOnDx06dCAhIQGo6cnauXMnP//8M4cPH+aVV14hOTnZ6jUN7ce1mDRpEosWLWLJkiUcOXKEOXPmsG/fvnq9eOdzcHCgf//+bNmy5aLrqNVqUlNTSU1NRa1WX3S9vn37smXLFvbs2WPpsYOaYPfJJ59QWVnZYLDbvHkzAwcOvMK9FEJIsBNCNDqdTkfPnj155513uPvuu4mOjuaVV17hySefZMGCBVbr9u/fn4CAAAYNGkRgYKCl3d3dnU2bNnHffffRpk0bXn75Zd5++23uvfdeAJ588kmioqIs49e2bt2Kq6srmzZtIiQkhBEjRtCuXTvGjRtHRUUF7u7ujbLvzz77LJ988gknT55k/PjxjBgxggcffJCePXuSl5dXb567hvbjWowePZrp06czbdo0unbtSlpaGmPHjr3o+Lk6Tz31FCtWrLjkYWd3d/fL/vz69u1LRUUFkZGR+Pn5Wdrj4uIoKSmhVatWBAcHW71m27ZtFBUV8ac//ekK9lAIAaBSLjfIQgghbKi8vJzAwEA+++wzRowYYetympUBAwbg7+/P0qVLL7qOoij06tWLKVOmMGrUqEasDh544AG6dOliddULIcSl3fxpy4UQ4hqYzWaysrJ4++238fDwaHCSXHHlysvL+fjjjxk0aBBqtZrly5ezbt061q5de8nXqVQqFi5cyL59+xqp0hoGg4FOnToxderURn1fIZo66bETQtil9PR0wsPDCQoK4vPPP6dfv362LqlJq6ioYNiwYezatQuDwUBUVBQvv/yy9IIK0cxIsBNCCCGEaCbk5AkhhBBCiGZCgp0QQgghRDMhwU4IIYQQopmQYCeEEEII0UxIsBNCCCGEaCYk2AkhhBBCNBMS7IQQQgghmgkJdkIIIYQQzYQEOyGEEEKIZuL/AfMUyW1T/fKUAAAAAElFTkSuQmCC",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "system_ratings = np.linspace(1.0, 10, 20)\n",
+ "\n",
+ "models = build_models(system_ratings, modeling_options)\n",
+ "\n",
+ "plot_systems(models)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[]"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = plt.subplot(xlabel=\"Time (s)\", ylabel=\"Power (MW)\")\n",
+ "ax.set_title(\"Power Signal\")\n",
+ "ax.plot(create_power_signal(12.0) / 1e6)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Running for System size: 1.0\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Running for System size: 1.4736842105263157\n",
+ "Running for System size: 1.9473684210526314\n",
+ "Running for System size: 2.4210526315789473\n",
+ "Running for System size: 2.894736842105263\n",
+ "Running for System size: 3.3684210526315788\n",
+ "Running for System size: 3.8421052631578947\n",
+ "Running for System size: 4.315789473684211\n",
+ "Running for System size: 4.789473684210526\n",
+ "Running for System size: 5.263157894736842\n",
+ "Running for System size: 5.7368421052631575\n",
+ "Running for System size: 6.2105263157894735\n",
+ "Running for System size: 6.684210526315789\n",
+ "Running for System size: 7.157894736842105\n",
+ "Running for System size: 7.63157894736842\n",
+ "Running for System size: 8.105263157894736\n",
+ "Running for System size: 8.578947368421051\n",
+ "Running for System size: 9.052631578947368\n",
+ "Running for System size: 9.526315789473683\n",
+ "Running for System size: 10.0\n"
+ ]
+ }
+ ],
+ "source": [
+ "h2_results = []\n",
+ "\n",
+ "for m in models:\n",
+ " sys_rating = m[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"]\n",
+ " print(\"Running for System size: \", sys_rating)\n",
+ " power_test_signal = create_power_signal(sys_rating)\n",
+ " _, res = run_electrolyzer(m, power_test_signal)\n",
+ " h2_results.append(res)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "h2_prod = [r[\"kg_rate\"].sum() for r in h2_results]\n",
+ "h2_rates = [r[\"kg_rate\"] for r in h2_results]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, '$H_2$ Produced (kg)')"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "\n",
+ "ax.plot(system_ratings, h2_prod)\n",
+ "ax.set_xlabel(\"System Rating (MW)\")\n",
+ "ax.set_title(\"$H_2$ Production Scaling\")\n",
+ "ax.set_ylabel(\"$H_2$ Produced (kg)\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "ax.set_xlabel(\"Time (s)\")\n",
+ "ax.set_ylabel(\"$H_2$ Rate (kg/s)\")\n",
+ "control_type = modeling_options[\"electrolyzer\"][\"controller\"][\"control_type\"]\n",
+ "ax.set_title(f\"$H_2$ Rate By System ({control_type})\")\n",
+ "\n",
+ "for r in h2_rates:\n",
+ " ax.plot(h2_results[0].index, r)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Alternate form: `run_electrolyzer` using `optimize=True`\n",
+ "\n",
+ "This approach will perform the same run as `run_electrolyzer` above, but improves efficiency by only keeping track of necessary metrics for optimization."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Running for System size: 1.0\n",
+ "Running for System size: 1.4736842105263157\n",
+ "Running for System size: 1.9473684210526314\n",
+ "Running for System size: 2.4210526315789473\n",
+ "Running for System size: 2.894736842105263\n",
+ "Running for System size: 3.3684210526315788\n",
+ "Running for System size: 3.8421052631578947\n",
+ "Running for System size: 4.315789473684211\n",
+ "Running for System size: 4.789473684210526\n",
+ "Running for System size: 5.263157894736842\n",
+ "Running for System size: 5.7368421052631575\n",
+ "Running for System size: 6.2105263157894735\n"
+ ]
+ },
+ {
+ "ename": "KeyboardInterrupt",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
+ "\u001b[1;32mc:\\Users\\ztully\\Documents\\electrolyzer_model\\electrolyzer\\examples\\example_03_optimization\\optimization.ipynb Cell 20\u001b[0m line \u001b[0;36m9\n\u001b[0;32m 7 \u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mRunning for System size: \u001b[39m\u001b[39m\"\u001b[39m, sys_rating)\n\u001b[0;32m 8 \u001b[0m power_test_signal \u001b[39m=\u001b[39m create_power_signal(sys_rating)\n\u001b[1;32m----> 9 \u001b[0m h2, curr_density \u001b[39m=\u001b[39m run_electrolyzer(options, power_test_signal, optimize\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m)\n\u001b[0;32m 10 \u001b[0m h2_results_opt\u001b[39m.\u001b[39mappend(h2)\n\u001b[0;32m 11 \u001b[0m curr_density_results\u001b[39m.\u001b[39mappend(curr_density)\n",
+ "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\glue_code\\run_electrolyzer.py:143\u001b[0m, in \u001b[0;36mrun_electrolyzer\u001b[1;34m(input_modeling, power_signal, optimize)\u001b[0m\n\u001b[0;32m 140\u001b[0m modeling_options \u001b[39m=\u001b[39m input_modeling\n\u001b[0;32m 142\u001b[0m \u001b[39mif\u001b[39;00m optimize:\n\u001b[1;32m--> 143\u001b[0m \u001b[39mreturn\u001b[39;00m _run_electrolyzer_opt(modeling_options, power_signal)\n\u001b[0;32m 145\u001b[0m \u001b[39mreturn\u001b[39;00m _run_electrolyzer_full(modeling_options, power_signal)\n",
+ "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\glue_code\\run_electrolyzer.py:98\u001b[0m, in \u001b[0;36m_run_electrolyzer_opt\u001b[1;34m(modeling_options, power_signal)\u001b[0m\n\u001b[0;32m 92\u001b[0m \u001b[39m# Run electrolyzer simulation\u001b[39;00m\n\u001b[0;32m 93\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39mlen\u001b[39m(power_signal)):\n\u001b[0;32m 94\u001b[0m \u001b[39m# TODO: replace with proper logging\u001b[39;00m\n\u001b[0;32m 95\u001b[0m \u001b[39m# if (i % 1000) == 0:\u001b[39;00m\n\u001b[0;32m 96\u001b[0m \u001b[39m# print('Progress', i)\u001b[39;00m\n\u001b[0;32m 97\u001b[0m \u001b[39m# print(i)\u001b[39;00m\n\u001b[1;32m---> 98\u001b[0m loop_H2, loop_h2_mfr, loop_power_left, curtailed \u001b[39m=\u001b[39m elec_sys\u001b[39m.\u001b[39;49mrun_control(\n\u001b[0;32m 99\u001b[0m power_signal[i]\n\u001b[0;32m 100\u001b[0m )\n\u001b[0;32m 102\u001b[0m tot_kg \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m loop_H2\n\u001b[0;32m 103\u001b[0m new_curr \u001b[39m=\u001b[39m \u001b[39mmax\u001b[39m([s\u001b[39m.\u001b[39mI \u001b[39m/\u001b[39m s\u001b[39m.\u001b[39mcell\u001b[39m.\u001b[39mcell_area \u001b[39mfor\u001b[39;00m s \u001b[39min\u001b[39;00m elec_sys\u001b[39m.\u001b[39mstacks])\n",
+ "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\supervisor.py:258\u001b[0m, in \u001b[0;36mSupervisor.run_control\u001b[1;34m(self, power_in)\u001b[0m\n\u001b[0;32m 256\u001b[0m \u001b[39m# simulate one time step for each stack\u001b[39;00m\n\u001b[0;32m 257\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mn_stacks):\n\u001b[1;32m--> 258\u001b[0m H2_mfr, H2_mass_i, power_left_i \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mstacks[i]\u001b[39m.\u001b[39;49mrun(stack_power[i])\n\u001b[0;32m 260\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdeg_state[i] \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mstacks[i]\u001b[39m.\u001b[39mV_degradation\n\u001b[0;32m 262\u001b[0m H2_mass_flow_rate[i] \u001b[39m=\u001b[39m H2_mfr\n",
+ "File \u001b[1;32m~\\Documents\\electrolyzer_model\\electrolyzer\\electrolyzer\\stack.py:240\u001b[0m, in \u001b[0;36mStack.run\u001b[1;34m(self, P_in)\u001b[0m\n\u001b[0;32m 237\u001b[0m V \u001b[39m=\u001b[39m \u001b[39m0\u001b[39m\n\u001b[0;32m 239\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mcell_voltage \u001b[39m=\u001b[39m V\n\u001b[1;32m--> 240\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mvoltage_history \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39;49mappend(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mvoltage_history, [V])\n\u001b[0;32m 242\u001b[0m \u001b[39m# check if it is an hour to decide whether to calculate fatigue\u001b[39;00m\n\u001b[0;32m 243\u001b[0m hourly_temp \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mhourly_counter\n",
+ "File \u001b[1;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36mappend\u001b[1;34m(*args, **kwargs)\u001b[0m\n",
+ "File \u001b[1;32mc:\\Users\\ztully\\.conda\\envs\\electrolyzer\\Lib\\site-packages\\numpy\\lib\\function_base.py:5444\u001b[0m, in \u001b[0;36mappend\u001b[1;34m(arr, values, axis)\u001b[0m\n\u001b[0;32m 5442\u001b[0m values \u001b[39m=\u001b[39m ravel(values)\n\u001b[0;32m 5443\u001b[0m axis \u001b[39m=\u001b[39m arr\u001b[39m.\u001b[39mndim\u001b[39m-\u001b[39m\u001b[39m1\u001b[39m\n\u001b[1;32m-> 5444\u001b[0m \u001b[39mreturn\u001b[39;00m concatenate((arr, values), axis\u001b[39m=\u001b[39;49maxis)\n",
+ "File \u001b[1;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36mconcatenate\u001b[1;34m(*args, **kwargs)\u001b[0m\n",
+ "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "h2_results_opt = []\n",
+ "curr_density_results = []\n",
+ "\n",
+ "for sys_rating in system_ratings:\n",
+ " options = copy.deepcopy(modeling_options)\n",
+ " options[\"electrolyzer\"][\"supervisor\"][\"system_rating_MW\"] = sys_rating\n",
+ " print(\"Running for System size: \", sys_rating)\n",
+ " power_test_signal = create_power_signal(sys_rating)\n",
+ " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n",
+ " h2_results_opt.append(h2)\n",
+ " curr_density_results.append(curr_density)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ax = plt.subplot()\n",
+ "ax.plot(system_ratings, h2_results_opt)\n",
+ "ax.set_title(\"$H_2$ Production Scaling\")\n",
+ "ax.set_xlabel(\"System Rating (MW)\")\n",
+ "ax.set_ylabel(\"$H_2$ Produced (kg)\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ax = plt.subplot()\n",
+ "ax.plot(system_ratings, curr_density_results)\n",
+ "ax.set_xlabel(\"System Rating (MW)\")\n",
+ "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n",
+ "ax.set_title(\"Maximum Current Density\")\n",
+ "ax.set_ylim(0, 2.5)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "system_ratings = np.linspace(1.0, 1.01, 20)\n",
+ "\n",
+ "models = build_models(system_ratings, modeling_options)\n",
+ "\n",
+ "plot_systems(models)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Running for System size: 1.0\n",
+ "Running for System size: 1.0005263157894737\n",
+ "Running for System size: 1.0010526315789474\n",
+ "Running for System size: 1.0015789473684211\n",
+ "Running for System size: 1.0021052631578948\n",
+ "Running for System size: 1.0026315789473683\n",
+ "Running for System size: 1.003157894736842\n",
+ "Running for System size: 1.0036842105263157\n",
+ "Running for System size: 1.0042105263157894\n",
+ "Running for System size: 1.0047368421052632\n",
+ "Running for System size: 1.0052631578947369\n",
+ "Running for System size: 1.0057894736842106\n",
+ "Running for System size: 1.0063157894736843\n",
+ "Running for System size: 1.006842105263158\n",
+ "Running for System size: 1.0073684210526317\n",
+ "Running for System size: 1.0078947368421052\n",
+ "Running for System size: 1.0084210526315789\n",
+ "Running for System size: 1.0089473684210526\n",
+ "Running for System size: 1.0094736842105263\n",
+ "Running for System size: 1.01\n"
+ ]
+ }
+ ],
+ "source": [
+ "h2_results_opt = []\n",
+ "\n",
+ "for sys_rating in system_ratings:\n",
+ " options = copy.deepcopy(modeling_options)\n",
+ " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n",
+ " print(\"Running for System size: \", sys_rating)\n",
+ " power_test_signal = create_power_signal(sys_rating)\n",
+ " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n",
+ " h2_results_opt.append(h2)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Text(0, 0.5, '$H_2$ Produced (kg)')"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = plt.subplot()\n",
+ "ax.plot(system_ratings, h2_results_opt)\n",
+ "ax.set_title(\"$H_2$ Production Scaling\")\n",
+ "ax.set_xlabel(\"System Rating (MW)\")\n",
+ "ax.set_ylabel(\"$H_2$ Produced (kg)\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(0.0, 2.5)"
+ ]
+ },
+ "execution_count": 30,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = plt.subplot()\n",
+ "ax.plot(system_ratings, curr_density_results)\n",
+ "ax.set_xlabel(\"System Rating (MW)\")\n",
+ "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n",
+ "ax.set_title(\"Maximum Current Density\")\n",
+ "ax.set_ylim(0, 2.5)"
+ ]
+ }
],
- "source": [
- "fname_input_modeling = \"./modeling_options.yaml\"\n",
- "modeling_options = val.load_modeling_yaml(fname_input_modeling)\n",
- "pp = pprint.PrettyPrinter(indent=4)\n",
- "\n",
- "pp.pprint(modeling_options)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [],
- "source": [
- "def plot_systems(models):\n",
- " \"\"\"Plot a series of configured systems.\"\"\"\n",
- " fig, axes = plt.subplots(4, 1)\n",
- " fig.tight_layout()\n",
- "\n",
- " n_cells = [m[\"electrolyzer\"][\"stack\"][\"n_cells\"] for m in models]\n",
- " cell_area = [m[\"electrolyzer\"][\"stack\"][\"cell_area\"] for m in models]\n",
- " stack_rating = [m[\"electrolyzer\"][\"stack\"][\"stack_rating_kW\"] for m in models]\n",
- " n_stacks = [m[\"electrolyzer\"][\"control\"][\"n_stacks\"] for m in models]\n",
- " system_ratings = [m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] for m in models]\n",
- "\n",
- " axes[0].plot(system_ratings, n_cells)\n",
- " axes[0].set_ylabel(\"Cell Count\")\n",
- " axes[0].set_title(\"Model Configurations\")\n",
- "\n",
- " axes[1].plot(system_ratings, cell_area)\n",
- " axes[1].set_ylabel(\"Cell Area ($cm^2$)\")\n",
- "\n",
- " axes[2].plot(system_ratings, n_stacks)\n",
- " axes[2].set_ylabel(\"Stack Count\")\n",
- "\n",
- " axes[3].plot(system_ratings, stack_rating)\n",
- " axes[3].set_ylabel(\"Stack Rating (kW)\")\n",
- " axes[3].set_xlabel(\"System Rating (MW)\")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "def build_models(system_ratings, modeling_options):\n",
- " models = []\n",
- " options = copy.deepcopy(modeling_options)\n",
- "\n",
- " for sys_rating in system_ratings:\n",
- " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n",
- " options_tuned = calc_rated_system(options)\n",
- " models.append(options_tuned)\n",
- "\n",
- " return models\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Baseline Case\n",
- "\n",
- "This case shows the system configuration when stacks are tuned to a value that evenly divides desired system rating."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "system_ratings = np.linspace(1.0, 100, 100) # divides evenly\n",
- "models = build_models(system_ratings, modeling_options)\n",
- "\n",
- "plot_systems(models)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Another Case\n",
- "\n",
- "In this case, the stacks need more tuning to match the desired system rating. However, these changes show the same general behavior as the baseline case."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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ksIZAIBBuQrp06YKYmBisX7+eLZi5//778fbbbxMDkkAgOAXiiSQQCAQCgUAg2AzJiSQQCAQCgUAg2AwxIgkEAoFAIBAINkNyIh1Ao9GgrKwMvr6+VrfyIhAIBAKBQOis0DQNqVSKyMhIcDjmfY3EiHSAsrIyxMTEdPQwCAQCgUAgEJxKcXExoqOjzR7jNiMyIyMDw4YNA49n+JIqlQpHjx7FqFGj3DUUp+Hr6wtA+0H7+fl18GgIBAKBQCAQHEMikSAmJoa1cczhtupsLpeL8vJyhIaGGmyvra1FaGgo1Gq1O4bhVCQSCUQiEcRicaczIg/lVeO7o9fx1sy+CPXzsOpvNBoaL/91HkHeAjw9PsHFIyQQCAQCgdDZsMW2cVthDU3TRvMGa2tr4e3t7a5h3DJ8dagAey5V4ofj163+m+ziemzKLMJH+/JxrkTswtERCAQCgUC40XG5ETlr1izMmjULFEXhwQcfZH+fNWsWpk+fjgkTJmDYsGE2nTMjIwNTp05FZGQkKIrC1q1bDfb/8ccfGD9+PIKCgkBRFHJyctqdQyaTYfHixQgKCoKPjw9mz56NyspKB95p56JCLAMAHMqrsfpv9I/98tA1p4+JQCAQCATCzYPLjUiRSASRSASapuHr68v+LhKJEB4ejkceeQQ//vijTedsampCUlISNmzYYHL/iBEj8M4775g8x7Jly7B9+3b8+uuvOHjwIMrKyjBr1iybxtGZqZRqjcizJQ0QNyut+pvDekbk3+fKUdrQ4pKxEQgEAoFAuPFxeWHNt99+C0DbguuZZ55xSuh60qRJmDRpksn99913HwCgsLDQ6H6xWIyvv/4amzZtwm233caOs1evXjh+/DiGDh3q8Bg7EplSjQad4aihgWPXajCxb4TZv5HKlMgubgAA9Aj1QV5VIzYeKcBLU3q7ergEAoFAIBBuQNyWE/nqq692mtzH06dPQ6lUIj09nd2WmJiI2NhYHDt2zOTfyeVySCQSg5/OSJVEbvC7NSHt49fqoNbQ6BLkhRWTEwEAW04UQyqzzotJIBAIBALh1sJtRmRlZSXuu+8+REZGgsfjgcvlGvy4k4qKCggEAvj7+xtsDwsLQ0VFhcm/W7NmjUE4vrNqRFZIZAa/H863bEQezqsGAIzoEYwxPUPRLcQbUrkKP58sdskYCQQCgUAg3Ni4TSfywQcfRFFREV555RVERETckB1eVqxYgeXLl7O/M1pKnY1KnRHZJ9IPuRVSXK9tRnFdM2ICvUz+zSGdoTmiewg4HAoPj+yKFX+cw7dHCvHgsC7gcUmHTAKBQCAQCK24zYg8fPgwDh06hAEDBrjrJU0SHh4OhUKBhoYGA29kZWUlwsPDTf6dUCiEUCh0wwgdgzEiu4b4wEvAxcnCehzKq8G81Fijx5c1tOBadRM4FJDWLQgAMDM5Cu/9l4vShhb8c74C05Ii3TZ+AoFAIBAInR+3uZdiYmLgJl1zi6SkpIDP52Pv3r3sttzcXBQVFSEtLa0DR+YcGCMy3E+IEd1DAACH86tNHs9UZSfF+EPkyQcAePC5uC8tDgDw1aFrnebaEQgEAoFA6By4zYj84IMP8MILL5ismLaFxsZG5OTksPqPBQUFyMnJQVFREQCgrq4OOTk5uHjxIgCtgZiTk8PmO4pEIixcuBDLly/H/v37cfr0aTz00ENIS0u74SuzAaBCV1gT5ueBET2CAQBH8muh1hg3BJlQ9sjuwQbb7xsaByGPg7MlYpwsrLdrLHsuVmL5LzmobZRbPliHTKnGq3+dx4b9+VCqNXa9rjOQypRY8cc5fHO4ABoTnx2BQCAQCLcqbgtn33PPPWhubka3bt3g5eUFPp9vsL+urs7qc506dQpjx45lf2fyFB944AFs3LgR27Ztw0MPPcTunzNnDgBthfhrr70GAHj//ffB4XAwe/ZsyOVyTJgwAZ988om9b69TUakTGg/z80BStAi+HjyIW5Q4XypGUoy/wbEaDY0jTD5kjxCDfUE+QswaGI3NJ4rw5aFrGBIfaNM4aJrGyr/Oo0wsQ6NMhc/vS7EqF/b93Vfw3TFtp529lyrx0byBiPL3tOm1ncEbOy7il1MlAID9uVVYd/cAhPh2/nQGAoFAIBDcgduMyA8++MBp5xozZozZ8OqDDz6IBx980Ow5PDw8sGHDBpOC5TcyjNB4mJ8HeFwO0roGYdfFShzOr2lnRF4sl6CuSQFvARfJsf7tzrVwRDw2nyjCnkuVKKhpQnyw9TJN2cUNKNMZtLsuVuKvnDLMSI4y+zenr9fhC123HC8BF1lFDZj84SG8e2d/jO9jOl/V2ey/XIVfTpWAogAhj4NDeTWYvP4QPrhnAIa38dgSCAQCgXAr4jYj8oEHHnDXS93S0DTNtjwM9/MAAIzsEYxdFytxKK8ai8d2Nziekf8Z2jUIfCMV2N1DfTAuMRR7L1fh68PXsHpGP6vHsuNMOQBA5MmHuEWJlX+dR1q3IITpxtWWFoUaz/x6FjQNzB4YjafG9cATm7NwpkSMR344jYeGd8ELkxIh5LlWEkrcrMQLf5wFACwYHo85g2OwZFM2ciuluPfrTDwxtjueHNeDVKwTCAQC4ZbGbU/BoqIisz8E5yBpUUGu0uYRhvppQ69MmPr09Xo0K1QGxzNFNUzupDEeHtkVAPDb6RLUNymsGodGQ+Ofc1oj8u1Z/dAvSgSJTIUVf5wz6UV+979cFNQ0IdzPAyun9kZskBd+fWwYHh4RDwD49kgh7vz0GK7XNlk1Bnt5ffsFVErk6BrsjWcnJKBHmC+2Lh6OOYNjQNPA+n35mPdVJmusEwgEAoFwK+I2T2SXLl3M5sOp1Wp3DeWG4kxxAz7en48QXyHemmnZC8gIjft78eHB13rsugR5IcrfE6UNLcgsqMPYhFAA2gKWE4XaXNSRZozIoV0D0TfKD+dLJfjx+HU8Ma6HxXFkFdWjQiKDr5CHsYmh6BbqgzvWH8a+y1X49XQJ7h5kqK+Zea0W3x4tAAC8PbsfWyUu4HHw8h29kdYtCE//egbnSsWYsv4wNswfiNE9Q9q9rin+PVeOo1drseS27iY9oQCw60IF/sguBYcC3rs7if0MPQVcvD27P9K6BeHFP87hREEdJn2YgXV3D8DYxFCrxqDW0Pj2SAGK6pqxNL0nAr0FVv1dUW0zPth7BXUmDHhPPhcPDY+3OmdVodLgs4NXIWlR4qn0HvD14Fv+IwB5lVJ8vD8f4hbjXYy8hTw8Oqor+kf7W3W+FoUaH+/PAwA8cVsP9rO2xNmSBnyecQ1NcpXR/SJPPpaM7Y4eYb5WnU8qU+LDPXkQefLx6OhuEPCsW1tnXqvFxqOFaFEav3cFeguwdFxPxAaZ1mfVp65JgQ/2XEFsoBceGh4PLsc6Ld0DuVXYlFkEhYkitHA/Dyy7vafZea9PpUSGD/bkoU+kH+anxlqt6fvvuXL8nlUKlcb4OGICvLD89p4IsHLeX69twob9+RjaNQgzk6OsGgdN0/gjqxT/nCuH2sRitXuIj03z/kqlFBvMzHt76RPp59R5by8psQFOnff2MqJ7sFPnvT1QAMb1CnPqvLcHLkVhSv8Iq+d9R0LRbtJuOXPmjMHvSqUS2dnZWLduHd58803MmjXLHcNwKhKJBCKRCGKxGH5+fi55jcxrtbjni+OIC/LCwWfHWjw+40o17v/mBBLCfPHfslHs9hd+P4stJ4uxcEQ8XrlD2w/7UF417vv6BML9PHBsxW1mJ+tfOaV4aksOgn2EOPz8WIs3vte2XcDGo4WYlRyFdfcMAAB8euAq3tl5Gb5CHv5bNgqRumKZJrkKkz48hKK6ZswZHIO3Z/c3es6yhhY8uTkbp67Xw9+Lj13LRiHU1/KD8WKZBNM3HIZSTSPQW4B1dydhTEJ7w6+uSYHx7x9ETaMCj47uihWTehk9X0FNE5ZsysKFMm3by0dHdcUzExKMpgMwVElkeGpLDo5dqwWgfbCvn5ts0fD751w5nv/tLKQWHhwcCliW3hP/N7a72ZtwcV0zlmzOxhldn/QuQV74eN5A9I0Smfwbmqbx66kSrNx2HjKl+Rsln0thxaReeGi4+UVjfpUUi3/SpggAQEKYLzbMT0b3UNOGH03T+OZIId7+9xKUavO3LQ8+B6um98VdKdFmx3GuRIwlm7NwvbYZADAgxh8fzU02K8yv1tDYsD8fH+y5AktF+75CHt65sz8m9zPfu/5EQR2e3JzNLgKHdQvCB/cMQKgZw0+p1uDd/3LxRcY184MAEOQtwLp7BlhceB3IrcLyX86wC5b0XqF4764k+HuZNvxkSjVe334Rm09YjihFiLTzfnAX8/P+77PleOH31nk/Y0AkVs/sBx+hab+HVKbES3+ex7YzZRbH4ex5by+J4b74eN5AdA/1MTsOa+e9vVg77z/el48P91qe9/bi7HlvL+m9wvDeXf2dNu/txZp57wpssW3cZkSa4u+//8a7776LAwcOdOQw7MIdRmS5uAVpa/aBx6Fw+Y2JFvPwfjlVjOd+O4tRPUPw/YIh7PYdZ8uwZFO2gXG55p9L+DzjGmYPjMb/7k4ye16lWoPRa/ejTCzD2tn9cfdg0516NBoaQ9fsRZVUjm8eHITbEsMAaG9Cd352FNlFDRjZIxjfLxgCiqLwytbz+OH4dUT5e2Ln0pFmPQQKlQYzNhzBxXIJbu8dhi8sVHwrVBpM33AEl8olEPA4UOhC/Y+N7oanx/c0MPye2JyN7WfK0CPUB9ufGGHWUJar1Hjr70tsFXlyrPYmHB3Q/iaccaUay37OQW2TAl4CLkJ8hbhe2wwuh8Ly23vi8dHdwGlj+MmUaqz++yJ+PK69QaXEBWDO4Bij7/VIfg3+zC4FAAzvHoT37xlg1Lj+91w5nvv9LKQyFUSefHgLuCgTyyDgcvDSlF64Py2u3fkb5Sq8/Oc5bM3RPphH9gjG9AHGi6N2XajArouVAIDbe4fh3TuN34R/O12CV7aeR4tSjWAfbcpFTaMcnnwu3pjRF3emRLf7m4ZmBZ759Sz2XNKef0KfMNze23ih1dbsUjbXd1ZyFN6Y0RfebW7CNE3ju6OFeOufy1CoNYgUeaBRroJEpoKvBw/v3tkfE/u2N/yqpDIs+zkHR/K1i4GZyVFGC61omsbmE0XIKmoAoJXLemlKr3ZzSq2h8emBfKzbrX0wxwV5oVoqR7NCjWAfAd6/ZwBG9mhv+BXXNeOJzdnI0S0G5qXGYmBsQLvjNDSNb48U4lK5dsHz+JhuWH57z3YLHqVag//tuoLPDl4FAHQN8UZJfQsUKu1ns35uMgYZMfzyqxqxZFMWLldIQVHaHOJeEe3vhWqNBp8fvIZrNU02zfueYT64Wt0EtYZGfLA3Pp6XjD6R7Q2/86ViLNmUhULd9+qx0V0RH9zeMJOr1Phk/1WUNrQ4bd7bQ7NChfV781DTqIAnn4vVM/pitoPz3h7ELUp8uOcKJDIV/Dx4WGtq3ktkWPpzDo5e1c77WclRGObEAsOaRjk+3JOnuyc4Pu/tpbS+BRv257P3hI/mJSMlzti8l2LJpmx23i8cHo9EI/PeXq5VN+LzjGsW572ruKGMyPz8fCQlJaGpybV5bq7AHUakRkMjceVOKFQaHHpurNmVIgB8vC8P7+26grsHRWPtna2GYX2TAgNX7wZNAydeHIdQPw9M/vAQLpZL8ME9AyxWTQPAFxlX8dY/l9EzzAf/LR1l0nhjvKe+Hjycfvl2gzDJ1epGTP7wEOQqDd6a2Q9xQV6Y/1UmAODHhalmczMZLpVLMO1jrWdx3d1JmDWw/c2XYd2uXKzfl48ALz62PzECnx+8hh+Oaw2/gbH+rHzQP+fK8X8/ZYHLofDn/w2zOiS783w5nv1Na5j5efDw7l1JmKCrIlepNVi3+wo+OaB9MCeG+2LD/IEI9/PAK1vP4w+d4TeyR7CBfNDV6kYs2ZRt8cGvj6FhJsAH9ySzn6VMqcZb/1zC98da3/f6ucnwEfLw3G9nWcNvQp8wrJ2dBJGX1oi/UCbGE5uyLT74GWiaxvfHruPNvy9BodYgyt8T6+cmIyVOe5NvkqsM3veI7sF4/54BoEEbGGazBkbhjemtht/p63V4YlM2a/C+fEcv3De0/YOfQaOh8enBq/jfrlxoaKBrsDc+njcQvSO131FxsxLP/naGfd/je4fh3TuTIJUr8cTmbGTrDL8H0uKwYnKr4XcoT7sYYB78pgxeBqXu+n+qu/69IvywYV4yuoZojZsqqQzLfz7TzuAtF8sMDLP/G9MNy9J7sgvInefL8dxvZy0++BlkSjXe/PsSO+9T4gKwfm4yK5tVUt+MJzdnswbv/WlxeHFyL3YeFuiu/9Pje+KxUa3X//fTJXhZb86ZevAzGDPM2s77xT9p3zegfd/Lb++JnOIGPLlZd/15HLwypRfu1V1/mqbxw/HrWL3jksUHP0NDswLP/nYWu83Me3Pv21lUSWVYuqXVMJs9MBqrpvexe97bS1vDzNy89xJw8cZ04wavo7RdkFie90mY2Nf5ih1tFyTPjE/Ao6O6ste/7b3W0ry3l5OF2uhEuZF572o6pREpkUgMfqdpGuXl5Xjttddw+fJlVjj8RsIdRiQAjPvfAVytbrLKyHp56zn8eLwIT9zWHU+PTzDYN/WjwzhXKsa6u5MwqmcIBq3eAwA4+VK6VfqHEpkSw9bsQ6NchY0PDTYaEgaAlX+dx/fHruPOlGi8d1d7D+dXh65h9d+X4C3gws+Tj3KxDPcOjbWp8psxlv08eNi1bDTCRe09b+dKxJjxyRFt+HHeQEzpr33Q6oeIRZ58vDSlF97+9zLqmhRGPzdLtA0RPzisCx4c1gXP/HoGp65rRdrvHRqLl6f0Zm/MNE3jt9MlWPnXBdYj9+GcAaiSyvDSn+fRrFBbHYJkaLs6XjymO2YkR+LJzTm4qDNI23pg23rkovw98dG8ZFwok+CNHRehUGmsDkEytL0JPzshAaN6hGDJ5iy2veby23vi8TGtofe2HrluId74aO5AHLxSjfd25UKtoa0KQeqjHyIW8DhYeUdv9Irww5Obs1lP1IuTE/HAsNbQu1KtwXu7cvH5QW2orE+kHz6ck4yt2aXYcCAfNG1dCFKfA7lVePqXM6wn+q2Z/RDiK8RTW3JMemBlSjXe2HERP2VqPXKD4gLw3l1J+PZIAev9tiYEqU/bef/eXUmgaRrP/nYW4hYlfD14WDu7Pybphd4b5Sq89Oc5/KVn+L01sx8+2JOH37O0GqrDugXhgznGvd9toWkav54uwcq/tCHiEF8hPrxnACotzPv6JgWe/e0M9lyqAgBM7heOFZN64c2/L2HnBW0TCWtCkPrj2Hi0EG/9ow0Rs/O+VIw3/r7EzvuPTHhgnYVaQ+OT/fl4f4/z5r09KNUavPdfLj7PMJz3f2aX4JMDV+2a9/YgU6qxasdFbNLN+8FdAvDunY7Ne3tolKvw4h/n2NSIUT1D8OaMvnh/zxX8kWU56uMs6psUeObXM9h7uXXer5nVn60ZcBWd0ojkcDjtLGiaphETE4MtW7bckO0G3WVELth4EvsuV+Gtmf1M9r9mWPT9Key+WInVM/ri3qFxBvve2XkZnx64ilnJURidEIKntuQgMdwXO5eOMnG29ryx4yK+PlyAEd2D8ePDqe32qzU0Ut/ai5pGOb59aDBbxNP2mDlfHGO74MQEemLnU6PahRzNoVJrMOvTozhbIsbYhBB88+Bgg/klV6kx9aPDuFLZiCn9I7Bh3kCDvy+qbWblgxgSw32xbckIqxPM9VGotMZH2zwdXyEPb8/uzxqwbcmrlLLyQfqkddU+mK0thmBoexNmMJcLCrTPDWQYl6jNibO2GIJBKlPixT/PY3ub/DRLuaCZ12rx1JYcNjeQYVpSJN6aZXtuUJ3uJrxPdxNmiAvywsdzB6JftPEH836d4de2mGleaixW3tHb6mIIhkqJDE9tycbxa4ZNFSzlgu44W4YVv59rlxNrTR6uMYzNe0Db8vRjEw9mU7mB1ubhGiOvUorFm7JwpbLRYHta1yB8OMd4Tpyp3EBr83CNcbakAUs2ZaOoznDep/cKxbt32j7v7SXzWi2e3JKNSolhZy975729mJr381Nj8Yod895etp8pw4o/zqHRSfPeHmiaxi+nivHqtgvt5n3bRbCrx/H14QK8s/MylGoaMYGe+HjuwHaaz86kUxqRBw8eNPidw+EgJCQE3bt3B4/n3qRRZ+EuI5IpUjFX7MEw7ePDOFsixpf3D8LtvcMM9h3Nr8G8rzIR6ivEqJ4h+O10CRaNjMdLU3pbPZaS+maMfvcA1Boa/zw5kg0RMhy7Wou5Xx6HyJOPky+lmzTIrtc2YeIHhyBTqbF50VAM7Rpk9RgY8iqlmPLRYShUmnZ5mozBHOwjwK5lo41WQitUGqzdeRlfHS4Aj0PhryXDHc472Xe5Ek//cgb1zUr0jxbh47kDLVbntijUeH37BWw5WQyKglYf87YeDt2gtp0pw4u6m3BqfCDWz022aJAybR53nC0Hn0vh+YmJWDgi3u7wCU3T+Pmk9iYsV2kwNiEE/7t7gMWq9LomBZb/koMDudUQ8jhYNb0P7h5kPB/U2nF8fbgAb/97GSoNjTv6R2DNrH4Wq3MrxDI8uSUbJwrq4CPkYc2sfpiaFGnXGADt4mn93jys35cHmgbmDonBq1P7WHwwX69twpJN2ThXKkaAF98mRQBj6M97AFg0Mh7PTki0uHi6UinF4p+ykFfViDA/IT6ck2zX95ZBf95zKOCpcT2x5DbLD+YzxQ1YsjkLxXUtiA30wsfzkq1OPzGGRDfv/3bSvLeX2kY5nv71DA7kVsODz8Hr0xyb9/ZSIZbhyc3ZOFGonfdvz+6HO/rbP+/txdnz3l5yK7QLnnzdvF8/JxmpDsx7e8kpbsATunk/qW84Pr03xWWv1SmNyJsRdxmR3xwuwKodFzG5Xzg+mW9+4qS+tQeVEjm2LxnRzssiV6mR9PouyJQaePA5kCk1+G7BEJukcgBgyaYs7DhbjlkDo7Du7gEG+1768xx+yizCPYNi8M6dxqusGS5XSNAkV5nNX7LE5wevYs2/2orvnctGIcrfE9lF9Zj96VFoaOCze1Ms5s2cLWkAl0M5LXG5SipD1vV6jE0MtUkY/fi1WvgIeU4LW5U2tOBCqRi3JYZaLYxO0zQO5dUgQuRhtUSOJQprmnCtphFjeoZanVem0dA4cKUKXYN90MWGLknmyKuUolwsw8gewVY/mFVqDfZdrkKfKJHTWm+eLxWjUa6yyQCTq9TYf7kKA+MCnBY+yyrSRgJsKUxoUahxILcKQ7sGOc1Ld+xqLfw8eTZ9/yQyJY7k1WBEj2CrpXrM4Yp5bw/MvO8W4oO4IOfMe3tg5n3fKBGrotERuGLe20OzQoWDudVOnff2IG5R4r3/cvH0+J5WpW3YS6c1Iq9evYoPPvgAly5dAgD07t0bTz31FLp16+auITgVdxmRey5W4uHvT6FPpB/+fnKkyeNUag16vvwvNHrFM225/5sTyLhSDQAQcDk48+p4eApsC1HkFDdgxoYj4HMpHH7+NtbDpVJrkPrWXtQ2KfD9giEYZaNxag9qDY27PjuKLF3F9xf3DcKUjw7hWnUTZgyIxAdzkl0+BgKBQCAQbhZssW3c1rHmv//+Q+/evXHixAn0798f/fv3R2ZmJvr06YPdu3e7axg3JHG6cGhRbbPZnuE1jQpoaIDLoRDkY7xQZqSeLMOgLgE2G5CANrF5cJcAKNXa5HSGzII61DYpEODFR1o397j7uRwK792VxPa3nv3pUVyrbkKorxCvTevjljEQCAQCgXAr4jYj8oUXXsCyZcuQmZmJdevWYd26dcjMzMTSpUvx/PPPu2sYNyRMsrtUrjLbNaFSV4wQ4iM0mVekX91tjZyOKZhWiD8dv852UNhxVtvmcGLfcLckPjN0DfHBcxMTAYCtQn57dj+XuvsJBAKBQLjVcduT/tKlS1i4cGG77QsWLMDFixfdNYwbEg8+F2G6Pthtq2f1YSpaw4zI3TAkhvsiyt8TFAWjldPWkt4rDF2CvCCRqfDrqWKo1BrsPK81IjsiCfuhYV3Yit87U6JZgXMCgUAgEAiuwW1GZEhIiFEtyJycHISGur/i6kYjVueNbCtFoU8VY0Sa0XykKArfLRiCnxamGu0sYS1cDoWFI+IBAN8cKcSh/BrUNysR5C1AqpU9nJ0Jh0Phy/sG4X93JWH1jL5uf30CgUAgEG413Kats2jRIjzyyCO4du0ahg0bBgA4cuQI3nnnHSxfvtxdw7hhiQ30xsnCerNGJOOJNCa8rU/3UB+nCMbemRKD/+2+gqK6Zqz86zwAbSjb2kpgZyPy4rukkwKBQCAQCIT2uM2IfOWVV+Dr64v//e9/WLFiBQAgMjISr732Gp588kl3DeOGhfVEmglnM0K1tgpU24ungIt7U+Pw8f58FNe1AIBJUW0CgUAgEAg3F25zGVEUhWXLlqGkpARisRhisRglJSV46qmn3C6meiPCVGhfrzPdY5wprHGXEQkA9w+Lg0DneQz2ESI13v0irAQCgUAgENyPy43IlpYWbNu2DVJpa1s3X19f+Pr6QiKRYNu2bZDL5WbOQABaK7QZj58xWo1Iy32wnUWorwdmJkcBAO7oH+GWNlAEAoFAIBA6HpeHs7/44gts27YN06ZNa7fPz88P69evR3FxMRYvXuzqodzQMJ7IMnEL5Cq10U4oFWJdTqQbPZEAsHJqbyTH+jvUEo5AIBAIBMKNhcs9kT/99BOWLl1qcv/SpUvx3XffuXoYNzxB3gJ4CbigaaC0vr03skWhhkSm1Ws0J/HjCryFPMwZEgtv4Y3ZA51AIBAIBILtuNyIzMvLQ1JSksn9/fv3R15enquHccNDURRbXHPdSIU2E8r25HPhS4w5AoFAIBAILsblRqRKpUJ1dbXJ/dXV1VCpVK4exk1BLJsXadqIDBd5kEIlAoFAIBAILsflRmSfPn2wZ88ek/t37dqFPn1Ij2NrYCu0jcj8MBqRoWaExgkEAoFAIBCchcuNyAULFuCNN97Ajh072u3bvn073nzzTSxYsMDVw7gpMNe1ptJKoXECgUAgEAgEZ+Dy5LlHHnkEGRkZmDZtGhITE5GQkAAAuHz5Mq5cuYK7774bjzzyiKuHcVMQG+QNwLjguLuFxgkEAoFAINzauEVs/Mcff8SWLVvQs2dPXLlyBbm5uUhISMDmzZuxefNmdwzhpkDfE0nTtMG+ig4QGicQCAQCgXDr4rYy3rvvvht33323u17upiTK3xMcCmhRqlHdKEeob6vBWNUBQuMEAoFAIBBuXdzW9pDgOAIeBxEiTwDtK7QZT6S7hcYJBAKBQCDcmhAj8gbDWIU2TdMkJ5JAIBAIBIJbIUbkDYaxCu2GZiUUKg0AIJSEswkEAoFAILgBYkTeYMTqPJH6FdqVUm0oO8CLb7SnNoFAIBAIBIKzIUbkDYYxT2SFmFRmEwgEAoFAcC8urc6eNWuW1cf+8ccfLhzJzUNcoFYrUr9/dhXJhyQQCAQCgeBmXGpEikQiV57+loTxRFZL5WhRqOEp4JLKbAKBQCAQCG7HpUbkt99+68rT35KIvPgQefIhblGiqK4ZCeG+bMvDMNLykEAgEAgEgpsgOZE3IG3zIiuJ0DiBQCAQCAQ341JPZHJyMiiKsurYrKwsVw7lpiI2yAvnSsW4XtsEgAiNEwgEAoFAcD8uNSJnzJjhytPfsjCeyGLWE0kKawgEAoFAILgXlxqRr776qitPf8sSpzMir9c1Q6nWoKaRGJEEAoFAIBDci1tzIhsaGvDVV19hxYoVqKurA6ANY5eWltp0noyMDEydOhWRkZGgKApbt2412E/TNFauXImIiAh4enoiPT0deXl5BsfU1dVh/vz58PPzg7+/PxYuXIjGxkaH3p+70M+JrGmUg6YBHodCkLegg0dGIBAIBALhVsFtRuTZs2fRs2dPvPPOO3jvvffQ0NAAQKsPuWLFCpvO1dTUhKSkJGzYsMHo/rVr12L9+vX47LPPkJmZCW9vb0yYMAEymYw9Zv78+bhw4QJ2796NHTt2ICMjA4888ojd78+dMF1rSupaUNagfU+hvkJwONblnxIIBAKBQCA4ituMyOXLl+PBBx9EXl4ePDxaw66TJ09GRkaGTeeaNGkSVq9ejZkzZ7bbR9M0PvjgA7z88suYPn06+vfvj++//x5lZWWsx/LSpUvYuXMnvvrqK6SmpmLEiBH46KOPsGXLFpSVlTn0Pt1BhMgTfC4FhVqDsyUNAIBQEsomEAgEAoHgRtxmRJ48eRKPPvpou+1RUVGoqKhw2usUFBSgoqIC6enp7DaRSITU1FQcO3YMAHDs2DH4+/tj0KBB7DHp6engcDjIzMw0eW65XA6JRGLw0xFwORSiA7TeyJOF2rQAUplNIBAIBALBnbjNiBQKhUaNritXriAkJMRpr8MYpGFhYQbbw8LC2H0VFRUIDQ012M/j8RAYGGjWoF2zZg1EIhH7ExMT47Rx20qMLi/yREE9AKIRSSAQCAQCwb24zYicNm0aVq1aBaVSCQCgKApFRUV4/vnnMXv2bHcNwyFWrFgBsVjM/hQXF3fYWJgKbbYym3SrIRAIBAKB4EbcZkT+73//Q2NjI0JDQ9HS0oLRo0eje/fu8PX1xZtvvum01wkPDwcAVFZWGmyvrKxk94WHh6Oqqspgv0qlQl1dHXuMMYRCIfz8/Ax+OgqmQpshzJcYkQQCgUAgENyHS3Ui9RGJRNi9ezeOHDmCM2fOoLGxEQMHDjTIXXQG8fHxCA8Px969ezFgwAAAgEQiQWZmJh5//HEAQFpaGhoaGnD69GmkpKQAAPbt2weNRoPU1FSnjsdVMBXaDOHEE0kgEAgEAsGNuM2IZBg+fDiGDx/u0DkaGxuRn5/P/l5QUICcnBwEBgYiNjYWS5cuxerVq9GjRw/Ex8fjlVdeQWRkJNtBp1evXpg4cSIWLVqEzz77DEqlEkuWLMGcOXMQGRnp0NjcRTtPJMmJJBAIBAKB4EZcHs7et28fevfubbSoRiwWo0+fPjh06JBN5zx16hSSk5ORnJwMQCsflJycjJUrVwIAnnvuOTzxxBN45JFHMHjwYDQ2NmLnzp0G0kI//fQTEhMTMW7cOEyePBkjRozAF1984cA7dS/tjUjiiSQQCAQCgeA+KJqmaVe+wLRp0zB27FgsW7bM6P7169dj//79+PPPP105DJcgkUggEokgFos7JD9y0OrdqGlUwFvAxYVVE93++gQCgUAgEG4ubLFtXO6JPHPmDCZONG3gjB8/HqdPn3b1MG5KGG8k8UISCAQCgUBwNy43IisrK8Hn803u5/F4qK6udvUwbkqIEUkgEAgEAqGjcLkRGRUVhfPnz5vcf/bsWURERLh6GDclcUHeAIAIUplNIBAIBALBzbjciJw8eTJeeeUVyGSydvtaWlrw6quv4o477nD1MG5K7hoUjekDIvHQ8PiOHgqBQCAQCIRbDJcX1lRWVmLgwIHgcrlYsmQJEhISAACXL1/Ghg0boFarkZWV1a5N4Y1ARxfWEAgEAoFAIDgTW2wbl+tEhoWF4ejRo3j88cexYsUKMDYrRVGYMGECNmzYcEMakADY92JMvohAIBAIBALhRoOxaazxMbrcE6lPfX098vPzQdM0evTogYCAAHe9tEsoKSlBTExMRw+DQCAQCAQCwakUFxcjOjra7DFuNSJvNjQaDcrKyuDr6wuKopxyTolEgpiYGBQXF5MQeSeEXJ/ODbk+nR9yjTo35Pp0flx9jWiahlQqRWRkJDgc86Uzbm97eDPB4XAsWun24ufnR77AnRhyfTo35Pp0fsg16tyQ69P5ceU1EolEVh3n8upsAoFAIBAIBMLNBzEiCQQCgUAgEAg2Q4zIToZQKMSrr74KoVDY0UMhGIFcn84NuT6dH3KNOjfk+nR+OtM1IoU1BAKBQCAQCASbIZ5IAoFAIBAIBILNECOSQCAQCAQCgWAzxIgkEAgEAoFAINgMMSIJBAKBQCAQCDZDjMhOxIYNG9ClSxd4eHggNTUVJ06c6Ogh3ZKsWbMGgwcPhq+vL0JDQzFjxgzk5uYaHCOTybB48WIEBQXBx8cHs2fPRmVlZQeN+Nbm7bffBkVRWLp0KbuNXJ+Op7S0FPfeey+CgoLg6emJfv364dSpU+x+mqaxcuVKREREwNPTE+np6cjLy+vAEd86qNVqvPLKK4iPj4enpye6deuGN954w6BXMrk+7iUjIwNTp05FZGQkKIrC1q1bDfZbcz3q6uowf/58+Pn5wd/fHwsXLkRjY6NLx02MyE7Czz//jOXLl+PVV19FVlYWkpKSMGHCBFRVVXX00G45Dh48iMWLF+P48ePYvXs3lEolxo8fj6amJvaYZcuWYfv27fj1119x8OBBlJWVYdasWR046luTkydP4vPPP0f//v0NtpPr07HU19dj+PDh4PP5+Pfff3Hx4kX873//Q0BAAHvM2rVrsX79enz22WfIzMyEt7c3JkyYAJlM1oEjvzV455138Omnn+Ljjz/GpUuX8M4772Dt2rX46KOP2GPI9XEvTU1NSEpKwoYNG4zut+Z6zJ8/HxcuXMDu3buxY8cOZGRk4JFHHnHtwGlCp2DIkCH04sWL2d/VajUdGRlJr1mzpgNHRaBpmq6qqqIB0AcPHqRpmqYbGhpoPp9P//rrr+wxly5dogHQx44d66hh3nJIpVK6R48e9O7du+nRo0fTTz31FE3T5Pp0Bp5//nl6xIgRJvdrNBo6PDycfvfdd9ltDQ0NtFAopDdv3uyOId7STJkyhV6wYIHBtlmzZtHz58+naZpcn44GAP3nn3+yv1tzPS5evEgDoE+ePMke8++//9IURdGlpaUuGyvxRHYCFAoFTp8+jfT0dHYbh8NBeno6jh071oEjIwCAWCwGAAQGBgIATp8+DaVSaXC9EhMTERsbS66XG1m8eDGmTJlicB0Acn06A9u2bcOgQYNw1113ITQ0FMnJyfjyyy/Z/QUFBaioqDC4RiKRCKmpqeQauYFhw4Zh7969uHLlCgDgzJkzOHz4MCZNmgSAXJ/OhjXX49ixY/D398egQYPYY9LT08HhcJCZmemysfFcdmaC1dTU1ECtViMsLMxge1hYGC5fvtxBoyIAgEajwdKlSzF8+HD07dsXAFBRUQGBQAB/f3+DY8PCwlBRUdEBo7z12LJlC7KysnDy5Ml2+8j16XiuXbuGTz/9FMuXL8eLL76IkydP4sknn4RAIMADDzzAXgdj9zxyjVzPCy+8AIlEgsTERHC5XKjVarz55puYP38+AJDr08mw5npUVFQgNDTUYD+Px0NgYKBLrxkxIgkEMyxevBjnz5/H4cOHO3ooBB3FxcV46qmnsHv3bnh4eHT0cAhG0Gg0GDRoEN566y0AQHJyMs6fP4/PPvsMDzzwQAePjvDLL7/gp59+wqZNm9CnTx/k5ORg6dKliIyMJNeHYBMknN0JCA4OBpfLbVc9WllZifDw8A4aFWHJkiXYsWMH9u/fj+joaHZ7eHg4FAoFGhoaDI4n18s9nD59GlVVVRg4cCB4PB54PB4OHjyI9evXg8fjISwsjFyfDiYiIgK9e/c22NarVy8UFRUBAHsdyD2vY3j22WfxwgsvYM6cOejXrx/uu+8+LFu2DGvWrAFArk9nw5rrER4e3q4QV6VSoa6uzqXXjBiRnQCBQICUlBTs3buX3abRaLB3716kpaV14MhuTWiaxpIlS/Dnn39i3759iI+PN9ifkpICPp9vcL1yc3NRVFRErpcbGDduHM6dO4ecnBz2Z9CgQZg/fz77f3J9Opbhw4e3k8W6cuUK4uLiAADx8fEIDw83uEYSiQSZmZnkGrmB5uZmcDiGj38ulwuNRgOAXJ/OhjXXIy0tDQ0NDTh9+jR7zL59+6DRaJCamuq6wbmsZIdgE1u2bKGFQiG9ceNG+uLFi/QjjzxC+/v70xUVFR09tFuOxx9/nBaJRPSBAwfo8vJy9qe5uZk95rHHHqNjY2Ppffv20adOnaLT0tLotLS0Dhz1rY1+dTZNk+vT0Zw4cYLm8Xj0m2++Sefl5dE//fQT7eXlRf/444/sMW+//Tbt7+9P//XXX/TZs2fp6dOn0/Hx8XRLS0sHjvzW4IEHHqCjoqLoHTt20AUFBfQff/xBBwcH08899xx7DLk+7kUqldLZ2dl0dnY2DYBet24dnZ2dTV+/fp2maeuux8SJE+nk5GQ6MzOTPnz4MN2jRw967ty5Lh03MSI7ER999BEdGxtLCwQCesiQIfTx48c7eki3JACM/nz77bfsMS0tLfT//d//0QEBAbSXlxc9c+ZMury8vOMGfYvT1ogk16fj2b59O923b19aKBTSiYmJ9BdffGGwX6PR0K+88godFhZGC4VCety4cXRubm4HjfbWQiKR0E899RQdGxtLe3h40F27dqVfeuklWi6Xs8eQ6+Ne9u/fb/S588ADD9A0bd31qK2tpefOnUv7+PjQfn5+9EMPPURLpVKXjpuiaT2JegKBQCAQCAQCwQpITiSBQCAQCAQCwWaIEUkgEAgEAoFAsBliRBIIBAKBQCAQbIYYkQQCgUAgEAgEmyFGJIFAIBAIBALBZogRSSAQCAQCgUCwGWJEEggEAoFAIBBshueMkyiVSlRUVKC5uRkhISEIDAx0xmkJBAKBQCAQCJ0Uuz2RUqkUn376KUaPHg0/Pz906dIFvXr1QkhICOLi4rBo0SKcPHnSmWMlEAgEAoFAIHQS7OpYs27dOrz55pvo1q0bpk6diiFDhiAyMhKenp6oq6vD+fPncejQIWzduhWpqan46KOP0KNHD1eMn0AgEAgEAoHQAdhlRM6dOxcvv/wy+vTpY/Y4uVyOb7/9FgKBAAsWLLB7kAQCgUAgEAiEzgXpnU0gEAgEAoFAsBmbcyJbWlpQWlrabvuFCxecMiACgUAgEAgEQufHJiPyt99+Q48ePTBlyhT0798fmZmZ7L777rvP6YMjEAgEAoFAIHRObDIiV69ejdOnTyMnJwfffvstFi5ciE2bNgEASFScQCAQCAQC4dbBJp1IpVKJsLAwAEBKSgoyMjIwc+ZM5Ofng6IolwyQQCAQCAQCgdD5sMkTGRoairNnz7K/BwYGYvfu3bh06ZLBdgKBQCAQCATCzY1N1dklJSXg8XgIDw9vt+/IkSMYPny4UwdHIBAIBAKBQOicEIkfAoFAIBAIBILNONw7WyKR4Ntvv0VFRQXi4+ORlJSEfv36wcvLyxnjIxAIBAKBQCB0Quzunc0wa9YsrF69GmfOnMH69esxYsQIiEQiJCYm4p577rHrnBkZGZg6dSoiIyNBURS2bt1qsJ+maaxcuRIRERHw9PREeno68vLy2P2FhYVYuHAh4uPj4enpiW7duuHVV1+FQqEwOM/Zs2cxcuRIeHh4ICYmBmvXrrVrvAQCgUAgEAi3Gg57Io8dO4YDBw5g8ODBALStDs+dO4ecnBycOXPGrnM2NTUhKSkJCxYswKxZs9rtX7t2LdavX4/vvvsO8fHxeOWVVzBhwgRcvHgRHh4euHz5MjQaDT7//HN0794d58+fx6JFi9DU1IT33nsPgNaDOn78eKSnp+Ozzz7DuXPnsGDBAvj7++ORRx6xapwajQZlZWXw9fUl1ekEAoFAIBBueGiahlQqRWRkJDgcC75G2kGGDh1KZ2VlOXoakwCg//zzT/Z3jUZDh4eH0++++y67raGhgRYKhfTmzZtNnmft2rV0fHw8+/snn3xCBwQE0HK5nN32/PPP0wkJCVaPrbi4mAZAfsgP+SE/5If8kB/yc1P9FBcXW7SDHPZErl27FitXrsRvv/0GoVDo6OksUlBQgIqKCqSnp7PbRCIRUlNTcezYMcyZM8fo34nFYgQGBrK/Hzt2DKNGjYJAIGC3TZgwAe+88w7q6+sREBDQ7hxyuRxyuZz9ndbVJBUXF8PPz8/h90YgEAgEAoHQkUgkEsTExMDX19fisQ4bkV26dIFEIkHv3r1xzz33YOjQoUhOTkZMTIyjpzZKRUUFALCi5wxhYWHsvrbk5+fjo48+YkPZzHni4+PbnYPZZ8yIXLNmDV5//fV22/38/IgRSbihOJRXDXGLEnf0j+zooRBuEjQaGioNDQHP4VR7AoHQCbAmTc/hb/vs2bNRWFiI4cOH4+jRo3jggQfQpUsXhISEYPz48Y6e3mFKS0sxceJE3HXXXVi0aJFD51qxYgXEYjH7U1xc7KRREgjuQ6Oh8fiPWViyKRuXyiUufz21hoa4Weny1yF0LB/vz0fiK//iTHFDRw+FQCC4CYc9kefPn8exY8eQlJTEbissLER2drZLutgwQueVlZWIiIhgt1dWVmLAgAEGx5aVlWHs2LEYNmwYvvjii3bnqaysNNjG/G5MTB0AhEKhW0L21lJS34x3/8vFwhHx6B/t39HDIdwg1DTK0ShXAQC2nylDrwjXetGXbMrC3ktV2Pv0aMQEEumvm5Wt2aXQ0MC+y1VIivHv6OEQCAQ34LAncvDgwWhqajLY1qVLF8ycOROvvvqqo6dvR3x8PMLDw7F37152m0QiQWZmJtLS0thtpaWlGDNmDFJSUvDtt9+2qzBKS0tDRkYGlMpWD8nu3buRkJBgNJTdGfn5ZDH+yinDl4cKOnooNywqtQYLNp7Eoz+cYnNcb3bKxDL2/zvOlrv0fdM0jUN5NVCoNThXKnbZ6xA6lromBa7VaJ8D+dWNHTwaAoHgLhw2Ip966im89tpraGhocMJwtDQ2NiInJwc5OTkAtMU0OTk5KCoqAkVRWLp0KVavXo1t27bh3LlzuP/++xEZGYkZM2YAaDUgY2Nj8d5776G6uhoVFRUGOZPz5s2DQCDAwoULceHCBfz888/48MMPsXz5cqe9D1eTV6m9WV8jN227OXilGvsuV+G/C5WokMgs/8FNQHlDC/v/orpmlxp3lZJWr2eZ3usSnMehvGpM33AE+VXSDhtDdlE9+/+rVeR+RCDcKjgczr7zzjsBAD169MDMmTORmpqK5ORk9O3b16Dy2RZOnTqFsWPHsr8zht0DDzyAjRs34rnnnkNTUxMeeeQRNDQ0YMSIEdi5cyc8PDwAaD2K+fn5yM/PR3R0tMG5Ga+LSCTCrl27sHjxYqSkpCA4OBgrV660WiOyM5Cne2gU1DSBpmmiVWkHm0+05rVer21GhMizA0fjHvQ9kYDWG+mqdIh8PYOiQnxrGOnuZsP+fJwpbsAvp0rw4uReHTKGLD0j8lpNE9QaGlwOuR8RCDc7DhuRBQUFOHPmDCsu/tZbb6GwsBA8Hg8JCQl25UWOGTPGbIiNoiisWrUKq1atMrr/wQcfxIMPPmjxdfr3749Dhw7ZPL7OgEKlQWFtMwCgWaFGpUSOcJFHB4/qxqJCLMP+3Cr29+u1TRjaNagDR+QeKsRaj2BsoBeK6prx99lyrJiU6JJFSJ6ed6z8FvH0upNmhQpZ1xsAAFcqO84TyYwB0N6bSutbEBtE8l8JhJsdh43IuLg4xMXFYdq0aew2qVSKnJwclxTWELQU1mpX+wzXahqJEWkjv54qNvgMr+uMcleSWyFFSX0zbksM7TDPMeOJvGdwDD7Zn4/ShhZkFTUgJc75ucDEE+laThTUQaHWAACuVHSMEalSa5Cjq8j2FnDRpFDjanUjMSIJhFsAh3Mijx49ivPnzxts8/X1xciRI7F48WJHT08wQX6bvKOCmiYTRxKModHQ+PmUNpTdJ1JbnXy9zvVG5MPfn8TC707hrX8udVghD5MTGR/sjdt7a7VRd5wtc8lrdSYj8nKFBHsuVlo+0EoKa5qw/JccXK/tuO/ekfwa9v9lYhkkMvdLKV2ukKJFqYavkIfRCSEA2t+fCATCzYnDRuTixYuRmZnZbvvVq1chlXZceOVmhymqYbhWTYxIWzicX4OS+hb4evDw2OhuAOByY6C2UY7iOq0B9+WhAry89Tw0GvcbkuU6Yy5C5MGKjf99ttzAK+ss9I2JSonMJa9hLQ9/dwoPf3/KaYVoa/69hD+ySvF5xjWnnM8eDuXVGPze9r7gDpiimgGx/ugequ1wcZUU+xEItwQOG5G5ubkYM2ZMu+179uzB3LlzHT09wQRMrlmcLmREPJG2sflEEQBgVnIUEsO1D77rtc0u9Q7m6sKNXgIuKAr4KbMIz/x6BipdONIdqNQaVOpyEyP9PTGyZzB8PXiokspxsrDOqa9V36RAbZMCAMChAJWGRm2j3MJfuYYqiQwl9VoDPs8JXjJxsxL7L1cDAC6UuV6w3RjVUjku6+ZU3yitN70j8iJPX9cakQNjA9A91AcA8UQSCLcKDhuRfn5+qK+vb7d95MiROH78uKOnJ5iAuUmP14UjiRFpPdVSOXbrwppzhsSyAthSmQoNLuyswjzwR3QPxgf3DACXQ+GP7FI8uSUbCpV7DMkqqRwaGuBxKAT7CCHkcTGhj1Zc39khbUYvMMrfE2F+2nzd8g4KaesbesVOSFv493w5m4t4uVzi1oUAw9GrWi9k7wg/pOkKwnI7IC8yq6gBAJASF4BuId4AiCeSQLhVcNiInDhxokFPavbEHA4UCoWjpycYQaXWsMK+43UGQFFds9sMkRud37NKoNLQGBDjj14RfvDgcxGuM3IKXRjSvlyhNWQSI/wwfUAUPp0/EAIuB/+cq8CjP5yCTKl22WszlOsqs8P8PFgJljv6azs//XuuwqnGEBNa7R7qwxZ9dZwR2aqF6QwjcmtOKft/uar1++hODutC2SN6BKNHmNabnudmrchqqRxFdc2gKG04u2uwDygKqG9Woq6J3P8JhJsdh43IN954AwcPHsTs2bNx7tw5AIBMJsM777yD/v37OzxAQnuK61ugUGngwedgYGwAvARcqDU0iutdXxhyo0PTNLboQtlzh8Sw25lK0iIXFtcwXiImfD6+Tzi+fGAQPPgc7M+txoKNJ9GkE+Z2Ffr5kAzDuwcjwIuP2iYFjl9zXkib8ZZ3D/VhX4+RF3KUaqncpnxSA09kvWNjKBe3ILNA+znFBHrqzm+9YPuB3Cr8pWeE2gNN02xRzYjuwUjQGZG5Fe71ADL6kD1CfeDnwYengIsof+1nQkLaBMLNj8NGZExMDI4fP46WlhYkJSXB09MTvr6+2L59O959911njJHQhjxd3lO3EB9wORTig7UhpAJSXGORY9dqUVjbDB8hjy0qAYAuOiPSVTI/ag2N3EpDIxIARvcMwXcPDYG3gIujV2vx6A+nXZqXWd6gMyL9W0XV+VwOJvbVeiOdGdJmwtndQ30Q7qd9PWd4In84VojBb+6xqaDFmeHs7WfKQNPA4C4BuC0hFABw0cq8SJlSjUd/OI2lP+eg1IEOPgU1TSgTyyDgcjC4SyB6hGlzEWsa5W71ADJGpL48VLcQ7VhISJtAuPlx2IgEtFqR//zzDwoLC/Hzzz9j27ZtuHLlikEva4LzYAoDeuiS2Bkj8lqNYzdtmqbxw7FC/HOu3LEBdmK26DrUTBsQCW9hq0xqXJD2M3RVOLuorhkypdZ7zLwWQ2rXIPy0aCgEXA4O59fgUrnrQpJlOk9gZBtN0am6kPbOCxVQOimkna8zmvU9kY4akcV1zXjrn8sAgP8uVFg4Wou4RWngYS6ud6yAamu21tCePiAKvXXyUNYW15wrFUOu0oCmWxeD9nBY54VMiQuAp4ALLwGP9Yq6s7gmWycynhzbakSS4hoC4dbBKUYkQ2xsLKZNm4ZJkyYhMDDQmacm6MH0pmXyoLoynkgH87Jyihvwyl8X8NSWbJeHVTuCuiYFdp7XGh5zB8ca7IvVFdcUucgTeblca2T0DPM12g5uQIw/bkvUerUcDXWag/VEtjEiU7sGIdhHiIZmJWugOEKTXMWKmncPac2JdEQrkqZpvLz1PFp0uaMXysRW5ZEyXsIwPyE4FCBTalBtZ5V4XqUUF8sl4HEoTOkXgT6RIt1YJFYZplnX9doDOhA50M+HZGBC2u4yIpVqDc6UNADQVmYzEE8kgXDrYJcRWVRUZNPxpaWueyjeijCeSOZm3VX3r6NakVuztddJqaaRrau4tAalWoNDedVO82DZi0ypxqnCOpMG8B9ZJVCoNegb5Yd+0SKDfYxUkqsEx5nKbOZBb4wZydrw+rYzZS7Tj2QKa/TD2QDA5VCY3E9XpX3GcU80Y0AE+wgQ4C1ApL/OEymxP4S77UwZDl6phoDLga8HD0o1jXOllnMRmXzFpGh/tjc6o9dpK0xBzZiEEAR4C9AjzAc8DgVxi9Kq8LR+j2l7F30qtQbHrtUC0OZDMvRk8yItG5E0TePZX8/g+d/O2u2VvVgmgVylgb8Xn13IAq2eSGJEEgg3P3YZkYMHD8ajjz6KkydPmjxGLBbjyy+/RN++ffH777/bPUCCIRoNzYaJmDyoeCd4IpVqDbafbTUebNEM/PTAVdz39Ql80YGiywDw/p4ruPOzYxi0eg+W/5yDQ3nVrLg1TdPYclIbyp7TxgsJAHGB2s+wWipHs8L5Xlj9ymxTjEkIha8HD+ViGVu44WwY72CkyLPdPiZHdNfFCshVjlWKM5XZzEInXPd6lWLbCmIY6psUWLX9IgBgyW3dMbyb1ng6fb29vFhbGE9kn0gRogMYI9L2xQJN0/grRxvKnjYgCgAg5HHZiIClkDZN06wcDmB/+snZUjGkMhVEnnz0jWpdDCXocm2tERy/UtmIX0+X4OdTxXanGDAGcXKMPzh63nVG5qekvsUtigMEAqHjsMuIvHjxIry9vXH77bcjPDwcU6ZMwaJFi/DEE0/g3nvvxcCBAxEaGopvvvkGa9euxZNPPunscd+ylDa0oEWpBp9LIU4Xgo3X3bSrpHJI7Wx7diiv2iAh3xYjcs8lreZixpVqu17bWey6oB1Hi1KNP7JLcd/XJzDs7b1Y888l/Hq6BPlVjfDkczF9QGS7vxV58eHvxQfgmuKatpXZxvDgczGlnzY30RUhbYVKgxpdGDfCv32f9UFxAQj384BUpkLGFcdC2kxRDbPQCfUVgqIAhVqDumbbCz/e+ucSapsU6BHqg8dGd8PAOH8A1hmRF1gj0o/VBLXHiDx9vR4l9S3wFnBxe68wdjvTNtNScU1JfQuqpa1hdHsjB0d0oexh3YIMUiN66LrF5FZKLXoXj11tvb65doa/GYNYP5QNAIHeAvh78UHTpJMWgXCzY5cRGRQUhHXr1qG8vBwff/wxevTogZqaGuTl5QEA5s+fj9OnT+PYsWOYPHmyUwd8q8M8nLsG+4DH1V4+Pw8+gn2EAIDCGvsMoD91xQJMeCy7qMGq8LS4WYnzupDi2RJxh4guA0BZQwsKaprAoYAfFg7BvUNjIfLko1Iix+cZ1/Dcb2cBAFOTIuDrwTd6DsYod7YR2axQsWFyc0YkoC3WAIC/z5U73YtTKZGBpgEBl4Mgb0G7/RwOhck6I/bTA/n4M7vE6rzDtrDyPjpPJJ/LQYhujtqaF3k0vwa/ni4BRQFvz+4HAY/DVgNnF9WbNZhkSjX7nekbJWJzX+2Rw2JC2RP6hMNTwGW3946wrriG8dwxqRPlYpldXm8mZ3W4XigbALqGeIOrC61XSc3nfDLhcAC4YqdAOZPfqV+ZDQAURbHXPd9CSFumVGPWJ0eweFOWXWMgEAgdC8/yIabx9PTEnXfeiTvvvNNZ4yFYIJ8RcNZ5eBi6BnujplGOazWN7fL9LCGVKbFLV+n6zIQEnC8To0FnHCa38TK0JbOgFkx0skWpRm6llC02cCfHrmofiv2j/TGyRwhG9gjBK3f0xv7LVfg9qxT7L1eBooD707qYPEdckDfOlIhRVOdc78mVykbQNBDsI0SQzpAyRWp8ICJEHigXy3Agt4qV3nEGTNgyXOQBimpf3AMA0wdE4psjBcgqamA9TVwOhS5BXkgI90VCmB/uGRzDFsqYolUjstVojhB5oEoqR7lYZhCGNYdMqcaKP7X6s/emxiElTluw1ydSBAGXg5pGBYrqmttVvDNcrpBCraER5C1AmJ+QrWC2VQ9Uqdbgb126x/TkKIN9rZ5I8/mZTJ7x2IRQbM0pRUOzEgU1TTZ9X5rkKtYYHdnD0Ij04HPRJcgLV6ubcKVSynYJaotGQxukS9jjiayUyFDa0AIOBSTF+Lfb3y3EB6eu17NFgKY4erVGO8+KGvDGdAUCjSxuCARC58Wp1dkE18N0pGBW+gyszI8d4aP/LlRCrtKga4g3kqJFGKR7UFsT0j56tdbgd1sKcpzJkautIT4GIY+LiX0j8OX9g3DypXTsf2aMWeOF8RAVOtkTyVRm94ow74UEtN7AaUnacDsjJeMs2KIaMwZgUow/NswbiHuHxmJIl0CIPPlQa2hcrW7CP+cq8P6eK3h563mzryNXqXFdJ5XUQ2+xE26H4Pj6vXm4XtuMcD8PPDcxgd3uweey/aLNhbSZoprekX6gKAoxAUw427bCmkN51ahvViLYR4DhenOMOTegzTetN6PRyBh/A+MC7FZUOFFYB6WaRnSAJ+tV1cea4ppLFRKD9p72VHMzXsiEcD8DqSyGbqHWtT88kNuaAmOLYLuz0WhofLgnj1VvIBAI1kGMyBuMvDZFNQxMXqQ9xTVMVfbMAVGgKAqDu2i9jycKLOebMf17e+rGo1996i5ommY9kcO6BRs9JsBbgOiA9g9dfVwl82NNZbY+TEh73+UqiFuc18u7TCfvE+nfvqhGnyn9I7B6Rj/88lgaclbejswXx+H7BUOwLL0nACAjr9psGLawphkaGvAV8hDq2+p5ZSqjrS3kuFQuYYu1Xp/ep10aAhNGNW9EthbVAK3XuFzcYpOaAGPQ39E/kk0jYfD14LMLkIvlxkPaMqWazZkcGOuP+GD7FBWYfMgR3YONepN7WiHzw3xXmIVnflUjW4BmLafZULa/0f3WakUevKJvRFqntekKDl6pxvt7ruDZ3864TBmBQLgZIUbkDQRN61VmhxoaJPZ6NiolMtaLxxgvg+O1nshT1+vM3lCrpXJc0YXXHxvdDQCQ4yRPZH6VFFVS64yNwtpmlOu6d7TNz7IFJiR63cnhbGsqs/XpFeGLnmE+UKg12HneecLv1ngi20JRFML8PDCqZwieHNcdMYGeUKg0OJRnuvCGmaPdQn0MDB1b+merNTRe+OMcVBoaE/uEY4KuR7w+TEFHlpk5p19UAwAhvkIIeRxoaG0erTU0yVXYfVFbtDWjTSiboQ8rOm7cm3a2RAyVhkaorxBR/p7oaueij8mHHNHD+GKJqdC+YqZCm2lteWdKNIQ8DmRKjc2FRqxX1US6C1OVX1DTZNJALahpMsg/7kgjctdFrQdSKlM53LTBEVoUajz/21lsP+PcKASB4CqIEXkDoa2+Vmlz1IINvWrMQ+ladaNNum/bcrQt3AbFBbD9o/tGiuDB56ChWWk2MZ5Jzu8d4YexuvZv12qazIb0rKGgpgmTPjyEOV8ct8orwPQQHhjnb1DwYCtM68NSXW9yZ0DTtFWV2fpQFMUa9M4MaZcZaXloCxRFIV1XlbxHZ1QZg0m5YDoqMbR2rbFsvGVeq8WZ4gb4CHl4bVofo8cM1C0YciskRlUJVGoNm0rApDFQFKUn82OdEbnrYgValGp0CfJCkol8Y0vFNfpGF0VR7KLvmg1ailVSGevVNuVxZyICeZVSo98dtYZGZkGrxiQT0bAlL1KuUuN8KeNVNW5ERgd4QcDjQK7SoNREr/IDuVUAAG/dd7ajwtlqDc0uEoCOS8kBgD+ytbJLr2+/6NL2p9YgblF2WKEk4cbBaUbkxYsXsXPnTmzbts3gh+A8GP23uEAvCHmGxlJMoBc4FNCkUBvIiFjiT10oW9/DIuBxkBzDhLRN50Ue08tDDPAWsA/GHF0XC3vZfbECSjWNa9VNOGWFhIulULa1hPgK4cnnQkPDob7G+lRJ5ahvVoJDtYb4rIGRITpeUOtQlxd9KiTGWx7aAiNts+9ylUkPU2tRjeH7DfezvmsNExYe0T3YZBFPmJ8HogM8oaGBM8XtDZCr1U2QqzTwEfLYynsANldo67c5NFWQpN+5xhhMDiEjTaTfIMBaY4GZ530i/UwWoMQFeUPA5aBJoTY6hy+WSSCVqeAr5KFPpF9r+NuGCu3zpRIo1BoEeQvYMH5buJxWQ9lUXiSTDzl/aBwA7eKxIzplZRfVo6axdeF7xsH7lyNs0+mQ1jTKbS7+cibZRfUYvHoPVm670GFjINwYOGxEXrt2DUlJSejbty+mTJmCGTNmYMaMGZg5cyZmzpzpjDESdLBFNUaMESGPy2rgXbMyRJZboW3hxudSrD4hAxPSNldcwxTVDOuuLTQYEOsPAMi2wvAzh36e1FYLeokaDc16RIe1KXiwFYqiWAPjupN6aDOeo/hgb3jwrfeSRgd4YUiXQNA0sO2MczQjW1se2ueJBLTzwteDh9omBXKKG4weY8qIZHIxy8Uyi4YT471NsOC9NZcXyXi2ekX4GohhM98Tax7SNY1yNoRsKpQNtIazr1U3okVhKImkLzLOeO7igrxAUYBUrjIwYMxxyEirw7bwuRw2KmEsL/LYNe05hsQHgsflsHm6tngisxmRcZ1X1RTm2h/KlGoc131vZw+MRqivEDTdmvrhTpge7AE6nVhjCxJ3UCGW4YTe/fZkofvzyxm+O1oIhVqD7WfKbM6XdSbl4hY8/N1Jg2cCoXPhsBH51FNPIT4+HlVVVfDy8sKFCxeQkZGBQYMG4cCBA04YIoGhbaeatthaod3awi0UAW08G0O66PIiTdzISuqbcb22GVwOhcG6Yxk5oGwTxoU1NMlVOKlX0PPPuXKzoeXcSinqmhTwEnCNSo3YCtv+0EnFNUw41dp8SH2mJzuvSlumVKNWl2ZgS05kW/hcDsboUhcYkXl91BqaXcS0zdsN9dMW2chVGoPqYGMwBpDVRqSRgq62RTUMrRXalq/xwVxt16N+USL2+2WMUD8PBPsIoTFiCJXUt6CmUQ4+l2LD6h58LqJ0RrU1IW2aptm0jRHdzXvcW4tr2p+X8Wam6RZcPW3ocsPQWmXub/a4bmaKa45fq4VcpUGEyAM9w3z0ckrda0TSNI1dulD2/43pDkBb0NURnXb+PlcO/bXV6euu6VplCYlMiX/Pt+aIWhLRdyUf7cvHnktV+N+u3A4bAwDUNSmw5p9LTnMu3Ew4bEQeO3YMq1atQnBwMDgcDjgcDkaMGIE1a9aQTjVOJs9EUQ1Da/tDyw8EjYbGX0xVthEPS3KsP7gcCqUNLUbDYowXMilaxFbNDtR5InOKGuyucDx2tRYKtQZR/p4I9RWioVlpthMO82AdEh8IPtfx7AxnG5FsPqSVldn6TOkXAT6XwsVyiV0yLPowIWQPPoftzGMv6b10RqSRvMjiumYoVBoIeRxEBRh6PIU8LoJ9tIsVc8U1Gg3NGkA9LXxujGcvu6i+3ZzTl/fRh+1aYyJXT5+zutDmEJ1n3hy9TRhCjNHVO1Jk4I3uqld8YolrNU3a4jEeh120maK1uMZwzqjUGta7NbSrzojUfb5XqxutygOmabq1MtuChizT/tCYJ5IJZY/uGQKKolrTAUrda7DkVkpxvbYZAh4H81JjEewjgEpDd0iRz7Yzhg0fOsoT+ffZcsj15gLjvXY3jXIV+4w6Vyp2ONfeEd7+9xI+z7iGt/651GFjAIBThXWY/9VxHM3vmGtiDIefumq1Gr6+2htRcHAwysq0X4S4uDjk5tq3esjIyMDUqVMRGRkJiqKwdetWg/00TWPlypWIiIiAp6cn0tPT2W45DHV1dZg/fz78/Pzg7++PhQsXorHR8GZ29uxZjBw5Eh4eHoiJicHatWvtGq+7MBUmZLClQvtEYR3KxDL4evBwW2Jou/3eQh766h6KJ43kRRrLQ0wI84UnnwupXGVRH84UB65ok+3HJoZgqk4v8S8zlYqt43AslM0Qq6vQdpbg+CXGiLTDE+nvJcDontprw8gw2UuZmMmH9DQbgrSGMT1DweNQyKtqbLcyZ+Zo1xAfg5Z8DKxWpMS0AVdc34wWpRoCHoctdjJFYrhuzslUBkVgNE23q8xmYATHrfFEntV1Y+pvhYC/KW8amw+pW2QxsMU1VnxfmYfGoLgAi2kRprQiz5WK0ShXwc+Dh166+Rgp8oCPkAeVhkahFV6WMrEMlRI5eBwK/aP9zR5rTuaHWRiOSQgBoPfZlbs3lMy0Sh3VIxjeQh6SdO/pjAPRFHsoqm3GmeIGcCjglTt6A9B+bh1hOP12ugRA6/eEqeZ3N39ml6JJlxpC061awO6mplGOrbpc1UN5NZCrOq4f/KcHruJIfi22n+081fsOG5F9+/bFmTNnAACpqalYu3Ytjhw5glWrVqFr1652nbOpqQlJSUnYsGGD0f1r167F+vXr8dlnnyEzMxPe3t6YMGECZLJW78b8+fNx4cIF7N69Gzt27EBGRgYeeeQRdr9EIsH48eMRFxeH06dP491338Vrr72GL774wq4xu5raRjnqmhSgqNZco7awyfpWPJQYo2RKvwiTDyXG43GiTV4kTdOsPqS+8cbjctiHrT0VjjRNsx6KMT1D2eKS3Rcr0Ggk4V6l1rCdNxwtqmFgCjCcITiuVGvYjh3WVma3ZYYupP1XTplD+nVsPqSRntm2IvLis565PZeqDPa1esuNz9FwP8takYzx0z3Ep50mY1t4XA4G6NIY9PMii+taIJWpIOBy2nnuGU9kXZPC6LxiUKo1bCivnxUddkx1rjHVY7pVUcHy97WtB9EcTJ5jfrWh/iOTO5zatbXnNkVRbEW3OYFyBsYg7hXhZ1EJoatOC7O+WYk6PWOoqLYZ12qawONQbOtGxhN5paLRJv1OR2HyIcfrJKSYlBh3F9cwRsGwbsFICPdl54Y1veGdybXqRpy+Xg8OBbyuU0U4UVDn9iptmqbx0/HrAMBGLw5d6RgjclNmEeulb1aozRabupLcCin26jqvLRppn23lChw2Il9++WVoNNoPeNWqVSgoKMDIkSPxzz//YP369Xadc9KkSVi9erXRwhyapvHBBx/g5ZdfxvTp09G/f398//33KCsrYz2Wly5dws6dO/HVV18hNTUVI0aMwEcffYQtW7awntKffvoJCoUC33zzDfr06YM5c+bgySefxLp16+z7IFwMs5qPDvA0efNmwtlFtc1mb8QypRp/n9PqD5orFmCLa9p8aa7VNKFSIoeAx2FlVhiSWe0+229+12qaUFLfAgGXg7RuQegXJULXYG/IlBrsvti+k8RZnWdF5MlnJVYcpQvriWx2WHS4oKYJCrW2OjjKTlmd9F5h8BHyUNrQYjTvz1paNSLtL6ppOy6gfUjbkrc8QmS5QtvaohoGY8U1TCi7Z7gPBDzD25yfB58N6ZvzRuZVNkKu0sDXg8fOC3MwhtDlCin70G1RqHFJlxfb9rvC5jBbkX5ySreQG9TFsg5qdIAnPPlcKFQaA08x41FKa2OImgp/G4ORB7JGj9VT0Jr3qe+NZKINKXEBbCpMTKAnfD14UKg1VuVnSmVKfHe00Ki0k7UU1zXjQpkEHAoYp4vGMAsSU0VjroLRhZyapC1wHBzHaPW614hkvJCje4ZgdM9Q+Hnw0ChX4bybw/tZRQ24XCGFB5+DlVO1xuyhvGq3yx7JVWr8oDNmmXvXvstV5v7EZXx+8CoAYFLfcNZh1Blw2IicMGECZs2aBQDo3r07Ll++jJqaGlRVVeG2225zeIBtKSgoQEVFBdLT09ltIpEIqampOHbsGABtnqa/vz8GDRrEHpOeng4Oh4PMzEz2mFGjRkEgaC0omTBhAnJzc1Ffb/yLK5fLIZFIDH7chaV8SEAroeLB50CloVFiJt9r/+UqSGUqRIo82AIaYzCeyLw2YRUmHzIltn1oLZmp0LbDE8l4IQfHB8BbyANFUZg2wHRxCVsk0DXIoPrWESL9PcDjUFCoNKi0UuzcFExlds8wH7vH58HnskLbv+tu8PbAeP4ckffRhzEiTxTWQaxXJMOElE0ZkdYIjudaWVTDwBR46C9c2FB2hHEPojXFNedKGwBovZDWXL+4QC94C7iQqzRsNOBsSQNUGhphfsJ2nz3zICiqbTbr6SltaEGZWAYeh2KNHHNwOBRbfMcYhkq1hjVE09qkfljTKpHhSL72OzfcQnEPAzMP9NNb2HxIXSgbgC4v0rxguz7/23UFr267gA37r1o1DmMw2pCDuwSyPe2ZSMr12marQskSmRJbs0sd8p5eqZTicoUUfC6FiX20RiSzWDhlRetZZ6HW0PgjSxuhumtQDLgcCkPitXPlWJv2tq7mp0yt4Ta1fyRu7xUGAY+DMrEMV+1o6+sIf58tR7VUjjA/IV6a0guA9vnpbkrqm9m0LqaxR2fBJWLjgYGBDuddmaKiQuuRCgsLM9geFhbG7quoqEBoqGGeH4/HQ2BgoMExxs6h/xptWbNmDUQiEfsTExPj+BuyEkseHkD78GDaqZkrrvlDF8qenhxl9uEY6C1gX09f6ueYkVA2A2NEXqmS2uwlYMSHx/RsvXaM6Pbh/BrUNBrqXzIh9eHdnZMPCWjDo0xBiKPFNY5UZutz16BoAMCvp0vsFmRmjDZ7hcbbEhvkhZ5hPlBraNazRNM0G743Fc62xhPJVmZbWYzEaJpeq25iw6bM59Qnyvhnz+ZFmllsnSnRnqOfFfmQgPb71yvC0BDSD2W3vSdG6C36zI2DMST6RIngJWjfp9oYbSu0z5Y0oFmhRoAXv93nyhybZ6FFYUl9MwpqmsDlUEjtarnQCNCT+dGdW6ZUswaJ/vccsKy1yUDTreLgWQ546tqGsgFtHjLjIbYmpL1q+0Us/TkH3x0ttHscjBdydM8QiHQe8kG6BfzZErFVleKFNU347OBVh/L1juTXoEIig8iTj3G64jlmwcHIMbmDhmYFdpzVRsrmD42Dp4DLOjsO5blP6oemaXx9uAAAcH9aF4xJCAWfS6GwttmmJgHO4KtDBVBraIzoHmwxF9ndOMWIPHToEO69916kpaWhtFRroPzwww84fPiwM07faVixYgXEYjH7U1xc7LbXNqcRqU9XCzI/V6sbsVcnzWKsKrstjDeSMSI1Gr0+1UaMt1BfrQA0TWtvgNbSolCz+Y1j9DwU8cHeSIoWQa2h8ffZ1haAMqWalR9Kc1I+JIOztCJt7VRjiqFdgzC5XzjUGhov/nHOLt02psWfKeFue2C8kcwDvUIiQ6Nc21EpzkT4l3n9MhNdaxQqDTt3rfVEBngL2EpgRsPQVFENA1uhbc4TqZu//aP8rRqH/usxVcbm2gNyOBQbJjf3UGJysAbb0NKzZ5tONMx3dqgRrz1jRBbWNpk1WI7mtyoy+HlYV+HfLVTXn1v3/k4W1qFFqUaYnxC9Igyvr7WeyNxKKasYcb5MbNf3oa5Jwd7Txvc2dCZYG9KWq9TYqZPCsdfIomlaL5QdyW7vEuSFYB8BFGoNzpdavo8++9sZvP3vZWw5Yf8ziQllTx8QyTazYFIfThbWWeVt3ZpdioUbT6Kh2f6CoN9Ol0Ch0qBPpB/bIWqkThvVXLtVfWRKtcNFSScL63GhTAIhj4N5Q2LhI+QhVeeZdWdIu65JgS0niwAAj4/pXF5IwAlG5O+//44JEybA09MT2dnZkMu13iKxWIy33nrL4QG2JTxcu2qsrDTMxaqsrGT3hYeHo6rK8CKrVCrU1dUZHGPsHPqv0RahUAg/Pz+DH3eRb8HDwxBvoeJz/d48aGitAWBJPgUAhsTrOtfoDLZLFRLUNyvhLeCaXBEl68muWMvxa7VQqDSIFHm0M5Sn6byRf+kJj2cV1UOu0iDUV8gaEM6CebA77IlkjUjH58lrU/vA14OHMyVifH+s0Oa/bw1nO8cTCQDpuofvwSvVUKg07ByNC/Jql4fIwORkVpgQHL9W0wiVhoavkGeTnqV+XmSVVIYqqRwUBdYz2BZL4Wy5Ss3qPVpTmc3AeNMulku0IuNtOtW0pZsVMj/MYmmQBWkffdp2omGKatqGsgFt4UKgtwA0bbySmuGwlTqV+nRvIzjeVtpHH/azK5OYzUfeq1fM1axQ2+UV2nOpEhpa264yJtBQAYAxXCxVaB/Oq2ELs7KKGuzK1ztXKkZhbTM8+Bx2UQZow/vMnLaUF1lc18wWXh21s4JZ3KJkPbN3pkSz2xPDfeHvxUezQm3RKSBXqfHa9gvYe7mKDYvbCk3T2JSpNZjmp8axc2RkD61j4djVWqu8rY/+cBpD1+x1yGP4jc4LOWtgNKujPFaXO2utEfnfhQp8fvCqQ7mcG48WQqbUoF+UyGkqJM7EYSNy9erV+Oyzz/Dll1+Cz29dnQ4fPhxZWVmOnr4d8fHxCA8Px969e9ltEokEmZmZSEtLAwCkpaWhoaEBp0+fZo/Zt28fNBoNUlNT2WMyMjKgVLaGXHfv3o2EhAQEBFi/4ncH4hYlKiVa49yiJ1JnUBUY8UTmVUpZLbKl6T2sem3GE3mhVIxmhYr1aJjTZUzWreSzbMiLZDoSjE4Ibfdwmdo/AhxKe74inWGnL+3j7NQJVivSgbZjEpmS9ZZYG5Y1R6ifB56fmAgAeO+/XNazaA3NChXELdp57ozqbIYB0f4I9hFAKlPhZGEdWxBhbqHDGIbNCjUksvaV0Yz3tme4r03XVd+IZLyQXYO9TYZ/Yyy0PsytkEKpphHgxWd7bVuDvlZkUV0zapsU4HOpdoLnDPFsa0DjRqS4Wcl6E60pqmFgvLgFNU1olKtYQ9RYdbc1FdoaTavYubX5kECr4HhJfQtkSnXr97xNKBvQ6koKedqWjea+e20f4LZEPBgYaZ8Jfdo7DFortMVmH/7/nGtNe6prUtil6MB4Icf1CoO30HCuDmYbPpjPi9RfXJ8oqLPLYNlxtgxylQYJYb4GSgQcDoVUXYGlJW/rrguVbBOBI3bqGB67WotrNU3wEfLYfHhAa8wG+wjRolQj63qD2XOcKxHj4JVqyFUa/HOu3Oyxpiiua8YuXTHnguFd2O2MHN6JgjqL6VrVUjme2JSNNf9etjuntEmuYlMlHh/TzWVpgo7gsBGZm5uLUaNGtdsuEonQ0NBg1zkbGxuRk5ODnJwcANpimpycHBQVFYGiKCxduhSrV6/Gtm3bcO7cOdx///2IjIzEjBkzAAC9evXCxIkTsWjRIpw4cQJHjhzBkiVLMGfOHERGaifmvHnzIBAIsHDhQly4cAE///wzPvzwQyxfvtyuMbsSxjsQ7ufBVjOawlzF5wd780DTwMQ+4WznDEtE+XsiQuQBlYZGTlFDa6tDMyFkpgo1u6je6hsamw+pF8pmCPXzYF+PaQHY2nLRuaFswDnhbOZhHCnyYPOcHGXekFikxAWgSaHGyr8uWP3ZlunkfXyEPKvDkNbA4VAYl9ga0rZUVANoC4WY9nLG8iJtrcxmYMLFZ0vEOKtrW2fKcAP0+mfXtRj9HFvzIf1tunH3DPMFn0tB3KJk87r6tBEZ14dd9JnIYT5dpDUgugZ7I1hX/GEN4X4e8NXpP/6ZVQK5SoNgH4FJAz+BzaE0bkTmVkpR26SAJ5/LRhqsIchbAH8vPmhaG4rMr2oEl0MZbd3I43LY1A9TIe26JgWbIjCpr9YAPGdFuFefZoWKza0b3yes3f5eEX7gcynUNSlMFigqVK2KEb4eWuPP1vxMjYZm58jU/pHt9ut7Ik15Zmmaxp96GrL1zUqLua3GYELZd6ZEt5vvTEjbkhH5y6nWUPrxa7V2FRv9pPNCzkiOhI+eUc3hUHohbfN5kfqRGnvbJX53tBAaWhtG76HnBIgP9kbXYG+oNDQOWwit/3BM2zoSAHYb6e5lDZtPFEHcokR8sLfRBU9nwGEjMjw8HPn5+e22Hz582G6dyFOnTiE5ORnJyckAgOXLlyM5ORkrV64EADz33HN44okn8Mgjj2Dw4MFobGzEzp074eHR6mX56aefkJiYiHHjxmHy5MkYMWKEgQakSCTCrl27UFBQgJSUFDz99NNYuXKlgZZkZyFflw9pqt2hPowRWSmRo0lPA+9yhYTNKVx6u3VeSEDrpWBWxMeu1SLTTFiMoXeEHwQ8DuqblVaFhAtrmlBY22ygG9cWRjNya04ZGuUqNtTkCvd+l+DWcLa9YYjLdhpD5uBwKLw1sx94HAp7LlWy4SdLtMr7OM8LycAk4O+5VIn8SstGJACEixityPYPaFuLahi6hfjAz4OHFqUaf2RrH4im8iEBbRU+RQEtSrXR3tXndEUV/a1cbDEIeBx01ykoMGE5Y/mQDKy2qwlP5Ek2lG1bdISiKLal4XfHtJWuqV1Ne+2ZY0310GY8S6ldA02mKpgaBxOy//rwNQBa0XWRp/HFTG8LxTUHr1SBprWGHvNQPWujpmOGzksVG+hlNF/Zg89lJcNMtXA9dq0WEpkKwT5C3D1IW2Bpq6zZqev1KBfL4CvkGV08axcfHDQ0K03KQF0ok+BqdROEPA4bhs+0Uccwv6oR2UUN4HIottWqPkzO+anCepNdjYrrmtl0B28BF00Ktc3XpUoqY+9p84bEtdtvTV5kfZOCjbYB2ugVE4Wxlka5Cj+f1BrEC0bEt9vPhLT3mglptyhapYEA7f3R1meJQqXBV4e0IfVHR3U12ryhM+CwEblo0SI89dRTyMzMBEVRKCsrw08//YRnnnkGjz/+uF3nHDNmDGiabvezceNGANob06pVq1BRUQGZTIY9e/agZ8+eBucIDAzEpk2bIJVKIRaL8c0338DHx/Dh1r9/fxw6dAgymQwlJSV4/vnn7Rqvq7GmMpvB30ub3wQY5ll9sFvb0WdK/wibc/QYvchNmUVoUqgt6jIKeBy22012seUbK7NaHNQlwGD1qc+EvuEQ8DjIr2rEd0cLodLQiA30QnSA+Y4m9sB4qaQylcUez6ZwVmV2WxLCfVmJh1e3XYDEigp4Z1dm6zOiRzCEPA5K6lvYh6g5GSrAfIV2qyySbUYkh0OxHnBm4WLOEynkcRHupx2HsZD2WRsrs/VhjFcmncFcj2lm0VcllRsVPm/Vh7Q+H5KB+QyZ+0dbfUhjx5rSaLS2b7cxmJxlRqdydM/2BhODpR7aTD7kuMRQ9tpcKJPYJIb9ny6UPb53mEmjmg1pmzAi/9WFSSf0CcPgLow2rvFjTcGEssf3CTfqqRbwOGwHHVMtEJmmEem9w1jjxlYxbMYLOaZnCEJ92y80e4b5INBbgBal2mTF+q+nS0DTWqWMMQnacRzOsy2E++upEqg0NAbG+rdrVQq0zr3zZWLUtlHqaB1HMeQqDXpH+KF7qFY9wpLHsC2/nSqGVK5C1xBvjO7Rfq4yIe0DuVUmPcS/Z5WgvlmJKH9PCHkcFNe1GO1lb46/ckpRIZEh1FeImQMtF8F2FA4bkS+88ALmzZuHcePGobGxEaNGjcLDDz+MRx99FE888YQzxnjLY41GpD5t2x+eLxVj54UKUBSwdJz1XkgGRl6hVlftZo0uY2txTYPF87eGstvnSTH4efDZns3r92oNYmdK++jjwecizE8bOrSmFZwxnFWZbYwlt3VHlyAvVErkeO8/y61FmW41ztKI1MdLwGNv7irdDbWrhUInU1qRjXIVGz60x4PbtpezOU8kYLpCu0WhZr9zSXbIabR9XXOeSJEnn+3I0TaPWaZU44wuNG+pX7YxeraJXJiLHvTU3VtKG1ra5XopVK2doWzJh2Rou/g19z3X7/rT1nOjVGvYBedtvUIRH+QNHyEPcpXG6hCuUq1h1Skm9DUdHjTX/lCl1mCXTpFgcr8I9vrmVkjMdkBqew4mX08/968trXmR7Y1ItYZmvW4zB0SxlcOZ12qt9nqpNTT+1HnuGSmxtlAUhaE6SSdjuX1qDY3fdKHsuwfFsHPElrxItcawoMYYoX4eSAz31bVAbD8OjYbGj8e157g/LQ5jdIsV5vliDRoNjW91OYgPDY83+pwb3CUQPkIeahoVRlMpNBqaLcpZMCKevT/usSGkrdHQ+EwnLr5wRDxbLd8ZcdiIpCgKL730Eurq6nD+/HkcP34c1dXVeOONN5wxPgJavQPWeCIBvbxI3UPpgz1ao2taUqRBfoe19Aj1MQg/GZP2actAKzvXyJRqtnLUWEhHn2lJ2tWYXBdScba0jz5xga2da2yFpmmnVma3xYPPxZsz+wEAfjh+3WJrNGd3q2lLup5ESpS/p0Utwwg/457IPF0oNcRXyHrTbUG/i0qUvydbUWkKUxXaF8slUGtohPgK2cWELeh7QMP9PBBpwQNsKo/5fKkYCrU2l9FSD3Fj6KcEhPoK2cWlMURefNYz29ZjklOs1ZgM9hHYVSSm36Y12EdoNoqRGO4HDgXUNCpQJTX0Np0qrIdUpkKgtwBJ0f7gcCj01emAnrOyuCbzWp0uDC0wa9wP0OndnisVt8vtO1FQh7omBQK8+EiND0Sonwei/D2hoa3vuX30ai1qmxQI9BaYTclJYUTHr7f3Lh67WosqqRz+XnyM6hmC5Fh/CLgcVEnlVitLHMqrRqVEjgAvPm5LbJ8fymAuL/Jwfg3KxFp9yQl9wtnFfXZxvUFKlTkyrlSjtKEFIk8+pvSPMHncKJ1heMhIruPBK9UoqmuGnwcP0wdEsYuVg1es73Sz73IVrtdqzzHbhPdPwOOwhqGxKu19l6twraYJvh483DM4hr0/7r5ovRG5+1IlrlZrzzEvNdbqv+sIHDIilUolxo0bh7y8PAgEAvTu3RtDhgxpFzYm2E+TXMWGxSzJ+zDE6yXrny1pwJ5LleBQwJN2eCEBbahwsF5OljV9qhnR8UvlUrQoTEsynCiog0ypQbifh8UH1NjEEDaJHTAfnnMUtkLbzM1Y3Kw0Gs4oqW9Bo1wFPpey6JWzl+HdgzF7YDRoGnjxj3Nmk9jLmHC2CzyRQGvLOMC6vF3WEykxNCId9d4mxfiDcRwYC4e1hRUcrzPMzTyrlw9pTzWkvv6huVA2A9Njum1eJJsPGWdf84aeep9jmhUqBj1NtD9kct2GdQu2q/OS/uJ3dM8Qs+fwFHBZo7Ntcc1+veI7Jj+MkRk7q+suZAkm5y69V5jZHLP4IG/4emi9nG0r1v85r/Ugju8dzvZ2Z1IprC2uYULZk/qGm1S5ABiReu19qKpNBy2moGZKvwgIeBx48LlIimHyIq0LJbdqQ0aZzXVlvNinr9e3k9j5WadhODM5Ch58ri7NyBNKNY0TVnbc+VGXP3hXSrTJIjTAMC+yrWHIFNTcNSgGngIuBscHwEvARZVUjovl1nWX++aI1oM4d0is2cXwbb1MS/18eUib+8toSzL3x5zihnbX0Bg0TePTA1ov5P1pcRaLaTsah4xIPp+Ps2fPOmssBCMwD5ZgH4FFzwpDV7ZrTRPe330FgLZHdjcH+m0yYRVrdRkjRB4I8xNCraHNVk+a041ri5DHxeS+2lVqQpgvQnxt9xJZC2NEmgpnf3+sEEmrdmHIW3uwdEs2fj9dgiqdUcQ8dLqF+Jh9QDjKS1N6IcCLj9xKKX44dt3kceW6RYgz5X30CfXzYJP6u1sxx1q1Ig2NN6aow9Z8SAZvIY/1/FoKZQOtua9tvc3nHMiHBABfDz47f8x5uxiYRV9bbVdb+mUbI9hHiCDdPcOYtE9bEkzI/DiSDwkA0QFeEOi+B6MtRBuA9oLtDEwYepyex4yRo7HGE6nRtHa6sVTpyuFQrSFtvTxAtYZmcyon9Ws9x0Ddotma4hq5So2dOmN2WpLpUDagTXdgFten9ULaLQo1axDrN40Yostft6a4RtysZMPy+tqQxugW4oMQXyHkKo1BilJto5z9TJkCI4qi2LlyxIp8xNKGFnaBMNeC121wl0AIeRxUSGQGmqbXa5twQOedvG+oNhwu5HFZLy/znDHHpXIJjl6tBZdD4f5hXcwey0TNzpWK2fs+oJ2HmQV14HEoPKiTBgr182BzbPU1Tk2RWVCHnOIGCHkcPDisfWFPZ8PhJ9y9996Lr7/+2hljIRihtkkbrrA2lA205qRdKJNgf241uBwKT95mnxeSYfqAKPSK8MNjo63TqqIoim1HZ050nGmZZymUzbBoVDy6hXhj4UjXfrlidYLjRUY8kUfya/D69osAtGG3rTllePrXMxjy1l5MeD8DGw5o1QpckQ+pT6C3AE+PTwCgNWpNJXmzhTUuCmcDwOKx3REf7I0ZVnRBYj2RDcY9kY7oai4cEY8eoT6YMcDyOExpRZ7VLXpsERlvy0PDuqB3hB/uMCLd0pbWHObWh6JGQ7Mi04xhYA8PDuuCpBh/TLRCHqSHEZkfqUzJdm4ZbkSWxxq4ugdqanyggdfaFMbaHxbWNOFqdRN4HAoje7aOg7lGl8qlJiuHGc6XiVEhkcFLwDWbH8owwEhxzenr9aiWyuHnwTOIyDCpFFlFDWaF0gEg40oNpDIVwvyEVuW6sn209bycey5VolGuQnSAp0EaB5MXaU1xzfazZVDotCEtLbq0eZHt+2j/mV0KpZpG/2iRgfefkV4zlrvYlp9PFkNDayNLlhwdHnwu+33I0DNQfzx+HTStdUZ00UvbGM2EtK0wIjceKQSgLZaKspCCEurrwc49fQOV8ULe0T/C4H7LdEXaY0VI+3NdLuRdg6Jd6ihxFtY1YjWDSqXCN998gz179iAlJQXe3oZeqnXr1jn6Erc0YxJCkf3K7ZApra8+jA30AkW1FjrMSo4y+GLZQ7jIA/8+NdKmv0mO9cfOCxUmi2uK65pxrVrbi9davcfuob7Y+/QYm8ZhD11MCI4X1TZj8aYsqDU0ZiVH4a5BMTicX41DeTU4Vyo2kEhJcEE+ZFtmJkfhnX8vo7C2GUev1rbT35PKlGyyf6SLPJGAtsJ0vJU6ZkxYXSpXQSpTsuEaVt7HAeN7dko0ZlvwqjAwnshysQxKtQZ8LgeNchXbXaWfDe0O2/Lg8Hg8ONy6hQ4j81NQ3QSapkFRFPKqGiFuUcJLwDWbQ2iJJ8b1wBNWprEktOm3DWhzCNUaGvHB3hYfrOZ4cXIvq49lPZHlrd5FJmw4JD7QQOs0NtALfh48SGQqXKmUmtW/ZTxmo3uGmA2ZMiQZaX/4ry6Und47zCD82yvCDx58DsQtSlyraTK76P/7rDaUPblfhFXpAYO7BOLH40UGouOMwPiMAVEGi/qBcQHgciiU1LegtKHF7DX7I0sbyp6dEmWVY2Bo10BsP1PG5kXSNM1K4TBeSAbGA3ipXIKaRrlJjVOVWsOGw63N/RvVIwSH8mpwKK8aC0fEo0Whxi+ntO/l/jTDohymuOZ0UT3ELUqT0lJ1TQps1X2mD1n5vR2bEIqzJWLsu1yFuwfHoLShBX/riqUeHmkob5jeKwzv/peLw/k1aFaoTIbKL1doHT8cCljU5hydFYc9kefPn8fAgQPh6+uLK1euIDs7m/1hxMIJjkFRFDwF1ldnefC5bJcNHofCEw56Ie2FzRMyITrOhB9SYgNMfrk7CqawplraqrfZJFfhkR9OoaFZiaRoEd6a1Q9p3YLw7IREbFsyAqdfvh0fz0vGPYNicFtiqMUQkTPwFvJY+YdNJ9qHtBkvpMiTb7HgxV14C3nw0+W2VupCQTWNclav0Zq8SmcQ4iOEgMeBWkOzXtELpWLQtLaS3V1egNhAL3A5FJoUaraYhOnrnBzrz+bduRrmc69plLMSKofZLjXua7fGeLSK61pYjT/GiLytjSeToqjWvEgLIW3GiLy9t+kCEn2YFI28qkY0ylXQaGi2VzaTVsPA53LYHuvmQtoypZodhzVeaqDVy3mhTIJmhQp1TQrW+zWjja6jj5DHGtInzORFXqtuRFZRAzgUrPLaA6056NlFDZAp1cgubkBeVSM8+Jx2FebBPkK25ehRM97I/bnawp5Ab4FR4XdjMJ7o49e0LRC3nymDuEWJ6ADPdpX/MYFe6BriDbVexyVjbDlZBLmuX/cgK3vUM3PxUF415Co1Nh4pgFpDI61rULvFTM8wH8QEekKu0piVHPrioNaTOalfBOKCXJNP72wcfqrs37/f5L7z5887enqCnXQL8UFxXQvuGhSNWDsqO51B30gReBwKVVI53t+TBy8BFxwK4FAUOBTFrqatyZNyNyIvPkSefIhblCiqa0ZiuC+e+fUMLldIEeIrxOf3DWrnzQj0FuCO/pFWPxycxbzUWHx/7Dp2XahElUSGUL9WjyPTHtFVRTX2EiHyhEQmRblYhu6hvmyP59hAL7cZuxwOhegAT1yrbkJxfTNig7wc0oe0FwGPg5gATxTWNuNqdSPC/Dxa8yHj7A9l24qXgIfYQC8U1TXjSmUj0nyEDudD2oO/lwBR/p4obWjBxTIJ+kWL2EKRtkYkoL1Wh/NrcK60AYBxb1ZxXTMuV0jB5VBGz2GMUD8PRIo8UCaW4VyJGEI+B+ViGXyEPKMdd5Lj/HGisA7ZRfXtPHMMB3Kr0KRQI8rfk82jtATTNaxcLENOcQOuVjdBpaHRN8qPFbbXJzU+EGeKG5B5rQ4zk40vZJminFE9QwzuF+aID/ZGmJ8QlRI5sq7Xs/JCk/tFGO2ENaJ7kDbPML/GZO7n5hNaL+SdKdFWy9gw+fDVUjlOFdbj++OFAIB7h8YZLZYa0zMU16oLcDC3GpP7ta/8Vqk1bE75Q8PjrS5i6xclQrCPEDWNcuy/XIUtJ7Re2UWj2nsyKYpCeq8wfHukEHsuVRqN2pQ2tLCf6aOjbgwvJOAET2RbpFIpvvjiC6SmpiIpKcnZpydYydO3J+DBYV3w3ITEDhuDp4DLhqbW783D2/9exlv/XMbqvy9h1Y6LbGs5c+LDHYl+hfbH+/Lx7/kK8LkUPrt3IJvX1xlIDPdDSlwAVBraoPUY0OqJtCQz427aakXmOiGUbQ+xbbQiW/Mh/d06jvg22q5MZbY9+pCO0FMvL7JSIkNeVSMoyrrCHGfSKjouxuG8aijV2pB6VyM5c0xXIXOeSKaAZHCXAPh7WS8fxUj95BQ3sF7I2xJDjYbDWVkzM72dmTaHk/uFW22sUBTV2hu+sJ4VGDflQWR6XZvKi9RoaPyRpT3HrIHWR0soimK9kXsuVbEV5veYMJiZFCVjldSA1mhiNBznDDZ+DlPjYKq0P9qXh/OlEgh4HJOGO5Nvb0rq578LlSgXyxDkLcAdZuSF2sLhUBirO/fLW89DKlehW4g3xhjpCw8At/fSelr3XqqC2kje7DeHC6DS0BjWLcjt9x9HcJoRmZGRgQceeAARERF47733MHbsWBw/ftxZpyfYSL9oEV6b1sfqim5XsWp6X8wdEou7UqIxe2A0ZiVHYcaASExLisQd/SPw7IQEqyppOwImnPDj8ev4n67KffWMvkhxo3fIWubr8ok2nyg2uEExldmdyegF2netsbfdoaMwWpFMhTbb7tCNnkjAsP1hWYM2n43LoVgjxl0khOsqtCulrBeyX5TIJsPLGTDFNRfLJGxFqykPIuM1zq2QQqY0LifG9Lm+vbdt/YeZCu2c4npWHHxyP+PnYIzIK1VSo52kmhUq9r3YGq1gFhPbzpTh9PV6cChgqgnvnlYSSlvtX9VGRgvQVv+WNrTAV8hjCz6shVlM/HC8EE0KNeKDvU0Wfg3pEgg+l0JpQ4tRvV39ghpjiwNzjNJ1kmG6IE1LijSpLTskPhCefC4qJDJWv1efjUe1sj7zUmOtypXVh5mTTCrOwyO7msxzHRwfCF8PHmqbFMhp08lN3KxkvbKP6jqS3Sg4FDeqqKjAxo0b8fXXX0MikeDuu++GXC7H1q1b0bt3b2eNkXADkxTjzyao32jE6bxUTF7Y/WlxuGdw5xR+ndwvAqt2XERpQwsyrlSzLdAYjUhXdKtxhLaeSFf0GrcGViuyvgXiZiUKddX4/Wzsme0orQ0CGtkq3N4RfibbgLqK1vaHrQaZPV1qHIVZWJ4tFaOhWfuANmVERvl7ItBbgLomBS5XSNmqaoaGZgXr2bXVaGLuXftzq6FQaeDJ52K0CU9TiK+QTQfIKWpghbEZ9l2uQotSjZhAT5sXKYwnkunMM6xbMMJMhKFFXnwkhvvhUrkEJwrr2hmsv+sKaqb0j7DZaGKq2pVq7UL17kExJj2q3kIekmMDcKKgDkfyaw1y/OwpqNGn7ZxsW1CjjwdfW42/73IVDuRWs7magFbQ/2RhPXgcCvcONX0OU4zoEQw+l4JSTSPIW2Agt9QWPpeDsQmh2HamDLsvVhk4I37MvI5mhRqJ4b4YZacKQkdhtydy6tSpSEhIwNmzZ/HBBx+grKwMH330kTPHRiB0KPq5pKnxgXjljs67MPLgczFbF5r6KbO1wMbV3WrspdUT2QKaptmcyI4MZ5/XiVvHBnq53fPWNaQ1nO2oPqQjMEbk5Qpph+RDMvTRdaLJr2pETaMCPkKeydA+RVF6epEN7fbvz9WGDxPDfVlZJ2vpFyUChwIrHzQ2McRskaM5vcgdZ7SezCn9Im0Wj08M9zVYUEw30yoRMB3Sblao2L7f1qoY6BMb6MUuSLkcCrNTzBflDO9mvAWiPQU1+oT4tnY+Sorxtxj+ZULabVsgbtS1OJzcL8KkUW4OXw8+6529P62LRaOc6V6j3wJRplTjW53IubUSep0Ju43If//9FwsXLsTrr7+OKVOmgMvtvL0dCQR7YLwFUf6e+GT+QJcKhzsDZkW/73IV2+WI1Yh0obyPPYTrjNpysQwl9S1oUqjB51KsR85dROu1PmREpd1ZVMPA6OMV17ew1azuzocEtMYsl0NBKlOhUiKHkMcx0CF0F+F+HgbhyVE9g812VGG+q8byIplq6PRethsr3kKegfj9pL7mc+YG6ulF6tMoV7GC2rbk3THwuBy2C5iQx8FEM32/gVYjMvOaoRH534UKNCnUiA30sroKWR+KojBU540cmxCKUF/z95URPbTHHr1aY6CfaU9BTVvmDokBj0NhqRUSVkye4unr9Wxv+JpGObblaPM6GWFwe3hrZj+8Pq0PHh9jOQw9umcIeBwK+VWNbP7z71klqGlUIMrf02zLx86K3U/Fw4cPQyqVIiUlBampqfj4449RU2N9w3UCobOTGO6H7UtG4O8nRyDIhM5ZZ6JbiA/SugZBQwM/nygCTbdK10R2Vk+kRMbmQ7q6w48xGM9UbZOCza/q7+ZQNqDtBOUt4EKtodlOHPY85B1FyOMaGPKDuwTaHPJ0BhRFGeRKm+vrDOh1rmnTHUuuUrNC09ZK+7SFyYsU8jhsmogpmLzI7KJ6A6Np76VKyFUaxAd7250DzoSSJ/QJt9gKj8lTzK2Uor5JwW5vLaixThvSGE/c1gMzBkTipSmWtT/7R/vDR8hDfbOSbT1ob0FNW+5L64Lc1ZMsXhNAG1XqGuwNlZ7Uz+bMIijUGiRFi5DsQMpVTKAXHhjWxewih0HkyUdqV+212XupEmoNjS8ztLI+C0fEd3pHhTHsHvHQoUPx5Zdfory8HI8++ii2bNmCyMhIaDQa7N69G1Jp+wRWAuFGo1+0+4sKHGH+UK03csvJYtQ2KdCiy2vrbIU1zHgampVsRxB72x06gsiTz2qUHtU9XDqiMpKiKLb9IaBVBrBWesXZ6Bc3dUQ+JAOjF0lRljtaMdfsSqUULYrW4pqjV2vRpFAjzE9od57rMJ1G5u29wyzmqCaG+8KTz4VUpkJ+dato+3Y2lB1ht/G2YHg81szqhzem97V4bJCPkBU8Z/pXl4tb2PzuWSakf6whPtgbH8xJtipqwOdyWK8oY7w5UlDTFnP9z9vC5KgeyK2GUq3BD7p+3Q8O7+LWEDJTpb37YiV2XahAYW0zRJ583OOAQd2ROGz2ent7Y8GCBTh8+DDOnTuHp59+Gm+//TZCQ0Mxbdo0Z4yRQCBYyfje4Qj2EaBKKme1z4K8BR3iTTKHr5AHb11uGSM67+58SAamuIbp8NQ3qmPUAuKDWx+o7tSHbIu+2HtH5EMypOi8eoPiAkx2PGEI8xMixFcIDQ1c1Ot0s0cvlG1NdxhjTEuKxHcLhuCtWf0sHsvjcpAUozVWs3QFUhKZEhm6OX5Hkv3hSg8+F3OHxELkZV1jhrZ5kVuzy0DT2qppd2oHMwuRw/k1DhfUOEJrXmQ1/jlXjiqpHCG+Qkzp515d33E6I/JkYR0+2JMHQFsY5O3mIjpn4VTfaUJCAtauXYuSkhJs3rzZmacmEAhWIOBxcJdOL+3rw9pk7c7mhQS0nrcInXYlE4J0t7wPAyPzA2hzAi2FCl1FV4MwsvtD2QzMdfD34hv0Q3Y3t/cOw/q5yXj/ngEWj6Uoik1DOKfLi9RoaLaAwd5QNnPu0T1DjApqG4PVi9QV1+y+UAmFWoPuoT5uneND9IxImqbZqmxLxTDOhhFmP1lYh/8uVDpUUOMIQ7sGQcjjoEIiwzv/XgaglUazJgztTGICvZAY7gsNrU03EPA4eGBYF7eOwZm45NPjcrmYMWMGtm3b5orTEwgEM8wdHAuKAtszu7NVZjMweZGM/m9HeSJj9Sp2OyIfkqGrXjh7UAcU1TCMTQzF1KRIvDi5l03hQmdDURSmJUWyxU+WYAqiGMH4c6ViVErk8BHy2HxCd9BqRDYAAHboemXf0d/+ULY9pMZr3/OFMjGOXq1FflUjhDwOJhnp2uJKeoT6IMRXCJlSg1U7LgBwrKDGXhipH0ArfcbnUm73hjLoL2ruSom26GnvzNx4WZwEAsEssUFeGNmjNYcsspNVZjOE6+X8eQu4iOqgrjrR+kZkB3aKYPTrwvyE6BbScX1zPfhcfDQ32WQHkM4KU6HNeCKZquzRPUPcarAwVdT5VY0oqm3GIV2vZHuqsh0hXOSBuCAvaGjg1W1a421Cn3CrParOgqIoDNcZb5USbU92RwpqHGGMnnbn1P6RFqvLXQWjFEBRwKKRN06LQ2MQI5JAuAmZr7fC7uyeSADoEeZrd86ao8QEtH4+7u5Uo0/PMF98dm8Kvn5g8A2nFdcZ6KvzIudXN6JJrmqV9ultXa9sZxHkI0QXXc7hOzsvQ6XTqDTW59rVMHmRTMX/rIHuDWUz6BdoOaOgxl7GJLTOhY4MIfePFuHlKb3w3p1J6OJmWTNnc2NmchIIBLOMSwxFmJ8QlRI5ogM6pxEZrmfcdlQ+JNDa3pLLoTo0BxCARf0/gmlCfT0QIfJAuViGf89XILdSCi6HwtgE9xqRgFYvsrC2GX/rhL3d7YVkGBIfhF9OaXMhQ32FHVYopW9EdlQIGQC6BHvj5Sm9QNPo0E5qFEXh4RvcA8lAjEgC4SaEx+Xg/XsGYNeFSoeKClyJvieyo/IhAaBLkBf+b0w3hIs84CUgt8QbmX5RIpSLZVi/V1v1OqRLYIdIdA2MDWA1GQFgio29sp1Fql5f6xnJUeB1kA5hpL8n5qfGolIic3tBTVtuFuOts2DXHXP58uVWH7tu3Tp7XoJAIDjIsG7BGNat8/ZhDe8kRiRFUXhuYmKHvT7BefSLEmHXxUoU1Wl7oHfUAooprgG0fcDd3YmJITrAEwlhvrhW04i77Ghz6EzenGlZIolw42GXEZmdnW3VcSSvh0AgmEK/i05HGpGEm4e2LSs7yohMCPeFt4CLJoUad3SQFxLQPoN/eHgIxM1K9OjAlBHCzYtdRuT+/fudPQ6bkUqleOWVV/Dnn3+iqqoKycnJ+PDDDzF48GAAQGNjI1544QVs3boVtbW1iI+Px5NPPonHHnuMPYdMJsPTTz+NLVu2QC6XY8KECfjkk08QFtY5w38Ews2EyIuP5ycmgqJwQ0tcEDoP+l1pEsN92baW7obLoXD/sC7Ye6nS7bqMbQn19eiwKmTCzc8NW5398MMPY/fu3fjhhx9w7tw5jB8/Hunp6Sgt1eahLF++HDt37sSPP/6IS5cuYenSpViyZImBduWyZcuwfft2/Prrrzh48CDKysowa9asjnpLBMItx+NjuuGx0d06ehiEm4QgHyErFTW+g3OBn5+YiF3LRhMDjnBTQ9E0TVs+zJCOzolsaWmBr68v/vrrL0yZMoXdnpKSgkmTJmH16tXo27cv7rnnHrzyyitG94vFYoSEhGDTpk248847AQCXL19Gr169cOzYMQwdOtTiOCQSCUQiEcRiMfz8Oraqk0AgEAjA5wev4udTxfjuoSEd5okkEG5kbLFtbsicSJVKBbVaDQ8PwxWep6cnDh8+DAAYNmwYtm3bhgULFiAyMhIHDhzAlStX8P777wMATp8+DaVSifT0dPbvExMTERsba9KIlMvlkMvl7O8SicQVb49AIBAIdvLo6G54lHi3CQS3cEPmRPr6+iItLQ1vvPEGevXqhbCwMGzevBnHjh1D9+7dAQAfffQRHnnkEURHR4PH44HD4eDLL7/EqFGjAAAVFRUQCATw9/c3OHdYWBgqKiqMvu6aNWvw+uuvt9tOjEkCgUAgEAg3A4xNY02g+oYVRfvhhx+wYMECREVFgcvlYuDAgZg7dy5Onz4NQGtEHj9+HNu2bUNcXBwyMjKwePFiREZGGngfbWHFihUGofzS0lL07t0bMTE3VnswAoFAIBAIBHNIpVKIROa7eDnFiDx06BA+//xzXL16Fb/99huioqLwww8/ID4+HiNGjHDGS7SjW7duOHjwIJqamiCRSBAREYF77rkHXbt2RUtLC1588UX8+eefbM5k//79kZOTg/feew/p6ekIDw+HQqFAQ0ODgTeysrIS4eHGu0YIhUIIha1VpD4+PiguLoavr6/TQvcSiQQxMTEoLi4meZadEHJ9Ojfk+nR+yDXq3JDr0/lx9TWiaRpSqRSRkZblqRw2In///Xfcd999mD9/PrKzs9mcQbFYjLfeegv//POPoy9hFm9vb3h7e6O+vh7//fcf1q5dC6VSCaVSCQ7HsPicy+VCo9EA0BbZ8Pl87N27F7NnzwYA5ObmoqioCGlpaVa9NofDQXS0awRc/fz8yBe4E0OuT+eGXJ/OD7lGnRtyfTo/rrxGljyQDA4bkatXr8Znn32G+++/H1u2bGG3Dx8+HKtXr3b09Cb577//QNM0EhISkJ+fj2effRaJiYl46KGHwOfzMXr0aDz77LPw9PREXFwcDh48iO+//56tFheJRFi4cCGWL1+OwMBA+Pn54YknnkBaWppVldkEAoFAIBAItzIOG5G5ublssYo+IpEIDQ0Njp7eJGKxGCtWrEBJSQkCAwMxe/ZsvPnmm+Dz+QCALVu2YMWKFZg/fz7q6uoQFxeHN99800Bs/P333weHw8Hs2bMNxMYJBAKBQCAQCOZx2IgMDw9Hfn4+uvx/e3ceF2W5/g/8MzswwLBvsrsv5I6i5pLkkpamR09GSmZZhrkdS63Myq9LebTVk9YvtU6mZmmp6TFFQXFBRUERwYVV9n0Ghhlg5v79MfDIyCIY8wzK9X695iXzPPc8cw23zFxzr76+RsejoqLg72+6jc6nT5+O6dOnNxnX9u3bm7yGhYUFNm/ejM2bN7d2eA9NJpNh1apVRmMvSdtB9dO2Uf20fVRHbRvVT9vXlurooRYbr2vdunX46aefsG3bNjz99NM4fPgw0tLSsHjxYqxcuRJvvfVWa8VKCCGEEELaiL/dErl8+XLo9XqMHj0aarUaw4cPh0wmw9KlSymBJIQQQgh5TP3tlshalZWVuH37NsrKytCjRw9YW1u3xmUJIYQQQkgbJHxwkYadOHECPXr04FY2l0ql6NGjBwIDA6HT6dCzZ0+cPn261QIlhBBCCCFtx0MnkZ9//jlee+21BtcoUigUeP3117nldAghhBBCyOPloZPIuLg4jBs3rtHzY8aM4bYgJM2zefNm+Pr6wsLCAoMGDcKFCxfMHVK7tG7dOgwcOBA2NjZwcXHB5MmTkZSUZFRGo9EgLCwMjo6OsLa2xtSpU5Gbm2umiNu39evXQyAQYNGiRdwxqh/zy8zMxEsvvQRHR0dYWloiICAAly5d4s4zxvDBBx/A3d0dlpaWCA4Oxq1bt8wYcfuh0+mwcuVK+Pn5wdLSEh07dsTq1auN9kqm+uHXqVOn8Oyzz8LDwwMCgQC///670fnm1EdRURFCQkJga2sLOzs7zJkzB2VlZSaN+6GTyNzcXG5NxoaIxWLk5+c/7OXbnT179mDJkiVYtWoVLl++jN69e2Ps2LHIy8szd2jtTmRkJMLCwnD+/HkcO3YMVVVVGDNmDMrLy7kyixcvxsGDB7F3715ERkYiKysLU6ZMMWPU7dPFixexdetWPPHEE0bHqX7Mq7i4GEOHDoVEIsGRI0eQkJCAjRs3wt7enivz6aef4ssvv8SWLVsQHR0NuVyOsWPHQqPRmDHy9uGTTz7BN998g6+//ho3btzAJ598gk8//RRfffUVV4bqh1/l5eXo3bt3o0sONqc+QkJCcP36dRw7dgyHDh3CqVOnMHfuXNMGzh6Sv78/279/f6Pnf/vtN+bn5/ewl293AgMDWVhYGHdfp9MxDw8Ptm7dOjNGRRhjLC8vjwFgkZGRjDHGSkpKmEQiYXv37uXK3LhxgwFg586dM1eY7Y5KpWKdO3dmx44dYyNGjGALFy5kjFH9tAXLli1jw4YNa/S8Xq9nbm5ubMOGDdyxkpISJpPJ2K5du/gIsV2bMGECe+WVV4yOTZkyhYWEhDDGqH7MDYBRftWc+khISGAA2MWLF7kyR44cYQKBgGVmZpos1oduiXzmmWewcuXKBr+VVFRUYNWqVZg4ceLDXr5dqaysRExMDIKDg7ljQqEQwcHBOHfunBkjI4BhdyQAcHBwAADExMSgqqrKqL66desGb29vqi8ehYWFYcKECUb1AFD9tAUHDhzAgAEDMG3aNLi4uKBv37747rvvuPMpKSnIyckxqiOFQoFBgwZRHfFgyJAhCA8Px82bNwEYhqdFRUVh/PjxAKh+2prm1Me5c+dgZ2eHAQMGcGWCg4MhFAoRHR1tstgeep3I999/H/v27UOXLl0wf/58dO3aFQCQmJiIzZs3Q6fT4b333mu1QB9nBQUF0Ol0cHV1NTru6uqKxMREM0VFAECv12PRokUYOnQoevXqBQDIycmBVCqFnZ2dUVlXV1fk5OSYIcr2Z/fu3bh8+TIuXrxY7xzVj/klJyfjm2++wZIlS/Duu+/i4sWLWLBgAaRSKUJDQ7l6aOg9j+rI9JYvXw6lUolu3bpBJBJBp9NhzZo1CAkJAQCqnzamOfWRk5MDFxcXo/NisRgODg4mrbOHTiJdXV1x9uxZzJs3DytWrOAG5AoEAowdOxabN2+u94IJedSEhYUhPj4eUVFR5g6F1MjIyMDChQtx7NgxWFhYmDsc0gC9Xo8BAwZg7dq1AIC+ffsiPj4eW7ZsQWhoqJmjI7/88gt27tyJn3/+GT179kRsbCwWLVoEDw8Pqh/SIg/dnQ0APj4+OHz4MAoKChAdHY3z58+joKAAhw8fhp+fX2vF+NhzcnKCSCSqN3s0NzcXbm5uZoqKzJ8/H4cOHcLJkyfh6enJHXdzc0NlZSVKSkqMylN98SMmJgZ5eXno168fxGIxxGIxIiMj8eWXX0IsFsPV1ZXqx8zc3d3Ro0cPo2Pdu3dHeno6AHD1QO955vH2229j+fLleOGFFxAQEICZM2di8eLFWLduHQCqn7amOfXh5uZWbyJudXU1ioqKTFpnfyuJrGVvb4+BAwciMDDQaPYdaR6pVIr+/fsjPDycO6bX6xEeHo6goCAzRtY+McYwf/587N+/HydOnKj3hah///6QSCRG9ZWUlIT09HSqLx6MHj0a165dQ2xsLHcbMGAAQkJCuJ+pfsxr6NCh9ZbFunnzJnx8fAAAfn5+cHNzM6ojpVKJ6OhoqiMeqNVqCIXGH/8ikQh6vR4A1U9b05z6CAoKQklJidHSiidOnIBer8egQYNMF5zJpuyQFtm9ezeTyWRsx44dLCEhgc2dO5fZ2dmxnJwcc4fW7sybN48pFAoWERHBsrOzuZtarebKvPHGG8zb25udOHGCXbp0iQUFBbGgoCAzRt2+1Z2dzRjVj7lduHCBicVitmbNGnbr1i22c+dOZmVlxX766SeuzPr165mdnR37448/2NWrV9mkSZOYn58fq6ioMGPk7UNoaCjr0KEDO3ToEEtJSWH79u1jTk5O7J133uHKUP3wS6VSsStXrrArV64wAGzTpk3sypUrLC0tjTHWvPoYN24c69u3L4uOjmZRUVGsc+fObMaMGSaNm5LINuSrr75i3t7eTCqVssDAQHb+/Hlzh9QuAWjwtn37dq5MRUUFe/PNN5m9vT2zsrJizz//PMvOzjZf0O3c/Ukk1Y/5HTx4kPXq1YvJZDLWrVs39u233xqd1+v1bOXKlczV1ZXJZDI2evRolpSUZKZo2xelUskWLlzIvL29mYWFBfP392fvvfce02q1XBmqH36dPHmywc+d0NBQxljz6qOwsJDNmDGDWVtbM1tbWzZ79mymUqlMGreAsTpL1BNCCCGEENIMrTImkhBCCCGEtC+URBJCCCGEkBajJJIQQgghhLQYJZGEEEIIIaTFKIkkhBBCCCEtRkkkIYQQQghpMUoiCSGEEEJIi1ESSQghhBBCWoySSEIIIYQQ0mKURBJCCCGEkBajJJIQQgghhLQYJZGEEEIIIaTFKIkkhBBCCCEtRkkkIYQQQghpMUoiCSGEEEJIi1ESSQghhBBCWoySSEIIIYQQ0mKURBJCCCGEkBbjLYn09/dHYWFhveMlJSXw9/fnKwxCCCGEENIKeEsiU1NTodPp6h3XarXIzMzkKwxCCCGEENIKxKZ+ggMHDnA/Hz16FAqFgruv0+kQHh4OX19fU4dBCCGEEEJakYAxxkz5BEKhobFTIBDg/qeSSCTw9fXFxo0bMXHiRFOGYRJ6vR5ZWVmwsbGBQCAwdziEEEIIIX8LYwwqlQoeHh5cDtdUYV74+vqy/Pz8VrnW2rVr2YABA5i1tTVzdnZmkyZNYomJiUZlKioq2JtvvskcHByYXC5nU6ZMYTk5OUZl0tLS2DPPPMMsLS2Zs7MzW7p0Kauqqmp2HBkZGQwA3ehGN7rRjW50o9tjdcvIyHhgHmTy7uxaKSkprXatyMhIhIWFYeDAgaiursa7776LMWPGICEhAXK5HACwePFi/Pnnn9i7dy8UCgXmz5+PKVOm4MyZMwAMXekTJkyAm5sbzp49i+zsbMyaNQsSiQRr165tVhw2NjYAgIyMDNja2rba6yOEEEIIMQelUgkvLy8ux2mKybuz6woPD0d4eDjy8vKg1+uNzm3btu2hr5ufnw8XFxdERkZi+PDhKC0thbOzM37++Wf84x//AAAkJiaie/fuOHfuHAYPHowjR45g4sSJyMrKgqurKwBgy5YtWLZsGfLz8yGVSh/4vEqlEgqFAqWlpZREEkIIIcQkyrTVSC0oR0pBOTq5WKO7u+lyjpbkNry1RH700Uf4+OOPMWDAALi7u7fqGMLS0lIAgIODAwAgJiYGVVVVCA4O5sp069YN3t7eXBJ57tw5BAQEcAkkAIwdOxbz5s3D9evX0bdv33rPo9VqodVquftKpbLVXgMhhBBC2i9NlQ7pRWok55cjtbAcKfnlSCk0JI75qnu5x/xRnUyaRLYEb0nkli1bsGPHDsycObNVr6vX67Fo0SIMHToUvXr1AgDk5ORAKpXCzs7OqKyrqytycnK4MnUTyNrztecasm7dOnz00UetGj8hhBBCHn9VOj3yVVrkqbTIU2qQUVyBlIIypBaokVJQjqzSCjTVN+wol8LXSQ5XhQV/QT8Ab0lkZWUlhgwZ0urXDQsLQ3x8PKKiolr92vdbsWIFlixZwt2vHTdACCGEkPZNW61DRt2WxIJy3C2u4BLHovLKB17DRiaGr5McfvfdfJ3kUFhKeHgVLcNbEvnqq6/i559/xsqVK1vtmvPnz8ehQ4dw6tQpeHp6csfd3NxQWVmJkpISo9bI3NxcuLm5cWUuXLhgdL3c3FzuXENkMhlkMlmrxU8IIYSQtk9brUO+SotcpRb5Kk1Na6IWeSoNsks1SC0sR2ZxBfQPmGUiFgrgZC2Di60MHewsuQTRv+ZfR7n0kVoykLckUqPR4Ntvv8Xx48fxxBNPQCIxzqg3bdrU7GsxxvDWW29h//79iIiIgJ+fn9H5/v37QyKRIDw8HFOnTgUAJCUlIT09HUFBQQCAoKAgrFmzBnl5eXBxcQEAHDt2DLa2tujRo8ffeamEEEIIecRU6fTIKDJ0LdfeascmZpVqmnUNuVQEP2c5fB0NiaGngxVcbS3gYiODi40M9lZSCIWPTpL4ILwlkVevXkWfPn0AAPHx8UbnWpp1h4WF4eeff8Yff/wBGxsbbgyjQqGApaUlFAoF5syZgyVLlsDBwQG2trZ46623EBQUhMGDBwMAxowZgx49emDmzJn49NNPkZOTg/fffx9hYWHU2kgIIYQ8hnR6hqySCi5BvL/rWddEU6JUJISzjaEV0ZAUGpJDV1sL+Dhawc9ZDmdr2SPVkvh38brET2tprIK2b9+Ol19+GYCh5fNf//oXdu3aBa1Wi7Fjx+I///mPUVd1Wloa5s2bh4iICMjlcoSGhmL9+vUQi5uXW9MSP4QQQkjbUKXT425xBVILynG3WG3U5ZxXMy6xsEzbZJezlVQEX0fjsYh+TnL4OlrB4RHran5YLcltHskksq2gJJIQQgjhR5VOj4Ky2sRQi5zSCqQUqLmWxIwiNaofNCgRhhZFH0cro7GItUmji037aklsSJtcJ3LUqFFNVsyJEyf4CoUQQgghbUy1To/M2q5mbkyiGrlKDfJVWhSpK5tcAgcALCRC+DrK4eVgBVfbe13OLnV+drSWQfQYjUs0J96SyNrxkLWqqqoQGxuL+Ph4hIaG8hUGIYQQQsxEr2fIUWoMSWLNpJXUwnIk17QkVumazhJFQgGcre8lhb73tSi62Vo8VhNX2jreksjPPvusweMffvghysrK+AqDEEIIISag07OaZXBqxyBquK7nfJXGMF6xsByaKn2j15CKhYbE0FHOzXJ2V1gYWhFtZXB4zGY3P+rMPiby9u3bCAwMRFFRkTnDeCg0JpIQQkh7otMzFJRp7y2BU2c5nLQiNSqrG08Qa4mFAng5WNVMWJHDz8mKG5foobCkJNHM2uSYyMacO3cOFhZtZwsfQgghpD3S6xmya7uaC8oNLYo1s5vzaya0FDxgdnPdxbRdbGRwrjMm0UNhCV8nOTztLSERCfl7YcRkeEsip0yZYnSfMYbs7GxcunSpVXexIYQQQkjDGGPIL9PW7NdcZpjdXGdhbW0zWhJFQgE87S3rtCTeu3nYWdKklXaEtyRSoVAY3RcKhejatSs+/vhjjBkzhq8wCCGEkMeWTs9QWG5oNcyvGZeYWVyBlEJD0phaoEaZtrrRx0tENV3NjoaE0LlmpxWa3UwawlsSuX37dr6eihBCCHksMcZQWF6J1ALDjObaVsSMYjVylQ9eTBsABAJw+zbXXVTb30mODnaWEFNXM2km3sdExsTE4MaNGwCAnj17om/fvnyHQAghhLQ5jBlmN2eXNjy7OVepRWphOVSaxlsSAUAoABytZdx+zW4KS/g5WcHPyRp+TlbwcrCCTCzi6VWRxxlvSWReXh5eeOEFREREwM7ODgBQUlKCUaNGYffu3XB2duYrFEIIIcQsGGMoVlc1OLs5tbAc6krdA68hEAAeipoxiTXJoY+DFdwUhu5mB7mUWhMJL3hLIt966y2oVCpcv34d3bt3BwAkJCQgNDQUCxYswK5du/gKhRBCCDEZvZ6hWF2JrBINkmvGIaYUlCGl0DCJpbSiqtHHCgXg1kQ0zG6uM8PZRgYfRzl8HK1gIaGWRGJ+vK0TqVAocPz4cQwcONDo+IULFzBmzBiUlJTwEUaronUiCSGk/SlVVxl2WykoQ3phBXJrup3zVZqarmftA/dwdldYGI1F9HU0/OztYAWpmFoRifm0yXUi9Xo9JBJJveMSiQR6/YOXFCCEEEJMraHZzbVjEWu7novVjbck1uVkLb23DI6zHH41//o4yGEppZZE8ujjLYl86qmnsHDhQuzatQseHh4AgMzMTCxevBijR4/mKwxCCCHtXGlFFVJrxiDWHZuYXapBYXkldA+a3gzAzdYCvk6G7flcbS24JXBql8RxspZRiyJ57PGWRH799dd47rnn4OvrCy8vLwBARkYGevXqhZ9++omvMAghhLQD6spqpBao6yWKKQXlKCyvbPKxAgHgKK+7PqJhLGLtwtq+Tlawkpp9wzdCzI63vwIvLy9cvnwZx48fR2JiIgCge/fuCA4O5isEQgghjwGVpgrpRWpuS77aZXDyasYkZpdokKPUNHkNZxsZ/BzvzW72c7JCBzsruNjK4EizmwlpFt4m1jyOaGINIYS0vtrZzblKLdKLypFScG+3leSCchSUaZt1HYWlpN6C2rWJo41F/TH6hJA2NrHmxIkTmD9/Ps6fP18vmNLSUgwZMgRbtmzBk08+aepQCCGEtAHqyuqa7mVDd3NWSQVy68xuLijTokrXdPuGg1wKN9t7S+HUHY/oqrCAn6Mc9nIpT6+IkPbJ5Enk559/jtdee63BbFahUOD111/Hpk2bKIkkhJDHiLZah/RCNbeIdkqdRbVzlc1rSXSQS+Flb2loQbyvRdGWWhIJMTuTJ5FxcXH45JNPGj0/ZswY/Pvf/zZ1GIQQQlpJ7a4r949HzCnVcIliVklFk3s4O8il8HU0jEfsYG/JLabtYmtBs5sJeUSYPInMzc1tcH1ILgCxGPn5+aYOgxBCSAtUVuuRXqS+ty1fzTqJaYVq5Kk0D+xuBgAbmZhrRTT8WzOJxVEOhRW1JBLyqDN5EtmhQwfEx8ejU6dODZ6/evUq3N3dTR0GIYSQGpoqHdIK1cgqqUCeSlOzqLb23mxnlfaBLYkAYG8l4bboc7aRGdZOrFlQ29dRDidrKQQCAT8vihDCO5Mnkc888wxWrlyJcePGwcLCwuhcRUUFVq1ahYkTJ5o6DEIIaVeqdHpkFBkmriTn3xuXmFqgRlZpBZqzLoeVVGS020pta6KbwhLO1N1MSLtn8iV+cnNz0a9fP4hEIsyfPx9du3YFACQmJmLz5s3Q6XS4fPkyXF1dTRmGSdASP4QQc2GMQVlRjTyVBtmlmnqLamcUVzS584qNhRie9lZ1xiIaZjjX/lx7jloSCWlf2tQSP66urjh79izmzZuHFStWoDZnFQgEGDt2LDZv3vxIJpCEEGJK1To9MksquMQwrVCNnFIN192cr9JCW61v8hqWEhF8HK3g73xvt5Xa8YmOcupqJoT8PbzsWOPj44PDhw+juLgYt2/fBmMMnTt3hr29PR9PTwghbcr9s5u5MYkqjWFZnMJyZBSpmzV5xdZCDFdbC/g43pu44utkBX8na7jaUksiIcR0eN38097eHgMHDuTzKQkhxCx0eoasOi2JXFdzzeLazUkQZWIh14Lo42QFD4WlUdezs40MFhIRD6+GEELqox3kCSHkITHGkKvUGiWItZNY0gvVqNQ13d18/+xmFxsLeNpbct3ObrYWEAqpJZEQ0jZREkkIIQ3Q6xmySiuQWqBGjlJjtBROfs1SOLlKLSqqdI1eQyoWwtfRqt54RC8HK5rdTAh55FESSQhpl+rObs5TaZFRZBiLmFLTkphaqEblAyauAIBIKIC3g5UhWXSSw78mUfR1lMPDzhIiakkkhDymeEsilUplo1PFb9++3ehi5IQQ8jD0eoYcpcZo2Zu7xRUtmt0sEQng5WCFDnaWXHdz3TGJrrYyeNhZQiKiFkVCSPvDWxI5YcIEHD9+HDKZzOh4UlISRo8ejbt37/IVCiHkMcEYQ0FZJZckGrcklkNT9eCWRBsLMVxsDMmgf50uZ38na3jYWUBMCSIhhDSItyTS2toazz//PA4cOACx2PC0N27cwFNPPYXp06fzFQYh5BHBGINSU438mmVwapfAyVNqkaPUIK1QjZSCcpRpqxu9hri2q7mme9nbwRKuthY0u5kQQlqByXesqVVRUYHg4GB4enpi9+7duH79OkaPHo2QkBBs2rSJjxBaHe1YQ8jfU7teYkpBGVIK1EgpKENqgZqb6ayubHzSSi2BAOhgZ5jR7Oso58Yl+jnJ0cGeupoJIaQl2tSONbUsLS3x559/YuTIkZg+fTpOnTqFWbNmYcOGDXyFQAjhEWMM+WVapOTXjkXU3huPqLz384MSRVsLMVxsLeBsXTsW0dCK6O1oBf+amc7UmkgIIfwzaRKpVCqN7guFQuzZswdPP/00pk6dipUrV3JlqCWPkEdTiboSybVjEuusl5iSX47yZrQkAoaWRF8nK641sXZcYgc7S0oQCSGkjTJpd7ZQKGxwy626+2czxiAQCKDTNe/Dpi2h7mzSHpRpq5GnNLQa5taMReQmsRSUo0Rd1ehjBQLA094S3g5WcLWxgLNtnRnONjK42FrAXWFBiSIhhLQRbaY7++TJk6a8PCGkFZSqq5BSaGhJrG1RzCnVNLu7GQDcbC1qWhKtuf2b/Zys4OVgBZmYEkRCCHkcmTSJHDFihCkvTwhpAmMMqtpWxPtmN+eptLhbrEZqoRpF5ZUPvJZcKuLWSfR2tLq3+4qjHL5OVrCS0r4FhBDS3vD2zr99+3ZYW1tj2rRpRsf37t0LtVqN0NBQvkIh5LGi0lQZZjTXWSOxtkWxtKLxrua6XGxkRrutdLCz5LqbXWxkkMsoSSSEEGKMt0+GdevWYevWrfWOu7i4YO7cuZREEtKEikod0oqMu5wNk1jUKCjTNvnY2sW0XWwsjGY3uyksuAks1pQkEkIIaSHePjnS09Ph5+dX77iPjw/S09P5CoOQNqdcW83NaM4uuTcWMa/OMjgqTeMLagOAk7WsZiyi3KhF0duBupoJIYSYBm+fLi4uLrh69Sp8fX2NjsfFxcHR0ZGvMAjhXbm2uiYpNCSEmSUVRi2KeaqmWxJrKSwl9xJERzn8nOXwqxmTaGMhMfGrIIQQQozxlkTOmDEDCxYsgI2NDYYPHw4AiIyMxMKFC/HCCy/wFQYhrU5dWW20y0pKQTnSi9Rc0tic2c2Ocil8neTwtLc06np2rvOzLSWKhBBC2hDeksjVq1cjNTUVo0eP5vbO1uv1mDVrFtauXctXGIQ8FG21DhlFam5rvrpb9OUoNQ98vFwqMuy6YiODu8ICvo5y+Dvf26ZPYUkJIiGEkEcLb3tn17p58ybi4uJgaWmJgIAA+Pj48Pn0rYoWG388aKp0yCqpQL6qdhkcw1jE/JqlcNKKypFZXAF9E38pdlYSQ2JYMxbRx9EKrrYWcKXZzYQQQh4hbWax8YZ06dIFXbp04ftpSTunqdIhs6SCWwKH256voBxZpQ9uSQQMrYl+zve25audxOLnKIe9XGriV0AIIYS0LbwmkXfv3sWBAweQnp6OykrjBY43bdrEZyjkMaKpMnQ1JxeUI6NIjVxly2c3W0lF3FhE5zrL4LjYyOBpbwk/ZzmcrWUNbuNJCCGEtEe8JZHh4eF47rnn4O/vj8TERPTq1QupqalgjKFfv358hUEeUdU6Pe4WV3AtiLWTWJLzy5FVWoHmDMqwkoq4VsT7t+izt5JQgkgIIYS0AG9J5IoVK7B06VJ89NFHsLGxwW+//QYXFxeEhIRg3LhxfIVB2ihNla5mTOK9bfnSi9Rcl3N6kRrVTQxKtJGJ4ecsh4+jHG62NS2KNjUtirYyONtYwNZCTIkiIYQQ0kp4SyJv3LiBXbt2GZ5ULEZFRQWsra3x8ccfY9KkSZg3bx5foRAz0OkZMosrkFxQdm+3lUI1MovVzepuBgALibBOS+K9cYl+TnI4yqWUIBJCCCE84i2JlMvl3DhId3d33LlzBz179gQAFBQU8BUGMYEqnR6ZxRX3xiLeN7s5q7QCGUVqVOma7nOWiYU12/IZxiJ2sLPkFtT2c5bD1cYCQiElioQQQkhbwFsSOXjwYERFRaF79+545pln8K9//QvXrl3Dvn37MHjwYL7CIA9Jp2fIKqkwGotYO8v5bnEFdE2tf1NDKhbC19HKaLcVLwcruFJ3MyGEEPLI4S2J3LRpE8rKygAAH330EcrKyrBnzx507tyZZma3EZXVeuSXaZFeqDZaBieloBzphWpU6vSNPtZCIoSbrQU3u9nZWsa1KrrZWsDXyQruCkuIqCWREEIIeSzwvtj44+RRWmxcr2fIVmq48Yh3iysMXc51lsIpVlc1eQ2pSAjvmpZE//vWS3S1peVvCCGEkEddm1xs3N/fHxcvXoSjo6PR8ZKSEvTr1w/Jycl8hWJk8+bN2LBhA3JyctC7d2989dVXCAwMNEssf0dDs5uzS+8ljamF5dBWN96SWEsiEsBdYWk0aaX25mFHLYmEEEIIMeAtiUxNTYVOp6t3XKvVIjMzk68wjOzZswdLlizBli1bMGjQIHz++ecYO3YskpKS4OLiYpaYGqPXM+SqNEY7raQUqJFWWI5cpQbKZsxulogE8HKwqjMW0aLOEjiGrmc7SwlNXiGEEELIA5k8iTxw4AD389GjR6FQKLj7Op0O4eHh8PX1NXUYDdq0aRNee+01zJ49GwCwZcsW/Pnnn9i2bRuWL19ulpjud+5OIT46eB2pheXQVDXdkigVC2t2WqkZi6iwgI+jFdeS2MHOEmKRkKfICSGEEPI4M3kSOXnyZACAQCBAaGio0TmJRAJfX19s3LjR1GHUU1lZiZiYGKxYsYI7JhQKERwcjHPnzjX4GK1WC61Wy91XKpUmj1MqFiAxRwUAEAkF8LK3NFon0ddRDneFYUKLrSXNbiaEEEIIP0yeROr1htYzPz8/XLx4EU5OTqZ+ymYpKCiATqeDq6ur0XFXV1ckJiY2+Jh169bho48+4iM8Tjc3W2x7eQD8nKzhaW8JCbUkEkIIIaQN4G1MZEpKCl9PZTIrVqzAkiVLuPulpaXw9vY2eYvkAA9LADpUlJehwqTPRAghhJD2rDanac7iPSZPIs+dO4fCwkJMnDiRO/bjjz9i1apVKC8vx+TJk/HVV19BJpOZOhQjTk5OEIlEyM3NNTqem5sLNze3Bh8jk8mM4qz9RXt5eZkuUEIIIYQQnqlUKqN5LA0xeRL58ccfY+TIkVwSee3aNcyZMwcvv/wyunfvjg0bNsDDwwMffvihqUMxIpVK0b9/f4SHh3PjNvV6PcLDwzF//vxmXcPDwwMZGRmwsbFptbGISqUSXl5eyMjIaPNrT7ZHVD9tG9VP20d11LZR/bR9pq4jxhhUKhU8PDweWNbkSWRsbCxWr17N3d+9ezcGDRqE7777DoChFW/VqlW8J5EAsGTJEoSGhmLAgAEIDAzE559/jvLycm629oMIhUJ4enqaJDZbW1v6A27DqH7aNqqfto/qqG2j+mn7TFlHD2qBrGXyJLK4uNho8kpkZCTGjx/P3R84cCAyMjJMHUaD/vnPfyI/Px8ffPABcnJy0KdPH/zvf/+rN9mGEEIIIYQYM/lUX1dXV25STWVlJS5fvozBgwdz51UqFSQSianDaNT8+fORlpYGrVaL6OhoDBo0yGyxEEIIIYQ8KkyeRD7zzDNYvnw5Tp8+jRUrVsDKygpPPvkkd/7q1avo2LGjqcN4ZMhkMqxatYr3iUakeah+2jaqn7aP6qhto/pp+9pSHQlYc+Zw/w0FBQWYMmUKoqKiYG1tjR9++AHPP/88d3706NEYPHgw1qxZY8owCCGEEEJIKzJ5ElmrtLQU1tbWEIlERseLiopgbW0NqVTKRxiEEEIIIaQV8JZEEkIIIYSQxwftoUcIIYQQQlqMkkhCCCGEENJilEQSQgghhJAWoySyDdm8eTN8fX1hYWGBQYMG4cKFC+YOqV1at24dBg4cCBsbG7i4uGDy5MlISkoyKqPRaBAWFgZHR0dYW1tj6tSp9fZhJ/xYv349BAIBFi1axB2j+jG/zMxMvPTSS3B0dISlpSUCAgJw6dIl7jxjDB988AHc3d1haWmJ4OBg3Lp1y4wRtx86nQ4rV66En58fLC0t0bFjR6xevRp1p0hQ/fDr1KlTePbZZ+Hh4QGBQIDff//d6Hxz6qOoqAghISGwtbWFnZ0d5syZg7KyMpPGTUlkG7Fnzx4sWbIEq1atwuXLl9G7d2+MHTsWeXl55g6t3YmMjERYWBjOnz+PY8eOoaqqCmPGjEF5eTlXZvHixTh48CD27t2LyMhIZGVlYcqUKWaMun26ePEitm7diieeeMLoONWPeRUXF2Po0KGQSCQ4cuQIEhISsHHjRtjb23NlPv30U3z55ZfYsmULoqOjIZfLMXbsWGg0GjNG3j588skn+Oabb/D111/jxo0b+OSTT/Dpp5/iq6++4spQ/fCrvLwcvXv3xubNmxs835z6CAkJwfXr13Hs2DEcOnQIp06dwty5c00bOCNtQmBgIAsLC+Pu63Q65uHhwdatW2fGqAhjjOXl5TEALDIykjHGWElJCZNIJGzv3r1cmRs3bjAA7Ny5c+YKs91RqVSsc+fO7NixY2zEiBFs4cKFjDGqn7Zg2bJlbNiwYY2e1+v1zM3NjW3YsIE7VlJSwmQyGdu1axcfIbZrEyZMYK+88orRsSlTprCQkBDGGNWPuQFg+/fv5+43pz4SEhIYAHbx4kWuzJEjR5hAIGCZmZkmi5VaItuAyspKxMTEIDg4mDsmFAoRHByMc+fOmTEyAhjWOAUABwcHAEBMTAyqqqqM6qtbt27w9vam+uJRWFgYJkyYYFQPANVPW3DgwAEMGDAA06ZNg4uLC/r27YvvvvuOO5+SkoKcnByjOlIoFBg0aBDVEQ+GDBmC8PBw3Lx5EwAQFxeHqKgojB8/HgDVT1vTnPo4d+4c7OzsMGDAAK5McHAwhEIhoqOjTRab2GRXJs1WUFAAnU4HV1dXo+Ourq5ITEw0U1QEAPR6PRYtWoShQ4eiV69eAICcnBxIpVLY2dkZlXV1dUVOTo4Zomx/du/ejcuXL+PixYv1zlH9mF9ycjK++eYbLFmyBO+++y4uXryIBQsWQCqVIjQ0lKuHht7zqI5Mb/ny5VAqlejWrRtEIhF0Oh3WrFmDkJAQAKD6aWOaUx85OTlwcXExOi8Wi+Hg4GDSOqMkkpAmhIWFIT4+HlFRUeYOhdTIyMjAwoULcezYMVhYWJg7HNIAvV6PAQMGYO3atQCAvn37Ij4+Hlu2bEFoaKiZoyO//PILdu7ciZ9//hk9e/ZEbGwsFi1aBA8PD6of0iLUnd0GODk5QSQS1Zs9mpubCzc3NzNFRebPn49Dhw7h5MmT8PT05I67ubmhsrISJSUlRuWpvvgRExODvLw89OvXD2KxGGKxGJGRkfjyyy8hFovh6upK9WNm7u7u6NGjh9Gx7t27Iz09HQC4eqD3PPN4++23sXz5crzwwgsICAjAzJkzsXjxYqxbtw4A1U9b05z6cHNzqzcRt7q6GkVFRSatM0oi2wCpVIr+/fsjPDycO6bX6xEeHo6goCAzRtY+McYwf/587N+/HydOnICfn5/R+f79+0MikRjVV1JSEtLT06m+eDB69Ghcu3YNsbGx3G3AgAEICQnhfqb6Ma+hQ4fWWxbr5s2b8PHxAQD4+fnBzc3NqI6USiWio6OpjnigVqshFBp//ItEIuj1egBUP21Nc+ojKCgIJSUliImJ4cqcOHECer0egwYNMl1wJpuyQ1pk9+7dTCaTsR07drCEhAQ2d+5cZmdnx3JycswdWrszb948plAoWEREBMvOzuZuarWaK/PGG28wb29vduLECXbp0iUWFBTEgoKCzBh1+1Z3djZjVD/mduHCBSYWi9maNWvYrVu32M6dO5mVlRX76aefuDLr169ndnZ27I8//mBXr15lkyZNYn5+fqyiosKMkbcPoaGhrEOHDuzQoUMsJSWF7du3jzk5ObF33nmHK0P1wy+VSsWuXLnCrly5wgCwTZs2sStXrrC0tDTGWPPqY9y4caxv374sOjqaRUVFsc6dO7MZM2aYNG5eksiEhAT2wQcfsFGjRjF/f3/m5ubGAgIC2KxZs9jOnTuZRqPhI4w276uvvmLe3t5MKpWywMBAdv78eXOH1C4BaPC2fft2rkxFRQV78803mb29PbOysmLPP/88y87ONl/Q7dz9SSTVj/kdPHiQ9erVi8lkMtatWzf27bffGp3X6/Vs5cqVzNXVlclkMjZ69GiWlJRkpmjbF6VSyRYuXMi8vb2ZhYUF8/f3Z++99x7TarVcGaoffp08ebLBz53Q0FDGWPPqo7CwkM2YMYNZW1szW1tbNnv2bKZSqUwat4CxOkvUt7LLly/jnXfeQVRUFIYOHYrAwEB4eHjA0tISRUVFiI+Px+nTp6FUKvHOO+9g0aJFkMlkpgqHEEIIIYS0EpMmkX5+fli6dClCQkLqLbdR17lz5/DFF1/giSeewLvvvmuqcAghhBBCSCsxaRJZVVUFiURisvKEEEIIIcQ8TDo7WyKRICUlpUXlCSGEEEJI22fSlkjAsH2fj48PRo0axd3qrrlHCCGEEEIePSZPIiMiIrhbdHQ0Kisr4e/vj6eeeopLKu/fyocQQgghhLRtJk8i69JoNDh79iyXVF64cAFVVVXo1q0brl+/zlcYhBBCCCHkb+I1iaxVWVmJM2fO4MiRI9i6dSvKysqg0+n4DoMQQgghhDwkXpLIyspKnD9/HidPnuS6tb28vDB8+HAMHz4cI0aMgLe3t6nDIIQQQgghrcTkSeRTTz2F6Oho+Pn5YcSIEXjyyScxYsQIuLu7m/JpCSGEEEKICZk8iZRIJHB3d8fkyZMxcuRIjBgxAo6OjqZ8SkIIIYQQYmImTyLLy8tx+vRpRERE4OTJk4iNjUWXLl0wYsQILql0dnY2ZQiEEEIIIaSV8T6xRqVSISoqihsfGRcXh86dOyM+Pp7PMAghhBBCyN9g0h1rGiKXy+Hg4AAHBwfY29tDLBbjxo0bfIdBCCGEEEL+BpO3ROr1ely6dInrzj5z5gzKy8vRoUMHo11sfHx8TBkGIYQQQghpRSZPIm1tbVFeXg43NzcuYRw5ciQ6duxoyqclhBBCCCEmZPIkcuvWrRg1ahS6dOliyqchhBBCCCE8MvmYyNdffx1dunTByZMnGy2zefNmU4dBCCGEEEJaEW8Ta6ZMmYKYmJh6x7/44gusWLGCrzAIIYQQQkgr4C2J3LBhA8aPH4/ExETu2MaNG/HBBx/gzz//5CsMQgghhBDSCsR8PdGrr76KoqIiBAcHIyoqCnv27MHatWtx+PBhDB06lK8wCCGEEEJIK+AtiQSAd955B4WFhRgwYAB0Oh2OHj2KwYMH8xkCIYQQQghpBSZNIr/88st6xzp06AArKysMHz4cFy5cwIULFwAACxYsMGUoJqHX65GVlQUbGxsIBAJzh0MIIYQQ8rcwxqBSqeDh4QGhsOlRjyZd4sfPz69Z5QQCAZKTk00VhsncvXsXXl5e5g6DEEIIIaRVZWRkwNPTs8kyJm2JTElJMeXlzc7GxgaA4Rdta2tr5mhaD2OMWlYJIYSQdkipVMLLy4vLcZrC65jIx01tomVra/tYJJGaKh0mfhUFR7kUu+cOpkSSEEIIaaeakwOYdImf9evXQ61WN6tsdHQ0LfVjZpfTi3E7rwzRKUW4nF5i7nAIIYQQ0oaZNIlMSEiAj48P3nzzTRw5cgT5+fncuerqaly9ehX/+c9/MGTIEPzzn/9sVtMpaR51ZTXiM0tb9JgrdRLHA7GZrRwRIYQQQh4nJk0if/zxRxw/fhxVVVV48cUX4ebmBqlUChsbG8hkMvTt2xfbtm3DrFmzkJiYiOHDh5synHbl0/8lYeJXUfjrek6zH3MlvZj7+dDVbFTr9KYIjRBCCCGPAZOPiezduze+++47bN26FVevXkVaWhoqKirg5OSEPn36wMnJydQhtEtX75YAAI4l5GJMT7cHlmeMcS2RIqEAheWVOHOnECO6OJswSkIIIYQ8qnibWCMUCtGnTx/06dOHr6ds13JKNQCAC6lFzSqfXqRGYXklpCIhpvTrgN0XM/BHbCYlkYQQQghpEG97ZxP+6PQMuSotACCtUM0llE2pbYXs4WGLaQMM60Idjc9BRaXOZHESQggh5NFFSeRjqLBMC53+3hryzWmNvFwzHrKftz36edvD094S5ZU6hCfmmixOQgghhDy6KIl8DGXf1/J4IaXwgY+pbYns620HgUCASX08AAB/xGa1enyEEEIIefRREvkYqk0ia9cJvZDSdEtkRaUON7KVAAxJJABM6tMBABCRlIdSdZVpAm0CYwwm3JGTEEIIIX8TJZGPoVylIYkc6OsAALiZW4bi8spGy1/LLEW1nsHFRoYOdpYAgC6uNujmZoMqHcOR+GzTB11HnkqDoHUnMPP7C6iiZYYIIYSQNom32dnPP/98g1voCAQCWFhYoFOnTnjxxRfRtWtXvkJ6bNW2RPZwt0VxeSVu5ZXhYmpRo0v91K4PWduVXWtSnw5I/F8i/ojNwguB3qYPvMb/O52CHKUGOUoNNh27iWXjuvH23IQQQghpHt5aIhUKBU6cOIHLly9DIBBAIBDgypUrOHHiBKqrq7Fnzx707t0bZ86c4Sukx1ZOaQUAwF1hgUA/Q2tkU13ateMh+3nbGx1/trc7AOB8SmGzZni3hhJ1JX46n8bd/ybiDk7dzG/iEYQQQggxB96SSDc3N7z44otITk7Gb7/9ht9++w137tzBSy+9hI4dO+LGjRsIDQ3FsmXL+ArpsVXbEulWN4lsZIY2Y4ybmd33viTS094KA33twRhwMO7hJtjEZ5biPxG3oalq3lJBO86mQl2pQ3d3W4QMMrR+LvklFnkqfpLYurJLK/DCt+ew5s8E2r2HEEIIuQ9vSeT333+PRYsWQSi895RCoRBvvfUWvv32WwgEAsyfPx/x8fF8hfTYqh0T6WZ7L4mMzyxFmba6XtmsUg3yVFqIhQIEdFDUO187weaPuJbvpc0Yw8LdV/Dp/5Kw8a+kB5Yv11Zjx9lUAMCbIzti5cQe6OZmg4KySvzrlzjo9fxNtNHpGRbujsX55CJ8dzoFc/8bA3Vl/d8fHxhjuJhahIIyrVmenxBCCGkIb0lkdXU1EhMT6x1PTEyETmdopbKwsGhw3CRpPsYY1xLprrCEu8IS3g5W0DMgJq24XvnLNce6u9vCUiqqd/6ZAHeIhQLEZypxO6+sRbFcvVuKO/nlAIBtZ1IRn1naZPldF9JRoq6Cr6MVnglwh4VEhK9f7AsLiRCnbxVg66nkFj1/XWXaatzMVTW7/FcnbuFCShGspCLIxEKcSMzDi99Fo6iJCUqmwBjD6kM3MG3LOTz17wj8FnPXbLPWtdU6HIjLQnqh2izPTwghpG3hLYmcOXMm5syZg88++wxRUVGIiorCZ599hjlz5mDWrFkAgMjISPTs2fOB1/rwww+5cZW1t27d7k2+0Gg0CAsLg6OjI6ytrTF16lTk5hovmp2eno4JEybAysoKLi4uePvtt1FdbZ6WptZUoq6CttrQ9epiKwNwb5Z2Q+tF1l0fsiEOcimG12x9eKCFXdr7rxhaL0VCAXR6hnf3XzNaBL0ubbUO39YkifNGdoRIaPgy0cnFBh89Z/g/8e+/khpMhB9EW63D85vPYMxnp7D55O0Hlo9OLsSX4bcAAGue74WfXxsEOysJYjNK8I9vziKj6OGTqHyVFtezmk6mazHGsPbwDWw7kwIAUGqq8a+9cXj1h0tcazNfcpUavPDteSzYdQVPbYzAB3/Em2WIAQAcvZ6Df249h03HbiJfZb7WWaWmCieT8pDHc100hJbDIoSYA2+zsz/77DO4urri008/5RI6V1dXLF68mBsHOWbMGIwbN65Z1+vZsyeOHz/O3ReL772UxYsX488//8TevXuhUCgwf/58TJkyhZu0o9PpMGHCBLi5ueHs2bPIzs7GrFmzIJFIsHbt2tZ6yWaRU/OB5iCXwkJiaFkc5OeA3y7fbXByzZWMezOzGzOpjwdOJObhQGwmFgd3blZrcZVOzyWd66cEYPWhBFy9W4ofzqbilWF+9cr/FpOJPJUW7goLPN/X0+jc9AFeiLpdiINxWViw6woOL3wSCkvJA2Oo9U3EHdyqaUXdcDQJej3DW6M7N1i2uLwSi/bEQs+AKf06cLH8+kYQQrddRHJBOaZ8cxY7Zg9ET4/63f9NSSssx/P/OYui8krMCPTGyondYSVt+E+QMYZP/peE704bEsjVk3pCqanGF8dvITwxD09visSHz/XE8307tLj1vkqnx8a/biJPpcH8UZ3g72zdZPnL6cV4478xyFNpIRUJUanT48dzadh76S7mDPPD3BH+sLVofn3UdSGlCNpqHYZ2dIJQ2PTrKC6vxIcHr3ML4EenFGFLxB0818cDc4b5obu77UPFAACaKh30jDVaH3Xp9Ay7L6Zj4183UVReCZFQgJFdnDFtgCee6uYKqZi/ldNi0orx+fGbOJ9ciD5edngmwB3je7nDTWHBWwyAYfzwD2fTcPVuCfp62+Gpbi7o42XPfRnkS0WlDoeuZuF2Xhn6eNkhqKMj7KykvMYAAHo9Q3RKEe4Wq9HHyw6dXKzN1suWnF+GgrJK9PSwhVzG20d+PSXqSpRX6uChMG+PY2W1HnrGuM9H8vcImBm+wiqVhoWtbW0f7k3/ww8/xO+//47Y2Nh650pLS+Hs7Iyff/4Z//jHPwAYusy7d++Oc+fOYfDgwThy5AgmTpyIrKwsuLq6AgC2bNmCZcuWIT8/H1Jp8950lEolFAoFSktLH/q1tLaTiXmYveMierjb4vDCJwEAqQXlGPnvCEhFQlz9cAz3x6Ot1iFg1V+o1OkR+fZI+DjKG7xmubYaA/7vOCqqdPg9bCj6eNk9MI7jCbl49cdLcLKW4fyKp/DLpbt4d/81yKUiHFsyAh4161ECQLVOj6c2RiK9SI2VE3tgTgNJplJThYlfRiG9SI3xvdzwn5B+zXojSikox9jPTqFSp0dwdxccv5EHAFgU3BmLgrsYlWWMYe5/Y3AsIRd+TnIcemuY0ZturlKD0G0XkJijgrVMjK0z+2NoJ6cHxgAAReWVmPrNWaQUlHPHOjrL8eWMvvWSUcYYNv51E1/XtJquntQTM4N8AQBJOSos3RuHazVDA4K7u2Dt8wFwsW1e0lCurcabOy8jsmbGu1gowMwgHywc3bnBD9s9F9Ox8vfrqNTp0cXVGt/OHICs0gp88r8kxGWUAADsrCQIG9kJM4N8mv3GrKnSYc2fN/Dfmpn4XVytMXd4RzzX26PBJOyv6zl4d388Csq0EAqAFwd5IyFLics1LekAMLSTI+YM88PILi4PTEhraat1+DYymftdPxPgjhcGeiHQz6HB/19nbxfg40MJSMwxDI2wt5KguM5i/A5yKSb18cA/+nu26EtGZbUeey6mY9uZVEhEAkwI8MDE3u7o2EiCX5s8nr5V0OD5/j72NQmlm9Hf2oNU6fQ4EJuFXy5lwNZSguDuLniqmyucbWQNlr96twTfR6Xgz6vZqL6vl8HeSoKRXV0wqpsLRnR2hsKq+V80qnR6/HU9F4evZcPJWoonOztjcEdHWDeSBCVkKbHrQjp+v5IJVZ2x3wIBENBBgSEdnTCskxMG+Nq3KHmo0ukRmZSPE0l5cLe1wCB/R/T2UkAmbvgaN3NV2Hc5E3/EZhrtHGZvJcFAXwcE+hluPdxtIRY1/8tGlU6Ps3cKce5OIbwcLNHP2x5dXG0aTdJv56nw59UcHL6WjaSaYTxCgWH9334+9ujrZYe+3vbwd5I3+2+lNo7o5CLE3S2Bt4MVenvawcvBstH34jv5ZTiekIvjN3IRk1YMPTP8LgI87fBEBwUCPBV4wlMBN9uWJZZVOj0upRYjMUcJX0c5enawhYtN4++BKQXliEzKQ8TNfJxPLkSVjqGjsxw93G3Rw8MWPdwV6OFhCwd5y75wVOn0iM0oQXJ+GfycrNHVzabRBg7GGNIK1Yi6XYAztwtwPtnQM9jVzQZdXW3Q1c3W8LObTaP/z/nSktzGLEnk3/Xhhx9iw4YNUCgUsLCwQFBQENatWwdvb2+cOHECo0ePRnFxMezs7LjH+Pj4YNGiRVi8eDE++OADHDhwwCgJTUlJgb+/Py5fvoy+ffs2+LxarRZa7b3uM6VSCS8vL5MmkdHJhVh7JBEeCgt881L/B5b/OTod7+6/htHdXPD9ywMBGP7zDlobjjyVFrvnDsZgf0cAhhamKf85Cwe5FDHvBzf5R7xw9xX8EZuFl4f44sPnHjzkIGznZfx5LRtzhvlh5cQe0OsZpm89h0tpxQju7orvZvXnnu+P2Ews3B0LeysJzix/qtHWoLiMEkz95iyq9QwfPdcToUN8m4yBMYaXvo/GmduFeLKzE358JRBbIpPxyf8MY3MXjO5s1LL647lUfPDHdUhEAux/cyh6NTDRSKmpwtwfL+F8chEkIgHWPh+AaQO8moxDU6VDyP+LRkxaMTrYWWL5+G5YfSiBa9l7Z1xXvDLUj3sz//z4TXx+3NCdvurZHpg91DiprtbpsfVUMj4/fhNVOgaFpQQrxnfD9AFeTX4g5Kk0eGXHRcRnKmEpEaGfjx3O3Da8kSksJVg4ujNeGuwDqViIKp0eqw8l4MdzhiRvbE9XbJzeh3tzY4zh6PVcbDiayI17dVdY4M2RHTFtgFeTH9RJOSos2HWF+3CzkoqgrtRx15gzzA8zAr0hl4lRoq7ERwcTuKERnVys8e9pvbkvMpfTi/F9VAr+F5/DDZXwd5bjpUE+mNrfs8kW66hbBfjgj3gk10nsa/k7y/HCQC9M7ecJR2sZUgvKsebwDRxLyOV+X4uCDb+vtEI1fo25i32X7yKvTvd6D3dbPN+3A57t7dFoy6BOz3AgLhObjt1ERlFFvfM93G3xbG8PTHzCHV4OVvWSR7FQgH/098QLgd64nFaMw9eycem+IR99vOwwtqcbxvR0bTQpLddWY/fFDHx/OhlZ9y3nJRAYrhHc3RXB3V3RycUaxxJysS0qxWjVh0A/B4zr6YbL6cWIvJkPleZeMicSCtDf2x4jujpjeGdn9PSwbfD/ak6pBrsupGPXhXSj32Xta+3nbY9hnZ0wrLMTOrlY48i1bPx8IYP7QgMA3g5WGOzvgCvpJVwPRC2pWIj+3vYI6uiIwf6O6ONl1+CXlsQcJX69dBe/x2aioMx4HLRMLERfbzsM8nPEIH8HeNlb4ej1HOy7nImEmp2/AMDGQoxubja4llkKTZXx6g5yqQj9fOzRv+bW19u+XuKg0zNcSCnCwatZ+F98Tr3x2NYyMfp42aGfjz36edvByVqGYwmGxLvu6xYLBXC0liJXWX/oh62FGH287dHHU4HeXnbo7WW4Tl0VlTpE3szHX9dzEJ6Yh9IK4x3MapPC3p4KBHRQwMZCgpNJeTiekFvvb0ssFNT7sgEATtZSBHRQoFcHBXp6KNCrgy062BknpwVlWkQk5eNkYh5O3TL+/wUAzjYy9PSwrbkpIBUJcepWPiJv5iOtmeO43RUW6O5ui25uNujubovu7rbwc5JzyTpjDCkF5Yi6XYBTNw2J4P0TVj0UFuhWc42ubjYAgDO3C3DmdiEyS+r/jTfE094SXV1t0KUmwezsao2Ozta8tZ62ySQyNzcXS5cuRXh4OPLy8uqN4amdXNMcR44cQVlZGbp27Yrs7Gx89NFHyMzMRHx8PA4ePIjZs2cbJXsAEBgYiFGjRuGTTz7B3LlzkZaWhqNHj3Ln1Wo15HI5Dh8+jPHjxzf4vB9++CE++uijesdNmUTGpBVh6jfn0MHOEmeWP/XA8puO3cSX4bfw4iBvrH0+gDs+/+fLOHQ1G0ue7oIFNV25/+90Mv7vzxsI7u6C/xc6sMnrRiTl4eXtF2ElFeHUO6PqvdHUVVpRhYFrjqOyWo9Dbw3jkrGbuSpM+PI0qnQMW17qj3G93KDXM4z/4jSSclX419NdGu1mrvXdqWSsOXwDQgHwnxDDNRpTm5xKxUL8tWg4fJ0MLa3fnrqDtYcNieT8UZ3wrzFdcCNbhcn/OYPKan2jraG1tNU6LPklDn9eNezkMyPQG6ue7dHgH7hezxD282Ucic+BrYUY+94cgk4uNigqr8Q7v17F8RuGpGR4F2f8e9oT2HMhAxuP3QQAvD+hO1590r/ROO5vleztZYfVk3riCU+7emXv5JchdNsF3C2ugKNcim0vD0RvLzucvpWPNX/e4FrW/JzkWBTcGT9HpyO6ZvjDkqe7YP6oTg1+6Ffr9Nh3OROfHb/Jtby42Mgwd7g/Qgb5GE3WYozhp/Np+L8/b0BbrYeTtQwbpxsSwp3RadgWlcrNQFdYSvB83w44fC0beSpD6+Pc4R2xKLhzg7/nzJIK/HA2FbsupHMfLhYSISb17oCXBvsgwPPeF4I8pQar/7zBLVvlbCPD+xO6w9vBCnsuZuBAXBaX1EpEAgT6OeBCShGqdAwioQAvDfLGouAusL+v1aJap8fpWwXYG5OBYwm5qNIZ3uMEAmCwnyMm9/XAuF7uUFhKwBhD+I08bDiaxCXTzjYyvPVUJ8ilYhy8moWoWwVGH7g+jlbch2Ft8hg2qhO8HKyM4sgp1eB/8dk4fC0HF9OKUPettqOzHGN6umFMD1f09rRDSUUVdpxNxY/nUlFS06LqbCPDy0N8odMzHL+Ri6t3jcfw1k36xUIBnu3tgVeG+hn9jqt0esSkFeNkYh5OJObVS+Yc5VI82dkJw7s4Y1hnJ9zJK8d/z6fi6PVc7suAk7UM/+jviTJtFU7fKmgyERALBRjb0w0zAr0xpKMj9381V6nhPsDP3C7ghvvUspAIMcDHAYP9HTDQ1wGJOSr8GnOX+5syxCHFMwHuKCjTIjq5CIVNTK6TiAQY2dUFU/p2wKhuLrCQiFBZrUd8VikuphThQkoRLqYWQXlfAiQUAN3cbDHA1x5PeNrhelYp/ryabZRIO8qlGNnVBTnKCsSml6C8svHPTIlIgGGdnPBMgDvG9HCDwkqCnFINYjOKcSW9BJfTi3H1bik3fr6uDnaW6ONth+5uNrh6txSnbuUbJcGOcikG+zvibrEaN7JVqGxi+TOJSIDB/o54uocrRnd3hZO1FEk5Kly9W4prd0txNbMUN3NVDY6Vt7OSoJeHAv7OcsTdLcXVuyVG/5cd5FL09bJDWpEayfllaGrxDolIgIG+DhjRxRkju7rA1lKMG9lKJGQpkVDzb2oj/79kYiG6utnAy94KsRkl9RJBeysJurvbIq1Q/cAkUSISoK+3PYZ1csLQTo6QiUVIzFEhKUdZ86+q3penWkIB4OskRxcXG4wPcONWTjGFNplEjh8/Hunp6Zg/fz7c3d3rtXpNmjTpoa9dUlICHx8fbNq0CZaWliZLIs3REllYpkX//zOM/UxcPe6B30Te+TUOv1y6Wy8h+++5VKz84zqGdXLCT68OAgCE/XwZf17NxttjuyJsVKcmr8sYw+TNZxB3t/SBrZG7LqRjxb5r6OJqjaOLhhvV9b+PJuHrk7fhZmuBY0uGIzq5CK/+eAlyqQhnl49+YJcXYwwr9l3D7osZkIqF+PGVQK5lta5SdRVGb4owLA/UQHJam0ADwGtP+uFEYh7u5JfjqW4u+D50wAO7VvR6hq9P3sZnx2+CMUOX2X9C+tX7QP+/Qwn4f1EpkIqE+O+cQAyqEytjDD9Fp+P/DiVAW62HtUzMfatdMb4bXh/RsckYAMOH9Q9nU/H58Vso01ZDIABeGOiNd8Z25ZKcS6mG33HtzPcdswO5hBowtHj8cikDG/9KMmp1sZaJ8dk/++DpHq4PjENTpcOeixnYEnmHSyYd5VK8+qQ/Zgb5oKpaj3d+u8q15I3s6ox/T+tt9GVEU6XD/iuZ+PZUcr1u/39P611vHdOGlGmrsf9KJnaeT+MSYwDo7alAyCAflFdWY+NfN1GmrYZQAMwK8sWSMV2MxnSWaatxMC4Luy+kI65OAjW8izNWTuiOzq42D4yjuLwSh65l448rmUYtg1KxEE91dUGeSsN1xdtaiPHGyI54eYivUSt8cXkl/nc9BwfjsnA+uRB61nTy2JA8pQZ/JeTir4RcnLtTwCW2gCHZV2qquATB19EKr4/oiOf7djB6n8lVahB+Iw/Hb+TizO0CaKv1sLOS4MVAb8wK8m3W+MuMIjUibubj1M18nL1d0GQCNNDXHjODfDGup5tRK2F6oRqnb+cj6pahO1CpqYavoxVeCPTG1H6ejXa512KMIbmgHGfvFOJ8ciGikwvrtTLWEgsFGN3dBdP6e2FEV2dIarqeGWO4k1+G88lFiE4pQnRyIfJUWvT3scfkvh0wMcC93peL++n1DEm5KlxKLcKltGJcSi1uNPmwtRBjfC93TOztjiB/R64LXKdnSMpRISa9GFfSihGTXoycUg2GdXLC+AB3PN3d9YHvpVU6PW5kKxGXUYLYjFLE3S1pdAUOT3tLQ2t2D1cM8HXgWua01Tok5agMSV5GCa7eLUWxuhJDOzkhuLsrhndxgs0DxktrqnRIyFbiemYp4jOViM8yJJZ1/6/W6tXBFqNqhkj09rTj4lBXVuNGtgoJWaW4nqXE9SwlyiurEeTviJFdXRDUxFCIWmXaatzIViIxW4mEbBVuZCuRlKNCxX1rHEtEAgzwccCTXZzwZCfjVvXSiiok1SSFN3IM19DpGQb5OWBoJycE+jk8cNx1cXklEnNUuJVnSCpv5ZYhKVdl1AL8xoiOWD7edDu5tckk0sbGBqdPn0afPn1Mcv2BAwciODgYTz/9tMm6s+/Hx5hIxhh6f/QXlJpqHF00nGseb8zM76Nx+lYBNvzjCaNu1qQcFcZ+fgpWUhHiVo2BRCTE0PUnkFlSgZ9fHYQhzRjbd+Z2AUL+XzSkIiHC/zWi0Q+x6VvO4UJqEZaP74Y37kuENFU6jPv8FFIL1QgN8kHc3VLEZpTg9RH+WDG+ezN+I4YWnzd3XsZfCbmwkYmx5/Ug9PAw/v2/t/8adkanw99ZjiMLn2xwDNO2qBR8fCiBu+9iI8ORhU/CsYlW1vudupmPhbuvoFhdBYWlBJ+/0AejuroAAHacScGHBw3X/+KFPo1+c7yZa+jerU16mpPU3y9PqcG6I4lct6+dlQRvj+0KByspFu2JhbZaj95edtgWOqDR16fSVGFL5B18dzoFnnaW+HZWf3RyeXDCVFdltR6/Xb6L/0Tc5rpnFZYSyMRCrvt+2fhumD3Et9Gud52e4VhCDn6+kIGADrZ466mGWx+bwhhDTFox/ns+DUeu5dRrLentZYc1k3s1OGShroQsJU4m5aFXBwWGd3Z6qAkBGUVqHIjLwu9XMo1a5CwkQswe6oc3hnd84Ad+nkqDmNRi9OqgaFby2BClpgoRSYZuyYikfO4LS0AHBeaN7IixPd0eOBFGXVmNm7ll6OJq3axJSA2prNbjcnoxTt00dDVez1LCSirC5L4dMHOwT7MmSOn0DDlKDdxtLVo0pq8uxhhu55XhXLJhrOGltGK42MgwtZ8nJvXxaNb7AGMMmip9g8ujtUROqQYxacW4lFaEa3dL4WlviWd7e+DJzs68TtRSaqoQf7cUVzJKkJijgp+THGN7uqKHuy2vk2G01TrczClDfFYpbucZ/r+N7OoC12aO/W4tej1DWpEaN7KVSCtUo5ubDQb5PzgRbG2MMeSptLiZa0gs+3obhkGYSptMInv06IGdO3c2O0FribKyMnh7e+PDDz9EaGgonJ2dsWvXLkydOhUAkJSUhG7dutWbWJOdnQ0XF8MH/rfffou3334beXl5kMmal0TwNbFm0tdRiLtbii0v9cO4Xu5Nlh3zWSRu5pbhpzmDMKzzvcRQr2fo93/HUKKuwu9hQ+GusMCgteEQCoCrH45t9kDekP93HmduF2JqP09snN673vmMIjWe/PQkBALg7PKn4K6oP6i/NhmtJRULEbVsVJMDo++nqdJh1vcXcCG1CM42Mvz2xhB4Oxo+XC+nF2PqN2fBGLDrtcEI6li/pbLWD2dTserAdQgEwM5XB2FIx+ZNlKnrbrEaYTsvI+5uKQQC4K2nOqOHuw3m7bwMxoB3xnXFmyObTgo1VTrsOJvKdeE9rAspRfjgj3ijVjgAGN3NBV+92LdZb37l2mrIxMIWDfy/X7VOjz9is7A54jaSa8ZM+jvL8VUDE4lMrbBMi18u3cXPF9Kg0lTj7bFd8cJAb95nDjPGcCNbhUNXsyAUCDAryKfZE6Jam7Zah4spxbCUCtHP296ss2VL1JWQiUV/OxEjhLSONplE/vXXX9i4cSO2bt0KX1/fv3WtpUuX4tlnn4WPjw+ysrKwatUqxMbGIiEhAc7Ozpg3bx4OHz6MHTt2wNbWFm+99RYA4OzZswAM4y/79OkDDw8PfPrpp8jJycHMmTPx6quvtmiJH76SyEW7r+D32KxmJSMBHx6FSlON40uG12tFeu3HSziWkIt3n+kGbwcrvPHTZXRzs8H/Fg1vdiyxGSWYvPkMhALg6KLh9br2vgy/hU3HbmJoJ0fsfHVwo9dZsicW+2pazV4a7I3/mxzQaNnGlFZU4Z9bzyExRwVfRyv8Om8I7CwlmPhVFBJzVI0muveLrpklN6iBbvHm0lbrsPpQAn46n250/MVB3lgzuRevH9LVOj3+ez4Nm/66CZW2GjMCvbF6Us+/lRQ+LJ2e4X/xOUgvUiN0iA/v3+DrYoxBz8B78kgIIY+SluQ2vL2j//Of/4RarUbHjh1hZWUFicS4+6aoqOG9nRty9+5dzJgxA4WFhXB2dsawYcNw/vx5ODsbFsX+7LPPIBQKMXXqVGi1WowdOxb/+c9/uMeLRCIcOnQI8+bNQ1BQEORyOUJDQ/Hxxx+3zottZX5OhhmVqQ3MIq2rTFvNTSpwa6AFMNDXAccScnEhpYgbC9SccWZ1GWZ6uuLo9Vz8+68kbJ05gDvHGOO6U6f0bbo17b0J3XHqlqFL7fXhDx771xCFpQQ/vhKIKd+cRWqhGi9vv4Dg7q5IzFHBzkqCd59p3piRv5M81pKJRfi/yQHo522Pd/dfg6ZKj1FdnfHxcz15b+URiwzdpJP6dEBKQTn6eduZraVJJBRgwhNNt57zRSAQQET5IyGEtBreksjPP/+81a61e/fuJs9bWFhg8+bN2Lx5c6NlfHx8cPjw4VaLyZR8nQzdtCkPSCJzaiY02MjEDXZP1+6jfSGliFvbrl8Ti4w3ZumYrjiWkIuj13NxJb2YS0RjM0qQUlAOS4moyVnTAOBoLcPhBU9CW61/6DFeAOBia4H/zhmEf3xz1jAoO9OwxMaK8d1aNLaxtUzp54knPBU4l1yEqf06mKX1r5aDXNridc8IIYSQ5uItiQwNDeXrqR47/jUtkSkFTa91VbsVnmsjsyV7etjCSiqCUlPNbR/Y0pZIAOjsaoMp/Tzxa8xdfPq/JPz82iAIBALsu2xohRzb07VZOyO01ngwPyc5dswOxAvfnkN5pQ4DfOwxrX/TazeaUicXmxZPSCGEEEIeNSZtJqndmab256ZupHG1LZEFZVooNVWNlqtdWsW9kSRSLBIazehSWErg79TwLjUPsii4M6QiIc4lFyLqdgEqq/U4eNWw7t6Ufg8/MeRhBXgq8OOcQZgR6I3PX+jz0DM2CSGEENI8Jk0i7e3tkZdn2GbOzs4O9vb29W61x0njbCwk3Hp6TY2LzCk1LKni1kQL36CaLm3AML7xYZMtT3srhAz2BmDYj/pkUh5K1FVwsZE1eyvA1tbfxx7rpgTA0/7hu8cJIYQQ0jwm7c4+ceIEHBwMScvJkydN+VSPPT8nKxSUaZFSUN7gjiQAuN0Ymlr8N9Dv3iSSvg8xHrKusFGdsOdiBq7eLcWHB64DACb18aDZr4QQQkg7YNIkcsSIEdzPfn5+8PLyqjdLlDGGjIwMU4bxWPBzkuNianGTk2tqJ9Y0lUQ+4amAVCxEZbUe/R5iPGRdTtYyvDrMD1+euM11pZujK5sQQggh/ONt6qifnx/y8/PrHS8qKoKfX+P7FBOD5izz86AxkQBgIRFh+bhu+Ed/zyYX4W6uV4f7w65mt43aTesJIYQQ8vjjbXY2Y6zBterKyspgYWGeXRseJX7NWOandna2m239NSLremVY6yXtthYSLB/XDcv3XcPc4f6tdl1CCCGEtG0mTyKXLFkCwLDQ78qVK2FldW/Sg06nQ3R0tMn2036c1LZEJheUN5iQa6t13ALiTXVnm8ILgd54vl+HBvenJoQQQsjjyeRJ5JUrVwAYWiKvXbsGqfTe4sdSqRS9e/fG0qVLTR3GI8+nZl9olaYaReWV9RbSzlNqARj2oba3ktR7vKlRAkkIIYS0LyZPImtnZc+ePRtffPGFSfeYfpxZSEToYGeJzJIKpBSU10sia2dmuysszLbFHSGEEELaD94m1mzfvp0SyL/Jr2Zh8IbGRdZOqnFtpV1gCCGEEEKawtvEGgC4dOkSfvnlF6Snp6OystLo3L59+/gM5ZHk62SFqNsNJ5G1C403NTObEEIIIaS18NYSuXv3bgwZMgQ3btzA/v37UVVVhevXr+PEiRNQKBR8hfFI45b5KWy8JZLvSTWEEEIIaZ94SyLXrl2Lzz77DAcPHoRUKsUXX3yBxMRETJ8+Hd7e3nyF8UirXeYnOb9+EnlveR9KIgkhhBBierwlkXfu3MGECRMAGGZll5eXQyAQYPHixfj222/5CuORVrclUq9nRueas9A4IYQQQkhr4S2JtLe3h0qlAgB06NAB8fHxAICSkhKo1Wq+wnikedpbQiwUQFOlR65KY3Tu3paHTS80TgghhBDSGnhLIocPH45jx44BAKZNm4aFCxfitddew4wZMzB69Gi+wnikSURCeDnU7FxTp0tbp2fIUxnWiaSWSEIIIYTwgbfZ2V9//TU0GkNr2XvvvQeJRIKzZ89i6tSpeP/99/kK45Hn5yRHSkE5UgrLMaSTEwCgoEwLnZ5BJBTA6b71IwkhhBBCTIG3lkgHBwd4eHgYnlQoxPLly3HgwAFs3Ljxb++dvX79eggEAixatAgAkJqaCoFA0OBt79693OMaOr979+6/FYup+TrWrBVZpyWydjyki40MIiEtNE4IIYQQ0+MtiWyIVqvFpk2b4Ofn99DXuHjxIrZu3YonnniCO+bl5YXs7Gyj20cffQRra2uMHz/e6PHbt283Kjd58uSHjoUPfs71FxzPoeV9CCGEEMIzkyeRWq0WK1aswIABAzBkyBD8/vvvAAzJm5+fHz777DMsXrz4oa5dVlaGkJAQfPfdd7C3t+eOi0QiuLm5Gd3279+P6dOnw9ra2ugadnZ2RuX+bquoqfnVtkQW1k0iDQuN0/I+hBBCCOGLyZPIDz74AN988w18fX2RmpqKadOmYe7cufjss8+wadMmpKamYtmyZQ917bCwMEyYMAHBwcFNlouJiUFsbCzmzJnT4DWcnJwQGBiIbdu2gTHWwBUMtFotlEql0Y1vtS2R6YVqVOv0AIBsJbVEEkIIIYRfJp9Ys3fvXvz444947rnnEB8fjyeeeALV1dWIi4uDQPDw4/d2796Ny5cv4+LFiw8s+/3336N79+4YMmSI0fGPP/4YTz31FKysrPDXX3/hzTffRFlZGRYsWNDgddatW4ePPvrooWNuDe62FpCJhdBW65FZUgEfRzlyaY1IQgghhPDM5Enk3bt30b9/fwBAr169IJPJsHjx4r+VQGZkZGDhwoU4duzYA7ufKyoq8PPPP2PlypX1ztU91rdvX5SXl2PDhg2NJpErVqzAkiVLuPtKpRJeXl4P+SoejlAogK+jHEm5KiQXlMPHUc5NrHGl7mxCCCGE8MTk3dk6nQ5SqZS7LxaL641LbKmYmBjk5eWhX79+EIvFEIvFiIyMxJdffgmxWAydTseV/fXXX6FWqzFr1qwHXnfQoEG4e/cutFptg+dlMhlsbW2Nbubg52To0k6tmVyTo6xtiaSFxgkhhBDCD5O3RDLG8PLLL0MmM6xfqNFo8MYbb0AulxuV27dvX7OvOXr0aFy7ds3o2OzZs9GtWzcsW7YMIpGIO/7999/jueeeg7Oz8wOvGxsbC3t7ey7WtsrX6d4MbcYYbXlICCGEEN6ZPIkMDQ01uv/SSy/97Wva2NigV69eRsfkcjkcHR2Njt++fRunTp3C4cOH613j4MGDyM3NxeDBg2FhYYFjx45h7dq1WLp06d+Oz9T86ySRJeoqVFYbJti42Lbt5JcQQgghjw+TJ5Hbt2839VM0atu2bfD09MSYMWPqnZNIJNi8eTMWL14Mxhg6deqETZs24bXXXjNDpC1Td63I2lZIR7kUMrGoqYcRQgghhLQaAWtqTRvSJKVSCYVCgdLSUl7HR+artBi45jgEAuCbkH5446fL6Olhiz8XPMlbDIQQQgh5/LQktzHrjjXk4ThZS2EjE4MxIDqlCACNhySEEEIIvyiJfAQJBAJucs25O4UAaHkfQgghhPCLkshHVO0yP4k5KgDUEkkIIYQQfvGWRDa1ReDt27f5CuOxUZtE1nKjNSIJIYQQwiPeksgJEyY0uIh3UlISRo4cyVcYj437k0hqiSSEEEIIn3hLIq2trfH888+jurqaO3bjxg2MHDkSU6dO5SuMx8b9SSSNiSSEEEIIn3hLIvft24fS0lKEhISAMYb4+HiMHDkSM2bMwBdffMFXGI8N33rd2ZREEkIIIYQ/vCWRlpaW+PPPP5GUlITp06dj9OjRmDVrFjZt2sRXCI8VhaUEjnLDnuQ2FmJYy0y+bjwhhBBCCMekmcf9k2mEQiH27NmDp59+GlOnTsXKlSu5Mnwu1v248HWSo7C8Em7UlU0IIYQQnpk0ibSzs4NAIKh3nDGGLVu2YOvWrWCMQSAQQKfTmTKUx5KfkxwxacXUlU0IIYQQ3pk0iTx58qQpL9/udXOzAVB/kg0hhBBCiKmZNIkcMWKEKS/f7r04yBtymRjB3V3NHQohhBBC2hneJtZs374de/furXd87969+OGHH/gK47FiJRVjRqA3nG1k5g6FEEIIIe0Mb1N6161bh61bt9Y77uLigrlz5yI0NJSvUFoNYwxA07vxEEIIIYQ8Kmpzmtocpym8JZHp6enw8/Ord9zHxwfp6el8hdGqVCrDvtVeXl5mjoQQQgghpPWoVCooFIomy/CWRLq4uODq1avw9fU1Oh4XFwdHR0e+wmhVHh4eyMjIgI2NTYOz0B+GUqmEl5cXMjIyaNmjNojqp22j+mn7qI7aNqqfts/UdcQYg0qlgoeHxwPL8pZEzpgxAwsWLICNjQ2GDx8OAIiMjMTChQvxwgsv8BVGqxIKhfD09DTJtW1tbekPuA2j+mnbqH7aPqqjto3qp+0zZR09qAWyFm9J5OrVq5GamorRo0dDLDY8rV6vx6xZs7B27Vq+wiCEEEIIIa2AtyRSKpViz549WL16NeLi4mBpaYmAgAD4+PjwFQIhhBBCCGklvG+43KVLF3Tp0oXvp31kyGQyrFq1CjIZLdvTFlH9tG1UP20f1VHbRvXT9rWlOhKw5szhbiV3797FgQMHkJ6ejsrKSqNzmzZt4isMQgghhBDyN/HWEhkeHo7nnnsO/v7+SExMRK9evZCamgrGGPr168dXGIQQQgghpBXwtmPNihUrsHTpUly7dg0WFhb47bffkJGRgREjRmDatGl8hUEIIYQQQloBb93ZNjY2iI2NRceOHWFvb4+oqCj07NkTcXFxmDRpElJTU/kIgxBCCCGEtALeWiLlcjk3DtLd3R137tzhzhUUFPAVBiGEEEIIaQW8JZGDBw9GVFQUAOCZZ57Bv/71L6xZswavvPIKBg8ezFcYbdrmzZvh6+sLCwsLDBo0CBcuXDB3SO3SunXrMHDgQNjY2MDFxQWTJ09GUlKSURmNRoOwsDA4OjrC2toaU6dORW5urpkibt/Wr18PgUCARYsWcceofswvMzMTL730EhwdHbkl3S5dusSdZ4zhgw8+gLu7OywtLREcHIxbt26ZMeL2Q6fTYeXKlfDz84OlpSU6duyI1atXG+2VTPXDr1OnTuHZZ5+Fh4cHBAIBfv/9d6PzzamPoqIihISEwNbWFnZ2dpgzZw7KyspMGzjjyZ07d1hcXBxjjLGysjL2+uuvs4CAADZlyhSWmprKVxht1u7du5lUKmXbtm1j169fZ6+99hqzs7Njubm55g6t3Rk7dizbvn07i4+PZ7GxseyZZ55h3t7erKysjCvzxhtvMC8vLxYeHs4uXbrEBg8ezIYMGWLGqNunCxcuMF9fX/bEE0+whQsXcsepfsyrqKiI+fj4sJdffplFR0ez5ORkdvToUXb79m2uzPr165lCoWC///47i4uLY8899xzz8/NjFRUVZoy8fVizZg1zdHRkhw4dYikpKWzv3r3M2tqaffHFF1wZqh9+HT58mL333nts3759DADbv3+/0fnm1Me4ceNY79692fnz59np06dZp06d2IwZM0waN29JJGlaYGAgCwsL4+7rdDrm4eHB1q1bZ8aoCGOM5eXlMQAsMjKSMcZYSUkJk0gkbO/evVyZGzduMADs3Llz5gqz3VGpVKxz587s2LFjbMSIEVwSSfVjfsuWLWPDhg1r9Lxer2dubm5sw4YN3LGSkhImk8nYrl27+AixXZswYQJ75ZVXjI5NmTKFhYSEMMaofszt/iSyOfWRkJDAALCLFy9yZY4cOcIEAgHLzMw0Way8dWf7+/ujsLCw3vGSkhL4+/vzFUabVFlZiZiYGAQHB3PHhEIhgoODce7cOTNGRgCgtLQUAODg4AAAiImJQVVVlVF9devWDd7e3lRfPAoLC8OECROM6gGg+mkLDhw4gAEDBmDatGlwcXFB37598d1333HnU1JSkJOTY1RHCoUCgwYNojriwZAhQxAeHo6bN28CAOLi4hAVFYXx48cDoPppa5pTH+fOnYOdnR0GDBjAlQkODoZQKER0dLTJYuNtncjU1FTodLp6x7VaLTIzM/kKo00qKCiATqeDq6ur0XFXV1ckJiaaKSoCGPZ3X7RoEYYOHYpevXoBAHJyciCVSmFnZ2dU1tXVFTk5OWaIsv3ZvXs3Ll++jIsXL9Y7R/VjfsnJyfjmm2+wZMkSvPvuu7h48SIWLFgAqVSK0NBQrh4aes+jOjK95cuXQ6lUolu3bhCJRNDpdFizZg1CQkIAgOqnjWlOfeTk5MDFxcXovFgshoODg0nrzORJ5IEDB7ifjx49CoVCwd3X6XQIDw+Hr6+vqcMg5KGEhYUhPj6emxRGzC8jIwMLFy7EsWPHYGFhYe5wSAP0ej0GDBiAtWvXAgD69u2L+Ph4bNmyBaGhoWaOjvzyyy/YuXMnfv75Z/Ts2ROxsbFYtGgRPDw8qH5Ii5g8iZw8eTIAQCAQ1PvPKZFI4Ovri40bN5o6jDbNyckJIpGo3uzR3NxcuLm5mSkqMn/+fBw6dAinTp2Cp6cnd9zNzQ2VlZUoKSkxau2i+uJHTEwM8vLyjHa60ul0OHXqFL7++mscPXqU6sfM3N3d0aNHD6Nj3bt3x2+//QYAXD3k5ubC3d2dK5Obm4s+ffrwFmd79fbbb2P58uV44YUXAAABAQFIS0vDunXrEBoaSvXTxjSnPtzc3JCXl2f0uOrqahQVFZn0fc/kYyL1ej30ej28vb2Rl5fH3dfr9dBqtUhKSsLEiRNNHUabJpVK0b9/f4SHh3PH9Ho9wsPDERQUZMbI2ifGGObPn4/9+/fjxIkT8PPzMzrfv39/SCQSo/pKSkpCeno61RcPRo8ejWvXriE2Npa7DRgwACEhIdzPVD/mNXTo0HrLYt28eRM+Pj4AAD8/P7i5uRnVkVKpRHR0NNURD9RqNYRC449/kUgEvV4PgOqnrWlOfQQFBaGkpAQxMTFcmRMnTkCv12PQoEGmC85kU3ZIi+zevZvJZDK2Y8cOlpCQwObOncvs7OxYTk6OuUNrd+bNm8cUCgWLiIhg2dnZ3E2tVnNl3njjDebt7c1OnDjBLl26xIKCglhQUJAZo27f6s7OZozqx9wuXLjAxGIxW7NmDbt16xbbuXMns7KyYj/99BNXZv369czOzo798ccf7OrVq2zSpEm0hAxPQkNDWYcOHbglfvbt28ecnJzYO++8w5Wh+uGXSqViV65cYVeuXGEA2KZNm9iVK1dYWloaY6x59TFu3DjWt29fFh0dzaKioljnzp0f/SV+zp49yw4ePGh07IcffmC+vr7M2dmZvfbaa0yj0Zg6jEfCV199xby9vZlUKmWBgYHs/Pnz5g6pXQLQ4G379u1cmYqKCvbmm28ye3t7ZmVlxZ5//nmWnZ1tvqDbufuTSKof8zt48CDr1asXk8lkrFu3buzbb781Oq/X69nKlSuZq6srk8lkbPTo0SwpKclM0bYvSqWSLVy4kHl7ezMLCwvm7+/P3nvvPabVarkyVD/8OnnyZIOfO6GhoYyx5tVHYWEhmzFjBrO2tma2trZs9uzZTKVSmTRuk++dPX78eIwcORLLli0DAFy7dg39+vXDyy+/jO7du2PDhg14/fXX8eGHH5oyDEIIIYQQ0opMnkS6u7vj4MGD3NpF7733HiIjI7nZrnv37sWqVauQkJBgyjAIIYQQQkgrMvnEmuLiYqO1jSIjI7kFTQFg4MCByMjIMHUYhBBCCCGkFZk8iXR1dUVKSgoAw84sly9fxuDBg7nzKpUKEonEOYvSxAAADD5JREFU1GEQQgghhJBWZPIk8plnnsHy5ctx+vRprFixAlZWVnjyySe581evXkXHjh1NHQYhhBBCCGlFJl9sfPXq1ZgyZQpGjBgBa2tr/PDDD5BKpdz5bdu2YcyYMaYOgxBCCCGEtCKTT6ypVVpaCmtra4hEIqPjRUVFsLa2NkosCSGEEEJI28ZbEkkIIYQQQh4fJh8TSQghhD8REREQCAQoKSnh5flmzpyJtWvX8vJctQoKCuDi4oK7d+/y+ryEEGOURBJC2pz8/HzMmzcP3t7ekMlkcHNzw9ixY3HmzJlWuf7LL7+MyZMnt8q1Hvb5BQIBBAIBJBIJ/Pz88M4770Cj0bToOiNHjsSiRYuMjg0ZMgTZ2dlQKBStGHHD4uLicPjwYSxYsMAoJoFAgPXr19crP2HCBAgEAm5zieXLl6Nbt25GZRITEyEQCPDyyy8bHd+xYwdkMhkqKirg5OSEWbNmYdWqVa3+mgghzUdJJCGkzZk6dSquXLmCH374ATdv3sSBAwcwcuRIFBYWmju0VjNu3DhkZ2cjOTkZn332GbZu3doqSZFUKoWbmxsEAkErRNm0r776CtOmTYO1tbXRcS8vL+zYscPoWGZmJsLDw+Hu7s4dGzVqFJKSkpCTk8MdO3nyJLy8vBAREWH0+JMnT2Lw4MGwtLQEAMyePRs7d+5EUVFR674oQkizURJJCGlTSkpKcPr0aXzyyScYNWoUfHx8EBgYiBUrVuC5554DALzyyiuYOHGi0eOqqqrg4uKC77//HgDw66+/IiAgAJaWlnB0dERwcDDKy8vx4Ycf4ocffsAff/zBtQbWJiwZGRmYPn067Ozs4ODggEmTJiE1NZV7jtoWzLVr18LV1RV2dnb4+OOPUV1djbfffhsODg7w9PTE9u3bH/g6a1tYvby8MHnyZAQHB+PYsWPc+cLCQsyYMQMdOnSAlZUVAgICsGvXLqNYIiMj8cUXX3CvIzU1tV539o4dO2BnZ4ejR4+ie/fusLa25hLYWtXV1ViwYAHs7Ozg6OiIZcuWITQ0tMnWWp1Oh19//RXPPvtsvXMTJ05EQUGBUcvxDz/8gDFjxsDFxYU7NmzYMEgkEqOEMSIiAmFhYSgqKjL63UdERGDUqFHc/Z49e8LDwwP79+9v8vdMCDEdSiIJIW2KtbU1rK2t8fvvv0Or1TZY5tVXX8X//vc/o0To0KFDUKvV+Oc//4ns7GzMmDEDr7zyCm7cuIGIiAhMmTIFjDEsXboU06dP5xKp7OxsDBkyBFVVVRg7dixsbGxw+vRpnDlzhku4Kisruec5ceIEsrKycOrUKWzatAmrVq3CxIkTYW9vj+joaLzxxht4/fXXWzReLz4+HmfPnjVapUKj0aB///74888/ER8fj7lz52LmzJm4cOECAOCLL75AUFAQXnvtNe51eHl5NXh9tVqNf//73/jvf/+LU6dOIT09HUuXLuXOf/LJJ9i5cye2b9+OM2fOQKlU4vfff28y5qtXr6K0tJTb0rYuqVSKkJAQo2R6x44deOWVV4zKyeVyDBw4ECdPnuSORUREYPTo0Rg6dCh3PDk5Genp6UZJJAAEBgbi9OnTTcZJCDEhRgghbcyvv/7K7O3tmYWFBRsyZAhbsWIFi4uLMyrTo0cP9sknn3D3n332Wfbyyy8zxhiLiYlhAFhqamqD1w8NDWWTJk0yOvbf//6Xde3alen1eu6YVqtllpaW7OjRo9zjfHx8mE6n48p07dqVPfnkk9z96upqJpfL2a5duxp9faGhoUwkEjG5XM5kMhkDwIRCIfv111+b/L1MmDCB/etf/+Lujxgxgi1cuNCozMmTJxkAVlxczBhjbPv27QwAu337Nldm8+bNzNXVlbvv6urKNmzYYPQavL296/2O6tq/fz8TiURGv6+6McXGxjIbGxtWVlbGIiMjmYuLC6uqqmK9e/dmq1at4sq/9957rEuXLowxxq5fv85sbW1ZdXU1W7t2LZs1axZjjLHvv/+eWVhYMI1GY/RcixcvZiNHjmz8F0YIMSlqiSSEtDlTp05FVlYWDhw4gHHjxiEiIgL9+vUzGmf36quvci1dubm5OHLkCNfS1bt3b4wePRoBAQGYNm0avvvuOxQXFzf5nHFxcbh9+zZsbGy41lAHBwdoNBrcuXOHK9ezZ08IhffeOl1dXREQEMDdF4lEcHR0RF5eXpPPN2rUKMTGxiI6OhqhoaGYPXs2pk6dyp3X6XRYvXo1AgIC4ODgAGtraxw9ehTp6ekP/gXex8rKymhnMHd3dy6+0tJS5ObmIjAw0Og19O/fv8lrVlRUQCaTNTr2snfv3ujcuTN+/fVXbNu2DTNnzoRYXH9/i5EjR+LmzZvIzs5GREQEhg0bBpFIhBEjRnDd3BERERgyZAhkMpnRYy0tLaFWq5v1OyCEtD5KIgkhbZKFhQWefvpprFy5EmfPnsXLL79sNPFk1qxZSE5Oxrlz5/DTTz/Bz8+P21JVJBLh2LFjOHLkCHr06IGvvvoKXbt2RUpKSqPPV1ZWhv79+yM2NtbodvPmTbz44otcOYlEYvS42hnW9x/T6/VNvj65XI5OnTqhd+/e2LZtG6Kjo7nxnACwYcMGfPHFF1i2bBlOnjyJ2NhYjB071qhrvbkaio/9zSWCnZycoFarm4znlVdewebNm/Hrr7/W68quNXToUEilUpw8eRInT57EiBEjAAADBw5EQUEBkpOTERERgaeeeqreY4uKiuDs7Py3Xgch5OFREkkIeST06NED5eXl3H1HR0dMnjwZ27dvx44dOzB79myj8gKBAEOHDsVHH32EK1euQCqVcpMwpFIpdDqdUfl+/frh1q1bcHFxQadOnYxupl4uRygU4t1338X777+PiooKAMCZM2cwadIkvPTSS+jduzf8/f1x8+ZNo8c19DpaSqFQwNXVFRcvXuSO6XQ6XL58ucnH9enTBwCQkJDQaJkXX3wR165dQ69evdCjR48Gy1haWmLQoEGIiIhAZGQkRo4cCcCQ+A4ePBjff/89MjIy6o2HBAxjSfv27fuAV0gIMRVKIgkhbUphYSGeeuop/PTTT7h69SpSUlKwd+9efPrpp5g0aZJR2VdffRU//PADbty4gdDQUO54dHQ01q5di0uXLiE9PR379u1Dfn4+unfvDgDw9fXF1atXkZSUhIKCAlRVVSEkJAROTk6YNGkSTp8+jZSUFERERGDBggW8LGo9bdo0iEQibN68GQDQuXNnHDt2DGfPnsWNGzfw+uuvIzc31+gxvr6+iI6ORmpqKgoKCh7Y+tmYt956C+vWrcMff/yBpKQkLFy4EMXFxU0uE+Ts7Ix+/fohKiqq0TL29vbIzs5GeHh4k88/atQo7N69GxqNBv369eOOjxgxAl999RU3AacutVqNmJgYjBkzppmvkhDS2iiJJIS0KdbW1hg0aBA+++wzDB8+HL169cLKlSvx2muv4euvvzYqGxwcDHd3d4wdOxYeHh7ccVtbW5w6dQrPPPMMunTpgvfffx8bN27E+PHjAQCvvfYaunbtigEDBsDZ2RlnzpyBlZUVTp06BW9vb0yZMgXdu3fHnDlzoNFoYGtra/LXLRaLMX/+fHz66acoLy/H+++/j379+mHs2LEYOXIk3Nzc6i25s3TpUohEIvTo0QPOzs4PNV4SAJYtW4YZM2Zg1qxZCAoKgrW1NcaOHQsLC4smH/fqq69i586dTZaxs7ODXC5vssyoUaOgUqkwdOhQo3GTI0aMgEql4pYCquuPP/6At7c3N4SBEMI/2jubEPLIKisrQ4cOHbB9+3ZMmTLF3OE8NvR6Pbp3747p06dj9erVjZarqKhA165dsWfPHgQFBfEYITB48GAsWLDAaLwqIYRf9afKEUJIG6fX61FQUICNGzfCzs6OW4ScPJy0tDT89ddfGDFiBLRaLb7++mukpKQ8MEGztLTEjz/+iIKCAp4iNSgoKMCUKVMwY8YMXp+XEGKMWiIJIY+c1NRU+Pn5wdPTEzt27MDo0aPNHdIjLSMjAy+88ALi4+PBGEOvXr2wfv16DB8+3NyhEULaMEoiCSGEEEJIi9HEGkIIIYQQ0mKURBJCCCGEkBajJJIQQgghhLQYJZGEEEIIIaTFKIkkhBBCCCEtRkkkIYQQQghpMUoiCSGEEEJIi1ESSQghhBBCWoySSEIIIYQQ0mL/H4orznDOIBdsAAAAAElFTkSuQmCC\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# divides unevenly\n",
- "system_ratings_uneven = np.arange(1.0, 100, 1.3)\n",
- "\n",
- "models_uneven = build_models(system_ratings_uneven, modeling_options)\n",
- "\n",
- "plot_systems(models_uneven)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Running Models for H2 Production\n",
- "\n",
- "Run the models and compare H2 production based on test power signals. The power signals are set to match the electrolyzer system rated power for each simulation."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {},
- "outputs": [],
- "source": [
- "def create_power_signal(rating):\n",
- " \"\"\"Create cosine test signal from rating (MW).\"\"\"\n",
- " test_signal_angle = np.linspace(0, 8 * np.pi, 3600 * 8 + 10)\n",
- " base_value = (rating / 2) + 0.2\n",
- " variation_value = rating - base_value\n",
- " power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6\n",
- " \n",
- " return power_test_signal"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "system_ratings = np.linspace(1.0, 10, 20)\n",
- "\n",
- "models = build_models(system_ratings, modeling_options)\n",
- "\n",
- "plot_systems(models)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "[]"
- ]
- },
- "execution_count": 9,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ax = plt.subplot(xlabel=\"Time (s)\", ylabel=\"Power (MW)\")\n",
- "ax.set_title(\"Power Signal\")\n",
- "ax.plot(create_power_signal(12.0) / 1e6)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Running for System size: 1.0\n",
- "Running for System size: 1.4736842105263157\n",
- "Running for System size: 1.9473684210526314\n",
- "Running for System size: 2.4210526315789473\n",
- "Running for System size: 2.894736842105263\n",
- "Running for System size: 3.3684210526315788\n",
- "Running for System size: 3.8421052631578947\n",
- "Running for System size: 4.315789473684211\n",
- "Running for System size: 4.789473684210526\n",
- "Running for System size: 5.263157894736842\n",
- "Running for System size: 5.7368421052631575\n",
- "Running for System size: 6.2105263157894735\n",
- "Running for System size: 6.684210526315789\n",
- "Running for System size: 7.157894736842105\n",
- "Running for System size: 7.63157894736842\n",
- "Running for System size: 8.105263157894736\n",
- "Running for System size: 8.578947368421051\n",
- "Running for System size: 9.052631578947368\n",
- "Running for System size: 9.526315789473683\n",
- "Running for System size: 10.0\n"
- ]
- }
- ],
- "source": [
- "h2_results = []\n",
- "\n",
- "for m in models:\n",
- " sys_rating = m[\"electrolyzer\"][\"control\"][\"system_rating_MW\"]\n",
- " print(\"Running for System size: \", sys_rating)\n",
- " power_test_signal = create_power_signal(sys_rating)\n",
- " _, res = run_electrolyzer(m, power_test_signal)\n",
- " h2_results.append(res)\n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "metadata": {},
- "outputs": [],
- "source": [
- "h2_prod = [r[\"kg_rate\"].sum() for r in h2_results]\n",
- "h2_rates = [r[\"kg_rate\"] for r in h2_results]"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Text(0, 0.5, '$H_2$ Produced (kg)')"
- ]
- },
- "execution_count": 12,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "\n",
- "ax.plot(system_ratings, h2_prod)\n",
- "ax.set_xlabel(\"System Rating (MW)\")\n",
- "ax.set_title(\"$H_2$ Production Scaling\")\n",
- "ax.set_ylabel(\"$H_2$ Produced (kg)\")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "ax.set_xlabel(\"Time (s)\")\n",
- "ax.set_ylabel(\"$H_2$ Rate (kg/s)\")\n",
- "control_type = modeling_options[\"electrolyzer\"][\"control\"][\"control_type\"]\n",
- "ax.set_title(f\"$H_2$ Rate By System ({control_type})\")\n",
- "\n",
- "for r in h2_rates:\n",
- " ax.plot(h2_results[0].index, r)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Alternate form: `run_electrolyzer` using `optimize=True`\n",
- "\n",
- "This approach will perform the same run as `run_electrolyzer` above, but improves efficiency by only keeping track of necessary metrics for optimization."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Running for System size: 1.0\n",
- "Running for System size: 1.4736842105263157\n",
- "Running for System size: 1.9473684210526314\n",
- "Running for System size: 2.4210526315789473\n",
- "Running for System size: 2.894736842105263\n",
- "Running for System size: 3.3684210526315788\n",
- "Running for System size: 3.8421052631578947\n",
- "Running for System size: 4.315789473684211\n",
- "Running for System size: 4.789473684210526\n",
- "Running for System size: 5.263157894736842\n",
- "Running for System size: 5.7368421052631575\n",
- "Running for System size: 6.2105263157894735\n",
- "Running for System size: 6.684210526315789\n",
- "Running for System size: 7.157894736842105\n",
- "Running for System size: 7.63157894736842\n",
- "Running for System size: 8.105263157894736\n",
- "Running for System size: 8.578947368421051\n",
- "Running for System size: 9.052631578947368\n",
- "Running for System size: 9.526315789473683\n",
- "Running for System size: 10.0\n"
- ]
- }
- ],
- "source": [
- "h2_results_opt = []\n",
- "curr_density_results = []\n",
- "\n",
- "for sys_rating in system_ratings:\n",
- " options = copy.deepcopy(modeling_options)\n",
- " options[\"electrolyzer\"][\"control\"][\"system_rating_MW\"] = sys_rating\n",
- " print(\"Running for System size: \", sys_rating)\n",
- " power_test_signal = create_power_signal(sys_rating)\n",
- " h2, curr_density = run_electrolyzer(options, power_test_signal, optimize=True)\n",
- " h2_results_opt.append(h2)\n",
- " curr_density_results.append(curr_density)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 15,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Text(0, 0.5, '$H_2$ Produced (kg)')"
- ]
- },
- "execution_count": 15,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ax = plt.subplot()\n",
- "ax.plot(system_ratings, h2_results_opt)\n",
- "ax.set_title(\"$H_2$ Production Scaling\")\n",
- "ax.set_xlabel(\"System Rating (MW)\")\n",
- "ax.set_ylabel(\"$H_2$ Produced (kg)\")"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 16,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "(0.0, 2.5)"
- ]
- },
- "execution_count": 16,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "ax = plt.subplot()\n",
- "ax.plot(system_ratings, curr_density_results)\n",
- "ax.set_xlabel(\"System Rating (MW)\")\n",
- "ax.set_ylabel(\"Current Density (A/$cm^2$)\")\n",
- "ax.set_title(\"Maximum Current Density\")\n",
- "ax.set_ylim(0, 2.5)"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "electrolyzer",
- "language": "python",
- "name": "electrolyzer"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
+ "metadata": {
+ "kernelspec": {
+ "display_name": "electrolyzer",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.0"
+ }
},
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.9.12"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat": 4,
+ "nbformat_minor": 2
}
diff --git a/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy b/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy
deleted file mode 100644
index 8115993..0000000
Binary files a/examples/example_04_controller/FC_wind/FC_August_1sec_1day.npy and /dev/null differ
diff --git a/examples/example_04_controller/example_04_controller_options.ipynb b/examples/example_04_controller/example_04_controller_options.ipynb
deleted file mode 100644
index 4adf05b..0000000
--- a/examples/example_04_controller/example_04_controller_options.ipynb
+++ /dev/null
@@ -1,462 +0,0 @@
-{
- "cells": [
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Supervisor controllers\n",
- "\n",
- "This notebook shows the behavior of several controller options in `Supervisor`"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "metadata": {},
- "outputs": [],
- "source": [
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from pathlib import Path\n",
- "import pprint\n",
- "\n",
- "from electrolyzer import Supervisor, run_electrolyzer\n",
- "from electrolyzer.inputs.validation import load_modeling_yaml"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Text(0, 0.5, 'Power (MW)')"
- ]
- },
- "execution_count": 3,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "# Generate a power signal to illustrate Supervisor behavior\n",
- "\n",
- "dt = 1\n",
- "\n",
- "p1 = np.zeros(15*60) # 15 minute buffer\n",
- "p2 = np.ones(15*60) # step up 30 minutes\n",
- "p3 = np.zeros(15*60) # step down 30 minutes\n",
- "p4 = np.linspace(0, 1, 30*60) # ramp up 1 hour\n",
- "p5 = np.linspace(1, 0, 30*60) # ramp down 1 hour\n",
- "\n",
- "t_sin = np.logspace(0, np.log10(2*3600), 2*3600) - 1\n",
- "t_sin = np.linspace(0, 2*3600, 2*3600)\n",
- "p6 = 0.5*(np.sin(t_sin/600 - np.pi/2)+1) # sine wave 2 hours\n",
- "\n",
- "ws = np.load(Path.cwd() / 'FC_wind' / 'FC_August_1sec_1day.npy')[0:4*3600]\n",
- "ws = ws/max(ws)\n",
- "p7 = ws # wind 4 hours\n",
- "\n",
- "plant_rating = 5e6 # 5 MW H2 plant\n",
- "\n",
- "power = plant_rating*np.concatenate([p1, p2, p3, p4, p5, p6, p7])\n",
- "\n",
- "plt.plot(power*1e-6)\n",
- "plt.xlabel('Time (sec)')\n",
- "plt.ylabel('Power (MW)')"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "def plot_results(result_df):\n",
- "\n",
- " # Collect H2 production rate timeseries from results\n",
- " stack_rates = result_df[[col for col in result_df.columns if \"_kg_rate\" in col]]\n",
- "\n",
- " fig_H2, ax_H2 = plt.subplots(6, 1, figsize=(10, 5), sharex=True)\n",
- " colors = ['C0', 'C1', 'C2', 'C3', 'C4']\n",
- "\n",
- " ax_H2[0].plot(power*1e-6, color='k', label='power (MW)')\n",
- " ax_H2[0].legend(loc='lower right')\n",
- " for i, stack in enumerate(stack_rates.columns):\n",
- " ax_H2[i+1].plot(stack_rates[stack], color=colors[i], label=stack)\n",
- " ax_H2[i+1].legend(loc='lower right')\n",
- " fig_H2.subplots_adjust(hspace=0)\n",
- "\n",
- " # Collect degradation timeseries from results\n",
- " deg = result_df[[col for col in result_df.columns if \"deg\" in col]]\n",
- " \n",
- " fig_deg, ax_deg = plt.subplots(6, 1, figsize=(10, 5), sharex=True)\n",
- " colors = ['C0', 'C1', 'C2', 'C3', 'C4']\n",
- "\n",
- " ax_deg[0].plot(power*1e-6, color='k', label='power (MW)')\n",
- " ax_deg[0].legend(loc='lower right')\n",
- " for i, stack in enumerate(deg.columns):\n",
- " ax_deg[i+1].plot(deg[stack], color=colors[i], label=stack)\n",
- " ax_deg[i+1].legend(loc='lower right')\n",
- " fig_deg.subplots_adjust(hspace=0)\n",
- " "
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Decision control - baseline\n",
- "\n",
- "Turn all stacks on and off simultaneously and give them all the same power input."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "{'electrolyzer': {'control': {'control_type': 'DecisionControl',\n",
- " 'n_stacks': 5,\n",
- " 'policy': {'baseline': True,\n",
- " 'eager_off': False,\n",
- " 'eager_on': False,\n",
- " 'even_dist': False,\n",
- " 'sequential': False}},\n",
- " 'costs': {},\n",
- " 'description': 'A PEM electrolyzer model',\n",
- " 'dt': 1,\n",
- " 'initial_power_kW': 0.0,\n",
- " 'initialize': False,\n",
- " 'name': 'electrolyzer_001',\n",
- " 'stack': {'cell_area': 1000.0,\n",
- " 'include_degradation_penalty': True,\n",
- " 'max_current': 2000.0,\n",
- " 'min_power': 100,\n",
- " 'n_cells': 200,\n",
- " 'stack_rating_kW': 1000,\n",
- " 'temperature': 60}},\n",
- " 'general': {'verbose': False}}\n"
- ]
- }
- ],
- "source": [
- "fname_input_modeling = \"./modeling_options.yaml\"\n",
- "modeling_input = load_modeling_yaml(fname_input_modeling)\n",
- "pprint.pprint(modeling_input)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
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- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Power sharing rotation\n",
- "\n",
- "Distribute power evenly amongst the active stacks and switch them on and off in a preset order"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"PowerSharingRotation\"\n",
- "\n",
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Sequential rotation\n",
- "\n",
- "Distribute power sequentially amongst the active stacks; stack 1 must be given full power before stack 2 gets any power. Switch them on and off in a preset order."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"SequentialRotation\"\n",
- "\n",
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Decision control - eager on, hesitant off, sequential switching order, even power distribution\n",
- "\n",
- "Switch on inactive stacks as soon as there is enough power to do so and switch off active stacks only when there is no other option. Distribute power evenly amongst active stacks and switch them on and off in a preset order. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
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- "metadata": {},
- "output_type": "display_data"
- },
- {
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
- " 'eager_on': True,\n",
- " 'eager_off': False,\n",
- " 'sequential': True,\n",
- " 'even_dist': True,\n",
- " 'baseline': False\n",
- "}\n",
- "\n",
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Decision control - hesitant on, eager off, degradation-based switching order, variable power distribution\n",
- "\n",
- "Only switch inactive stacks on when the currently active stacks can no longer consume all of the available power, switch active stacks off as soon as the available power can be fully consumed by fewer stacks. Switch the least-degraded inactive stack on and switch the most-degraded active stack off. Distribute power sequentially filling up the first stack with power before the next stack gets any power. "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
- " 'eager_on': False,\n",
- " 'eager_off': True,\n",
- " 'sequential': False,\n",
- " 'even_dist': False,\n",
- " 'baseline': False\n",
- "}\n",
- "\n",
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- },
- {
- "attachments": {},
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Decision control - hesitant on, hesitant off, sequential switching order, variable power distribution\n",
- "\n",
- "Only switch inactive stacks on when the currently active stacks can no longer consume all of the available power, switch active stacks off only when there is not enough power to support them all. Switch stacks on and off according to a preset order. Distribute power sequentially filling up the first stack with power before the next stack gets any power. \n"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- },
- {
- "data": {
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",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
- " 'eager_on': False,\n",
- " 'eager_off': False,\n",
- " 'sequential': True,\n",
- " 'even_dist': False,\n",
- " 'baseline': False\n",
- "}\n",
- "\n",
- "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
- "plot_results(result_df)"
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "electrolyzer",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.11.0"
- },
- "orig_nbformat": 4,
- "vscode": {
- "interpreter": {
- "hash": "b864d12a26c55da9489dc4962b78ab47c32770e914140b47c681a65da3af26ab"
- }
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/examples/example_04_controller/example_04_controller_options.py b/examples/example_04_controller/example_04_controller_options.py
deleted file mode 100644
index 01bbab9..0000000
--- a/examples/example_04_controller/example_04_controller_options.py
+++ /dev/null
@@ -1,117 +0,0 @@
-import pprint
-from pathlib import Path
-
-import numpy as np
-import matplotlib.pyplot as plt
-
-from electrolyzer import run_electrolyzer
-from electrolyzer.inputs.validation import load_modeling_yaml
-
-
-# Generate a power signal to illustrate Supervisor behavior
-
-dt = 1
-
-p1 = np.zeros(15 * 60) # 15 minute buffer
-p2 = np.ones(15 * 60) # step up 30 minutes
-p3 = np.zeros(15 * 60) # step down 30 minutes
-p4 = np.linspace(0, 1, 30 * 60) # ramp up 1 hour
-p5 = np.linspace(1, 0, 30 * 60) # ramp down 1 hour
-
-t_sin = np.logspace(0, np.log10(2 * 3600), 2 * 3600) - 1
-t_sin = np.linspace(0, 2 * 3600, 2 * 3600)
-p6 = 0.5 * (np.sin(t_sin / 600 - np.pi / 2) + 1) # sine wave 2 hours
-
-ws = np.load(Path.cwd() / "FC_wind" / "FC_August_1sec_1day.npy")[0 : 4 * 3600]
-ws = ws / max(ws)
-p7 = ws # wind 4 hours
-
-plant_rating = 5e6 # 5 MW H2 plant
-
-power = plant_rating * np.concatenate([p1, p2, p3, p4, p5, p6, p7])
-
-plt.plot(power * 1e-6)
-plt.xlabel("Time (sec)")
-plt.ylabel("Power (MW)")
-
-
-def plot_results(result_df):
- # Collect H2 production rate timeseries from results
- stack_rates = result_df[[col for col in result_df.columns if "_kg_rate" in col]]
-
- fig_H2, ax_H2 = plt.subplots(6, 1, figsize=(10, 5), sharex=True)
- colors = ["C0", "C1", "C2", "C3", "C4"]
-
- ax_H2[0].plot(power * 1e-6, color="k", label="power (MW)")
- ax_H2[0].legend(loc="lower right")
- for i, stack in enumerate(stack_rates.columns):
- ax_H2[i + 1].plot(stack_rates[stack], color=colors[i], label=stack)
- ax_H2[i + 1].legend(loc="lower right")
- fig_H2.subplots_adjust(hspace=0)
-
- # Collect degradation timeseries from results
- deg = result_df[[col for col in result_df.columns if "deg" in col]]
-
- fig_deg, ax_deg = plt.subplots(6, 1, figsize=(10, 5), sharex=True)
- colors = ["C0", "C1", "C2", "C3", "C4"]
-
- ax_deg[0].plot(power * 1e-6, color="k", label="power (MW)")
- ax_deg[0].legend(loc="lower right")
- for i, stack in enumerate(deg.columns):
- ax_deg[i + 1].plot(deg[stack], color=colors[i], label=stack)
- ax_deg[i + 1].legend(loc="lower right")
- fig_deg.subplots_adjust(hspace=0)
-
-
-fname_input_modeling = str(Path.cwd() / "modeling_options.yaml")
-modeling_input = load_modeling_yaml(fname_input_modeling)
-pprint.pprint(modeling_input)
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
-
-modeling_input["electrolyzer"]["control"]["control_type"] = "PowerSharingRotation"
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
-
-modeling_input["electrolyzer"]["control"]["control_type"] = "SequentialRotation"
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
-
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
- "eager_on": True,
- "eager_off": False,
- "sequential": True,
- "even_dist": True,
- "baseline": False,
-}
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
-
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
- "eager_on": False,
- "eager_off": True,
- "sequential": False,
- "even_dist": False,
- "baseline": False,
-}
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
-
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
- "eager_on": False,
- "eager_off": False,
- "sequential": True,
- "even_dist": False,
- "baseline": False,
-}
-
-elec_sys, result_df = run_electrolyzer(modeling_input, power)
-plot_results(result_df)
diff --git a/examples/example_04_controller/modeling_options.yaml b/examples/example_04_controller/modeling_options.yaml
deleted file mode 100644
index 22b6db6..0000000
--- a/examples/example_04_controller/modeling_options.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-general:
- verbose: False
-electrolyzer:
- dt: 1
- stack:
- cell_area: 1000.0
- max_current: 2000.0
- temperature: 60
- n_cells: 200
- min_power: 100
- stack_rating_kW: 1000
- include_degradation_penalty: True
- control:
- n_stacks: 5
- control_type: DecisionControl
- policy:
- eager_on: False
- eager_off: False
- sequential: False
- even_dist: False
- baseline: True
diff --git a/examples/example_04_lcoh/cost_example_run.py b/examples/example_04_lcoh/cost_example_run.py
index 00af2c0..c606549 100644
--- a/examples/example_04_lcoh/cost_example_run.py
+++ b/examples/example_04_lcoh/cost_example_run.py
@@ -1,6 +1,7 @@
"""
This example performs an LCOH calculation for an electrolyzer system.
"""
+
import os
import numpy as np
@@ -21,6 +22,6 @@
power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6
lcoe = 44.18 * (1 / 1000)
-res = run_lcoh(fname_input_modeling, power_test_signal, lcoe)
+res = run_lcoh(fname_input_modeling, power_test_signal, lcoe, optimize=False)
print(res)
diff --git a/examples/example_04_lcoh/cost_modeling_options.yaml b/examples/example_04_lcoh/cost_modeling_options.yaml
index abaf4e0..2bfff95 100644
--- a/examples/example_04_lcoh/cost_modeling_options.yaml
+++ b/examples/example_04_lcoh/cost_modeling_options.yaml
@@ -4,16 +4,25 @@ general:
electrolyzer:
dt: 1 # default
+ supervisor:
+ system_rating_MW: 3.5 # required for optimize=True run
+ n_stacks: 7
+
+ controller:
+ control_type: BaselineDeg # default
+
stack:
- cell_area: 1000.0
+
max_current: 2000
temperature: 60
n_cells: 100
stack_rating_kW: 500
- control:
- n_stacks: 7
- system_rating_MW: 3.5 # required for optimize=True run
- control_type: BaselineDeg # default
+
+ cell_params:
+ cell_type: PEM
+ PEM_params:
+ cell_area: 1000
+
costs:
plant_params:
plant_life: 25 #years (30 from [9])
@@ -37,19 +46,3 @@ electrolyzer:
finances:
discount_rate: 0.04 #(page 3 below Eqn (4) of [7]) (pg 9 near Eqn (23) of [9] has 0.05)
install_factor: 0.33 # [%] Install Factor (Table B.2 of [9]) (Section 2.1 of [5])
-
-#[1]: Joule TEA 2021: https://ars.els-cdn.com/content/image/1-s2.0-S2542435121003068-mmc1.pdf
-#[2]: PNNL 2020: https://www.pnnl.gov/sites/default/files/media/file/Hydrogen_Methodology.pdfÂ
-#[3]: IRENA 2020: https://www.irena.org/publications/2020/Dec/Green-hydrogen-cost-reduction
-#[4]: ICCT 2020: https://theicct.org/wp-content/uploads/2021/06/final_icct2020_assessment_of-_hydrogen_production_costs-v2.pdf
-#[5]: DRO 2021: extra info: https://www.mdpi.com/2673-4141/2/3/15 paper only: https://dro.dur.ac.uk/33454/1/33454.pdf
-#[6]: NREL 2019: https://www.nrel.gov/docs/fy19osti/73481.pdf
-#[7]: LCOH with PV: https://onlinelibrary.wiley.com/doi/full/10.1002/solr.202100482
-#[8]: Hydrogen Council 2020:
-# https://hydrogencouncil.com/wp-content/uploads/2020/01/Path-to-Hydrogen-Competitiveness_Full-Study-1.pdf
-# [9] DTU 2021: https://www.sciencedirect.com/science/article/pii/S2667095X21000052
-#CapEx Irena: Fig 18 pg 52 PEM CapEx breakdown
-# IRENA has 400 $/kW for 2020 1MW electrolyzer (PEM)
- # [$/kW] for 2MW PEM from DRO 2021.
-# IRENA has in range 300-1000 $/kW for 1MW electrolyzer (BOP)
- # [$/kW] for 200 kW electrolyzer BOP breakdown cost from DRO 2021.
diff --git a/examples/example_05_controller/example_05_controller_options.ipynb b/examples/example_05_controller/example_05_controller_options.ipynb
index 9e8384a..5fc18b7 100644
--- a/examples/example_05_controller/example_05_controller_options.ipynb
+++ b/examples/example_05_controller/example_05_controller_options.ipynb
@@ -134,26 +134,47 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "{'electrolyzer': {'control': {'control_type': 'DecisionControl',\n",
- " 'n_stacks': 5,\n",
- " 'policy': {'baseline': True,\n",
- " 'eager_off': False,\n",
- " 'eager_on': False,\n",
- " 'even_dist': False,\n",
- " 'sequential': False}},\n",
+ "{'electrolyzer': {'cell_params': {'ALK_params': {'electrode': {'A_electrode': 300,\n",
+ " 'd_ac': 0.25,\n",
+ " 'd_am': 0.125,\n",
+ " 'd_cm': 0.125,\n",
+ " 'e_a': 0.2,\n",
+ " 'e_c': 0.2},\n",
+ " 'electrolyte': {'w_koh': 30},\n",
+ " 'membrane': {'A_membrane': 300,\n",
+ " 'e_m': 0.05},\n",
+ " 'model': 'default_hri',\n",
+ " 'pressure_operating': 1,\n",
+ " 'turndown_ratio': 0.25},\n",
+ " 'PEM_params': {'cell_area': 1000,\n",
+ " 'max_current_density': 2,\n",
+ " 'turndown_ratio': 0.1},\n",
+ " 'cell_type': 'PEM'},\n",
+ " 'controller': {'control_type': 'DecisionControl',\n",
+ " 'policy': {'baseline': True,\n",
+ " 'eager_off': False,\n",
+ " 'eager_on': False,\n",
+ " 'even_dist': False,\n",
+ " 'sequential': False}},\n",
" 'costs': {},\n",
- " 'description': 'A PEM electrolyzer model',\n",
+ " 'degradation': {'ALK_params': {'rate_fatigue': 1.2820512820512823e-05,\n",
+ " 'rate_onoff': 0.00030726072607260716,\n",
+ " 'rate_steady': 5.092592592592592e-09},\n",
+ " 'PEM_params': {'rate_fatigue': 3.33330244e-07,\n",
+ " 'rate_onoff': 0.000147821515,\n",
+ " 'rate_steady': 1.41737929e-10}},\n",
+ " 'description': 'An electrolyzer model',\n",
" 'dt': 1,\n",
" 'initial_power_kW': 0.0,\n",
" 'initialize': False,\n",
" 'name': 'electrolyzer_001',\n",
- " 'stack': {'cell_area': 1000.0,\n",
+ " 'stack': {'cell_type': 'PEM',\n",
" 'include_degradation_penalty': True,\n",
" 'max_current': 2000.0,\n",
- " 'min_power': 100,\n",
" 'n_cells': 200,\n",
" 'stack_rating_kW': 1000,\n",
- " 'temperature': 60}},\n",
+ " 'temperature': 60},\n",
+ " 'supervisor': {'n_stacks': 5}},\n",
" 'general': {'verbose': False}}\n"
]
}
@@ -195,6 +216,46 @@
"plot_results(result_df)"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# BaslineDeg"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"BaselineDeg\"\n",
+ "\n",
+ "elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
+ "plot_results(result_df)"
+ ]
+ },
{
"attachments": {},
"cell_type": "markdown",
@@ -207,7 +268,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -232,7 +293,7 @@
}
],
"source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"PowerSharingRotation\"\n",
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"PowerSharingRotation\"\n",
"\n",
"elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
"plot_results(result_df)"
@@ -250,7 +311,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -275,7 +336,7 @@
}
],
"source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"SequentialRotation\"\n",
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"SequentialRotation\"\n",
"\n",
"elec_sys, result_df = run_electrolyzer(modeling_input, power)\n",
"plot_results(result_df)"
@@ -293,7 +354,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -318,8 +379,8 @@
}
],
"source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n",
+ "modeling_input['electrolyzer']['controller']['policy'] = {\n",
" 'eager_on': True,\n",
" 'eager_off': False,\n",
" 'sequential': True,\n",
@@ -343,7 +404,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -368,8 +429,8 @@
}
],
"source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n",
+ "modeling_input['electrolyzer']['controller']['policy'] = {\n",
" 'eager_on': False,\n",
" 'eager_off': True,\n",
" 'sequential': False,\n",
@@ -393,7 +454,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
@@ -418,8 +479,8 @@
}
],
"source": [
- "modeling_input['electrolyzer']['control']['control_type'] = \"DecisionControl\"\n",
- "modeling_input['electrolyzer']['control']['policy'] = {\n",
+ "modeling_input['electrolyzer']['controller']['control_type'] = \"DecisionControl\"\n",
+ "modeling_input['electrolyzer']['controller']['policy'] = {\n",
" 'eager_on': False,\n",
" 'eager_off': False,\n",
" 'sequential': True,\n",
diff --git a/examples/example_05_controller/example_05_controller_options.py b/examples/example_05_controller/example_05_controller_options.py
index 372431f..03ab97c 100644
--- a/examples/example_05_controller/example_05_controller_options.py
+++ b/examples/example_05_controller/example_05_controller_options.py
@@ -78,21 +78,18 @@ def plot_results(result_df):
modeling_input = load_modeling_yaml(fname_input_modeling)
pprint.pprint(modeling_input)
-# elec_sys, result_df = run_electrolyzer(modeling_input, power)
-# plot_results(result_df)
+modeling_input["electrolyzer"]["controller"]["control_type"] = "PowerSharingRotation"
-modeling_input["electrolyzer"]["control"]["control_type"] = "PowerSharingRotation"
-
-# elec_sys, result_df = run_electrolyzer(modeling_input, power)
-# plot_results(result_df)
+elec_sys, result_df = run_electrolyzer(modeling_input, power)
+plot_results(result_df)
-modeling_input["electrolyzer"]["control"]["control_type"] = "SequentialRotation"
+modeling_input["electrolyzer"]["controller"]["control_type"] = "SequentialRotation"
elec_sys, result_df = run_electrolyzer(modeling_input, power)
plot_results(result_df)
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
+modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl"
+modeling_input["electrolyzer"]["controller"]["policy"] = {
"eager_on": True,
"eager_off": False,
"sequential": True,
@@ -103,8 +100,8 @@ def plot_results(result_df):
elec_sys, result_df = run_electrolyzer(modeling_input, power)
plot_results(result_df)
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
+modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl"
+modeling_input["electrolyzer"]["controller"]["policy"] = {
"eager_on": False,
"eager_off": True,
"sequential": False,
@@ -115,8 +112,8 @@ def plot_results(result_df):
elec_sys, result_df = run_electrolyzer(modeling_input, power)
plot_results(result_df)
-modeling_input["electrolyzer"]["control"]["control_type"] = "Decision_ctrl"
-modeling_input["electrolyzer"]["control"]["policy"] = {
+modeling_input["electrolyzer"]["controller"]["control_type"] = "DecisionControl"
+modeling_input["electrolyzer"]["controller"]["policy"] = {
"eager_on": False,
"eager_off": False,
"sequential": True,
diff --git a/examples/example_05_controller/modeling_options.yaml b/examples/example_05_controller/modeling_options.yaml
index 22b6db6..c97bdd9 100644
--- a/examples/example_05_controller/modeling_options.yaml
+++ b/examples/example_05_controller/modeling_options.yaml
@@ -1,21 +1,26 @@
general:
- verbose: False
+ verbose: False
electrolyzer:
- dt: 1
- stack:
- cell_area: 1000.0
- max_current: 2000.0
- temperature: 60
- n_cells: 200
- min_power: 100
- stack_rating_kW: 1000
- include_degradation_penalty: True
- control:
- n_stacks: 5
- control_type: DecisionControl
- policy:
- eager_on: False
- eager_off: False
- sequential: False
- even_dist: False
- baseline: True
+ dt: 1
+
+ supervisor:
+ n_stacks: 5
+
+
+ controller:
+ control_type: DecisionControl
+
+ stack:
+ cell_type: PEM
+ max_current: 2000.0
+ temperature: 60
+ n_cells: 200
+ stack_rating_kW: 1000
+
+
+
+ cell_params:
+ cell_type: PEM
+ PEM_params:
+ cell_area: 1000
+ turndown_ratio: 0.1
diff --git a/examples/example_06_alkaline/.DS_Store b/examples/example_06_alkaline/.DS_Store
deleted file mode 100644
index 5008ddf..0000000
Binary files a/examples/example_06_alkaline/.DS_Store and /dev/null differ
diff --git a/examples/example_06_alkaline/alkaline_example_run.py b/examples/example_06_alkaline/alkaline_example_run.py
index 05f59e7..3c51ac5 100644
--- a/examples/example_06_alkaline/alkaline_example_run.py
+++ b/examples/example_06_alkaline/alkaline_example_run.py
@@ -2,13 +2,16 @@
This example performs a fully controlled electrolyzer simulation using the
`run_electrolyzer` function. See `example_run.ipynb` for an interactive option.
"""
+
import os
import numpy as np
-from electrolyzer import run_alkaline as run_electrolyzer
+# from electrolyzer import run_alkaline as run_electrolyzer
+from electrolyzer import run_electrolyzer
+# the alkaline system is 20 5 kW stacks for an overall system rating of 1 MW
fname_input_modeling = os.path.join(
os.path.dirname(os.path.realpath(__file__)), "default_alkaline.yaml"
)
@@ -21,5 +24,5 @@
variation_value = turbine_rating - base_value
power_test_signal = (base_value + variation_value * np.cos(test_signal_angle)) * 1e6
-res = run_electrolyzer(fname_input_modeling, power_test_signal)
-# print(res)
+elec_sys, results_df = run_electrolyzer(fname_input_modeling, power_test_signal)
+print(results_df.tail())
diff --git a/examples/example_06_alkaline/default_alkaline.yaml b/examples/example_06_alkaline/default_alkaline.yaml
index a8677c8..36f16e9 100644
--- a/examples/example_06_alkaline/default_alkaline.yaml
+++ b/examples/example_06_alkaline/default_alkaline.yaml
@@ -3,32 +3,73 @@ general:
electrolyzer:
dt: 1 # default
- model: default_hri
+
+ supervisor:
+ system_rating_MW: 1
+ n_stacks: 20
+
stack:
- #cell_area:
- max_current_dens: 0.3 #[A/cm^2]
- temperature: 60 #[degC] - needed for cell calcs
- pressure_operating: 1 #[bar] - needed as cell input
+ cell_type: alkaline
+ max_current: 90 # 0.3 [A/cm^2] * [300 cm^2]
+ temperature: 60 #[degC] - needed for cell calcs
n_cells: 24 # - needed for cell calcs
- stack_rating_kW: 5 #[kW]
- min_power_percent: 0.25 #[% of rated] - opt
- electrode:
+ stack_rating_kW: 5 # [kW]
+
+ degradation:
+ ALK_params:
+ rate_steady: 5.092592592592592e-09
+ rate_fatigue: 1.2820512820512823e-05
+ rate_onoff: 3.0726072607260716e-04
+
+ cell_params:
+ cell_type: alkaline
+ ALK_params:
+ model: default_hri
+ pressure_operating: 1 #[bar] - needed as cell input
+ turndown_ratio: 0.25 # [fraction of rated]
+ max_current_density: 0.3 #[A/cm^2]
+ electrode:
+ A_electrode: 300 #[cm^2] electrode total area
+ e_a: 0.2 #[cm] anode thickness
+ e_c: 0.2 #[cm] cathode thickness
+ d_am: 0.125 #[cm] anode-membrane distance
+ d_cm: 0.125 #[cm] cathode-membrane distance
+ d_ac: 0.25 #[cm] anode-cathode distance
+ electrolyte:
+ w_koh: 30 # [wt. %] can range from [25-33]
+ membrane:
+ A_membrane: 300 #[cm^2] #membrane surface area
+ e_m: 0.05 #[cm] #membrane thickness
+
+
+# in original modeling schema format
+
+ # model: default_hri
+ # stack:
+ #cell_area:
+ # max_current_dens: 0.3 #[A/cm^2]
+ # temperature: 60 #[degC] - needed for cell calcs
+ # pressure_operating: 1 #[bar] - needed as cell input
+ # n_cells: 24 # - needed for cell calcs
+ # stack_rating_kW: 5 #[kW]
+ # min_power_percent: 0.25 #[% of rated] - opt
+ # electrode:
# anode_material: Nickle
# cathode_material: Nickle
- A_electrode: 300 #[cm^2] electrode total area
- e_a: 0.2 #[cm] anode thickness
- e_c: 0.2 #[cm] cathode thickness
- d_am: 0.125 #[cm] anode-membrane distance
- d_cm: 0.125 #[cm] cathode-membrane distance
- d_ac: 0.25 #[cm] anode-cathode distance
+ # A_electrode: 300 #[cm^2] electrode total area
+ # e_a: 0.2 #[cm] anode thickness
+ # e_c: 0.2 #[cm] cathode thickness
+ # d_am: 0.125 #[cm] anode-membrane distance
+ # d_cm: 0.125 #[cm] cathode-membrane distance
+ # d_ac: 0.25 #[cm] anode-cathode distance
#electrode_effective_area: #cm^2 - opt?
- electrolyte:
+ # electrolyte:
# solution: KOH
- w_koh: 30 # [wt. %] can range from [25-33]
- membrane:
+ # w_koh: 30 # [wt. %] can range from [25-33]
+ # membrane:
# material: Zirfon
- A_membrane: 300 #[cm^2] #membrane surface area
- e_m: 0.05 #[cm] #membrane thickness
+ # A_membrane: 300 #[cm^2] #membrane surface area
+ # e_m: 0.05 #[cm] #membrane thickness
# density: 2.02 #g/cm^3
# porosity: 56 #[%]
# tortuosity: 2
diff --git a/examples/example_06_conversion_efficiency/example_run.ipynb b/examples/example_06_conversion_efficiency/example_run.ipynb
new file mode 100644
index 0000000..3da0c54
--- /dev/null
+++ b/examples/example_06_conversion_efficiency/example_run.ipynb
@@ -0,0 +1,314 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Example Conversion Efficiency\n",
+ "\n",
+ "This example simulates a single electrolyzer stack with a linear ramping power signal. The electrolyzer is initialized as ON. The full structure for an electrolyzer model is defined in the source code, in `modeling_schema.yaml`.\n",
+ "\n",
+ "* Conversion is calculated based on the energy consumed per kg of hydrogen. Units are kWh/kg\n",
+ "\n",
+ "* Conversion efficiency is calculated by dividing the low-heating value of hydrogen (33.33 kWh/kg) by the actual conversion."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "\n",
+ "from electrolyzer import run_electrolyzer\n",
+ "from electrolyzer.inputs.validation import load_modeling_yaml\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "%matplotlib inline"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Load Electrolyzer configuration from YAML file\n",
+ "\n",
+ "This .yaml file initializes a 500kW electrolyzer stack as `ON` with the `BaselineDeg` controller. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "\n",
+ "
\n",
+ " \n",
+ " \n",
+ " \n",
+ " power_signal \n",
+ " curtailment \n",
+ " kg_rate \n",
+ " stack_1_deg \n",
+ " stack_1_fatigue \n",
+ " stack_1_cycles \n",
+ " stack_1_uptime \n",
+ " stack_1_kg_rate \n",
+ " stack_1_curr_density \n",
+ " \n",
+ " \n",
+ " \n",
+ " \n",
+ " 195 \n",
+ " 589949.748744 \n",
+ " 0.089950 \n",
+ " 0.002031 \n",
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\n",
+ "
"
+ ],
+ "text/plain": [
+ " power_signal curtailment kg_rate stack_1_deg stack_1_fatigue \\\n",
+ "195 589949.748744 0.089950 0.002031 6.041372e-08 0 \n",
+ "196 592462.311558 0.092462 0.002031 6.074780e-08 0 \n",
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+ "199 600000.000000 0.100000 0.002031 6.175006e-08 0 \n",
+ "\n",
+ " stack_1_cycles stack_1_uptime stack_1_kg_rate stack_1_curr_density \n",
+ "195 0.0 196.0 0.002031 2.08729 \n",
+ "196 0.0 197.0 0.002031 2.08729 \n",
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+ "198 0.0 199.0 0.002031 2.08729 \n",
+ "199 0.0 200.0 0.002031 2.08729 "
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "fname_input_modeling = \"./modeling_options.yaml\"\n",
+ "model_input = load_modeling_yaml(fname_input_modeling)\n",
+ "\n",
+ "rated_power = model_input['electrolyzer']['stack']['stack_rating_kW']\n",
+ "\n",
+ "# Linear ramping power signal [W]\n",
+ "power_signal_input = np.linspace(1e5, 1.2e3 * rated_power, 200)\n",
+ "\n",
+ "elec_sys, results_df = run_electrolyzer(model_input, power_signal_input)\n",
+ "\n",
+ "results_df.tail()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Power Signal\n",
+ "* Linear ramp power signal \n",
+ "* Confirm that the stack is initialized at time = 0.0 seconds"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
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+ ""
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+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Power input signal from DataFrame\n",
+ "results_df[\"power_signal\"].plot(title=\"Power Signal\", xlabel=\"Time (s)\", ylabel=\"Power (W)\")\n",
+ "\n",
+ "# Plot stack up-time to show start up delays \n",
+ "stack_uptime = results_df[[col for col in results_df.columns if \"_uptime\" in col]]\n",
+ "stack_uptime.plot(title=\"Stack Up time\", xlabel=\"Time (s)\", ylabel=\"Time (s)\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Co-Plot H2 rate and Conversion Efficiency\n",
+ "\n",
+ "* Converts DataFrame data to kW and kg/hr\n",
+ "* low-heating value (LHV) = 33.33 kWh/kg\n",
+ "* Rated power = 500kW "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "power_kW = results_df['power_signal'] / 1e3\n",
+ "h2rate_kg_hr = results_df['kg_rate'] * 3600 \n",
+ "\n",
+ "lhv = 33.33 \n",
+ "eff_conv = lhv * h2rate_kg_hr / power_kW \n",
+ "\n",
+ "fig, ax = plt.subplots()\n",
+ "ax.set_title('H2 Production and Conversion Efficiency')\n",
+ "ax.plot(power_kW, h2rate_kg_hr, label='H2 Production', color='green')\n",
+ "ax.set_xlabel(\"Total Power [kW]\")\n",
+ "ax.set_ylabel(\"Mass Flow-Rate [kg/hr]\")\n",
+ "ax.vlines(x=rated_power, ymin=0, ymax=1.2*h2rate_kg_hr.max(), linestyle='dashed', color='black', label='Rated-Power')\n",
+ "plt.legend(loc='lower right')\n",
+ "\n",
+ "ax2 = ax.twinx()\n",
+ "ax2.plot(power_kW, eff_conv, color='orange', label='Efficiency')\n",
+ "ax2.set_ylabel(\"Effiency\")\n",
+ "plt.legend()\n",
+ "plt.grid()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3.8.13 ('hopp')",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.13"
+ },
+ "orig_nbformat": 4,
+ "vscode": {
+ "interpreter": {
+ "hash": "9a04511d318809dd12c12e36f25289adaaf050c85c4c458841c399d183c75e5d"
+ }
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/examples/example_06_conversion_efficiency/modeling_options.yaml b/examples/example_06_conversion_efficiency/modeling_options.yaml
new file mode 100644
index 0000000..ec221c5
--- /dev/null
+++ b/examples/example_06_conversion_efficiency/modeling_options.yaml
@@ -0,0 +1,16 @@
+general:
+ verbose: False # default
+
+electrolyzer:
+ dt: 1 # default
+ initialize: True #
+ initial_power_kW: 500.
+ stack:
+ cell_area: 1000.0
+ max_current: 2000
+ temperature: 60
+ n_cells: 100
+ stack_rating_kW: 500.
+ control:
+ n_stacks: 1
+ control_type: BaselineDeg # default
diff --git a/tests/glue_code/test_modeling_options.yaml b/tests/glue_code/test_modeling_options.yaml
index 515cb7f..c7620a6 100644
--- a/tests/glue_code/test_modeling_options.yaml
+++ b/tests/glue_code/test_modeling_options.yaml
@@ -6,13 +6,21 @@ electrolyzer:
description: electrolyzer model
dt: 1 # default
+ supervisor:
+ system_rating_MW: 2
+ n_stacks: 7
+
+ controller:
+ control_type: BaselineDeg
+
stack:
- cell_area: 1000.0
+ cell_type: PEM
max_current: 2000
temperature: 60
n_cells: 100
stack_rating_kW: 500
- control:
- system_rating_MW: 2
- n_stacks: 7
- control_type: BaselineDeg # default
+
+ cell_params:
+ cell_type: PEM
+ PEM_params:
+ cell_area: 1000.0
diff --git a/tests/glue_code/test_optimization.py b/tests/glue_code/test_optimization.py
index 711f4e0..bcb7b7f 100644
--- a/tests/glue_code/test_optimization.py
+++ b/tests/glue_code/test_optimization.py
@@ -18,7 +18,7 @@ def test_calc_rated_system():
tuned_options = calc_rated_system(modeling_options)
- assert tuned_options["electrolyzer"]["control"]["n_stacks"] == 4
+ assert tuned_options["electrolyzer"]["supervisor"]["n_stacks"] == 4
assert_almost_equal(
tuned_options["electrolyzer"]["stack"]["stack_rating_kW"], 500.0
)
@@ -38,7 +38,7 @@ def test_calc_rated_stack():
assert modeling_options["electrolyzer"]["stack"]["n_cells"] > 100
# cell area should get smaller
- modeling_options["electrolyzer"]["stack"]["cell_area"] < 1000
+ modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"] < 1000
assert_almost_equal(
modeling_options["electrolyzer"]["stack"]["stack_rating_kW"], 500.000, decimal=3
@@ -57,10 +57,17 @@ def test_calc_rated_stack_lower():
calc_rated_stack(modeling_options)
- assert modeling_options["electrolyzer"]["stack"]["n_cells"] == 161
- assert_almost_equal(
- modeling_options["electrolyzer"]["stack"]["cell_area"], 1007.021, decimal=3
+ assert modeling_options["electrolyzer"]["stack"]["n_cells"] > 100
+
+ # cell area should decrease
+ assert (
+ modeling_options["electrolyzer"]["cell_params"]["PEM_params"]["cell_area"]
+ < 1000
)
+
+ # max current should decrease
+ assert modeling_options["electrolyzer"]["stack"]["max_current"] < 2000
+
assert_almost_equal(
modeling_options["electrolyzer"]["stack"]["stack_rating_kW"], 750.000, decimal=3
)
diff --git a/tests/glue_code/test_run_electrolyzer.py b/tests/glue_code/test_run_electrolyzer.py
index 4150f66..7caeebc 100644
--- a/tests/glue_code/test_run_electrolyzer.py
+++ b/tests/glue_code/test_run_electrolyzer.py
@@ -15,6 +15,7 @@
from electrolyzer.inputs.validation import load_modeling_yaml
from electrolyzer.glue_code.optimization import calc_rated_system
+
turbine_rating = 3.4 # MW
# Create cosine test signal
@@ -134,7 +135,7 @@ def test_regression(result):
_, df = result
# Test total kg H2 produced
- assert_almost_equal(df["kg_rate"].sum(), 222.8930364856318, decimal=1)
+ assert_almost_equal(df["kg_rate"].sum(), 228.0749041980651, decimal=1)
# Test degradation state of stacks
degradation = df[[col for col in df if "deg" in col]]
diff --git a/tests/glue_code/test_run_lcoh.py b/tests/glue_code/test_run_lcoh.py
index 89b6bc2..f5f3dda 100644
--- a/tests/glue_code/test_run_lcoh.py
+++ b/tests/glue_code/test_run_lcoh.py
@@ -11,18 +11,18 @@
lcoh_breakdown = pd.DataFrame(
{
- "Life Totals [$]": [5.388657e06, 1.079412e06, 1.197895e07, 1.283473e06],
+ "Life Totals [$]": [5.388657e06, 1.079412e06, 1.1979687e07, 1.225039e06],
"Life Totals [$/kg-H2]": [
- 1.3594040320184078,
- 0.2723048458021954,
- 3.021946178528131,
- 0.32378362036676683,
+ 1.3285182681325287,
+ 0.2661180588173578,
+ 2.9534690901554037,
+ 0.3020209876624967,
],
},
index=["CapEx", "OM", "Feedstock", "Stack Rep"],
)
-RESULT = (lcoh_breakdown, 4.977438676715502)
+RESULT = (lcoh_breakdown, 4.850126404767788)
ROOT = Path(__file__).parent.parent.parent
@@ -48,7 +48,7 @@ def test_run_lcoh():
RESULT[0],
check_dtype=False,
check_exact=False,
- atol=1e-4,
+ atol=1e-1,
)
assert np.isclose(calc_result[1], RESULT[1])
@@ -78,4 +78,4 @@ def test_run_lcoh_opt():
# results from regular optimize run should match
assert_array_almost_equal(h2_result, lcoh_result[:2])
- assert np.isclose(lcoh_result[2], 4.879527731853387)
+ assert np.isclose(lcoh_result[2], 4.7541633856347625)
diff --git a/tests/inputs/test_modeling_options.yaml b/tests/inputs/test_modeling_options.yaml
index 3f2e394..1e83666 100644
--- a/tests/inputs/test_modeling_options.yaml
+++ b/tests/inputs/test_modeling_options.yaml
@@ -6,14 +6,22 @@ electrolyzer:
description: electrolyzer model
dt: 1 # default
+ supervisor:
+ n_stacks: 7
+
+ controller:
+ control_type: DecisionControl
+
stack:
- cell_area: 1000.0
+ cell_type: PEM
max_current: 2000
temperature: 60
n_cells: 100
- min_power: 50
stack_rating_kW: 500
include_degradation_penalty: True
- control:
- n_stacks: 7
- control_type: BaselineDeg # default
+
+ cell_params:
+ cell_type: PEM
+ PEM_params:
+ cell_area: 1000.0
+ turndown_ratio: 0.1
diff --git a/tests/inputs/test_modeling_options_invalid.yaml b/tests/inputs/test_modeling_options_invalid.yaml
index fe45662..8eadff7 100644
--- a/tests/inputs/test_modeling_options_invalid.yaml
+++ b/tests/inputs/test_modeling_options_invalid.yaml
@@ -7,5 +7,5 @@ electrolyzer:
min_power: 50
stack_rating_kW: 500
- control:
+ controller:
control_type: Bad
diff --git a/tests/inputs/test_validation.py b/tests/inputs/test_validation.py
index 7793979..8810416 100644
--- a/tests/inputs/test_validation.py
+++ b/tests/inputs/test_validation.py
@@ -14,11 +14,11 @@ def test_basic_model():
modeling_options = load_modeling_yaml(fname_input_modeling)
# just make sure nothing is empty
- assert modeling_options["electrolyzer"]["dt"]
- assert modeling_options["electrolyzer"]["name"]
- assert modeling_options["electrolyzer"]["description"]
+ assert modeling_options["electrolyzer"]["supervisor"]
+ assert modeling_options["electrolyzer"]["controller"]
assert modeling_options["electrolyzer"]["stack"]
- assert modeling_options["electrolyzer"]["control"]
+ assert modeling_options["electrolyzer"]["degradation"]
+ assert modeling_options["electrolyzer"]["cell_params"]
def test_model_defaults():
@@ -28,17 +28,34 @@ def test_model_defaults():
)
modeling_options = load_modeling_yaml(fname_input_modeling)
+ # electrolyzer properties
assert modeling_options["general"]["verbose"] is False
assert modeling_options["electrolyzer"]["name"] == "electrolyzer_001"
- assert modeling_options["electrolyzer"]["description"] == "A PEM electrolyzer model"
+ assert modeling_options["electrolyzer"]["description"] == "An electrolyzer model"
assert modeling_options["electrolyzer"]["dt"] == 1.0
+ # controller properties
+ controller_opts = modeling_options["electrolyzer"]["controller"]
+ assert controller_opts["control_type"] == "DecisionControl"
+ assert controller_opts["policy"]["baseline"] is True
+
+ # stack properties
stack_opts = modeling_options["electrolyzer"]["stack"]
+ assert stack_opts["cell_type"] == "PEM"
assert stack_opts["include_degradation_penalty"] is True
- control_opts = modeling_options["electrolyzer"]["control"]
- assert control_opts["n_stacks"] == 1
- assert control_opts["control_type"] == "BaselineDeg"
+ # degradation properties
+ degradation_opts = modeling_options["electrolyzer"]["degradation"]
+ assert degradation_opts["PEM_params"]["rate_onoff"] == 1.47821515e-04
+ assert degradation_opts["ALK_params"]["rate_onoff"] == 3.0726072607260716e-04
+
+ # cell parameters
+ cell_opts = modeling_options["electrolyzer"]["cell_params"]
+ assert cell_opts["cell_type"] == "PEM"
+ assert cell_opts["PEM_params"]["turndown_ratio"] == 0.1
+
+ # cost parameters TODO: include cost parameter defaults
+ # cost_opts = modeling_options["electrolyzer"]["costs"]
def test_model_invalid_spec():
diff --git a/tests/test_PEM_cell.py b/tests/test_PEM_cell.py
new file mode 100644
index 0000000..0270bf0
--- /dev/null
+++ b/tests/test_PEM_cell.py
@@ -0,0 +1,13 @@
+"""This module provides unit tests for `PEMCell`"""
+
+import pytest
+
+from electrolyzer import PEMCell
+
+
+# from numpy.testing import assert_almost_equal
+
+
+@pytest.fixture
+def cell():
+ return PEMCell.from_dict()
diff --git a/tests/test_alkaline_cell.py b/tests/test_alkaline_cell.py
new file mode 100644
index 0000000..3e9f1ff
--- /dev/null
+++ b/tests/test_alkaline_cell.py
@@ -0,0 +1 @@
+"""This module provides unit tests for `alkaline_cell`"""
diff --git a/tests/test_analysis.py b/tests/test_analysis.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/test_cell.py b/tests/test_cell.py
index 71139b5..b66ce89 100644
--- a/tests/test_cell.py
+++ b/tests/test_cell.py
@@ -1,18 +1,23 @@
"""This module provides unit tests for `Cell`."""
+
import pytest
from numpy.testing import assert_almost_equal
-from electrolyzer import Cell
+from electrolyzer import PEMCell as Cell
@pytest.fixture
def cell():
- return Cell.from_dict({"cell_area": 1000})
+ return Cell.from_dict(
+ {"cell_area": 1000, "turndown_ratio": 0.1, "max_current_density": 2}
+ )
def test_init():
"""`Cell` should initialize properly from a Dictionary."""
- cell = Cell.from_dict({"cell_area": 1000})
+ cell = Cell.from_dict(
+ {"cell_area": 1000, "turndown_ratio": 0.1, "max_current_density": 2}
+ )
assert cell.cell_area == 1000
assert cell.n == 2
@@ -34,13 +39,13 @@ def test_calc_open_circuit_voltage(cell: Cell):
T = 60 # C
E_rev = cell.calc_reversible_voltage()
- # should be less than reversible cell voltage
+ # should be greater than reversible cell voltage
E_cell = cell.calc_open_circuit_voltage(T)
- assert E_cell < E_rev
+ assert E_cell > E_rev
- # should approach reversible cell voltage with increasing temp
- E_cell = cell.calc_open_circuit_voltage(1e5)
- assert_almost_equal(E_cell, E_rev, decimal=3)
+ # should approach E_rev at near 100C (valid temperature range)
+ E_cell_25 = cell.calc_open_circuit_voltage(99.9725)
+ assert_almost_equal(E_cell_25, E_rev, decimal=3)
def test_calc_activation_overpotential(cell: Cell):
@@ -139,16 +144,16 @@ def test_calc_faradaic_efficiency(cell: Cell):
I = 500
# should increase with current
- eta = cell.calc_faradaic_efficiency(I)
+ eta = cell.calc_faradaic_efficiency(60, I)
I2 = 2000
- eta2 = cell.calc_faradaic_efficiency(I2)
+ eta2 = cell.calc_faradaic_efficiency(60, I2)
assert eta2 > eta
# should approach 1 as current increases
I3 = 5000
- eta3 = cell.calc_faradaic_efficiency(I3)
+ eta3 = cell.calc_faradaic_efficiency(60, I3)
assert_almost_equal(eta3, 0.996, decimal=3)
@@ -157,10 +162,10 @@ def test_calc_mass_flow_rate(cell: Cell):
"""Should calculate the mass flow rate of H2."""
I = 1000
- mfr = cell.calc_mass_flow_rate(I)
+ mfr = cell.calc_mass_flow_rate(60, I)
# should increase with current
I2 = 2000
- mfr2 = cell.calc_mass_flow_rate(I2)
+ mfr2 = cell.calc_mass_flow_rate(60, I2)
assert mfr2 > mfr
diff --git a/tests/test_stack.py b/tests/test_stack.py
index 95d8f5b..c53dfe5 100644
--- a/tests/test_stack.py
+++ b/tests/test_stack.py
@@ -1,18 +1,35 @@
"""This module provides unit tests for `Stack`."""
+
import numpy as np
import pytest
from numpy.testing import assert_array_equal, assert_array_almost_equal
-from electrolyzer import Cell, Stack
+from electrolyzer import Stack, PEMCell
def create_stack():
stack_dict = {
- "n_cells": 100,
- "cell_area": 1000,
- "temperature": 60,
- "max_current": 2000,
"dt": 1,
+ "cell_type": "PEM",
+ "max_current": 2000,
+ "temperature": 60,
+ "n_cells": 100,
+ # "stack_rating_kW": 750,
+ "degradation": {
+ "PEM_params": {
+ "rate_steady": 1.41737929e-10,
+ "rate_fatigue": 3.33330244e-07,
+ "rate_onoff": 1.47821515e-04,
+ }
+ },
+ "cell_params": {
+ "cell_type": "PEM",
+ "PEM_params": {
+ "cell_area": 1000,
+ "turndown_ratio": 0.1,
+ "max_current_density": 2,
+ },
+ },
}
return Stack.from_dict(stack_dict)
@@ -28,22 +45,37 @@ def test_init(mocker):
# mock side effects (these will have their own unit tests)
spy_calc_state_space = mocker.spy(Stack, "calc_state_space")
spy_create_polarization = mocker.spy(Stack, "create_polarization")
- spy_cell = mocker.spy(Cell, "from_dict")
+ spy_cell = mocker.spy(PEMCell, "from_dict")
# for this example, set stack rating explicitly
stack_dict = {
- "n_cells": 100,
- "cell_area": 1000,
- "temperature": 60,
+ "dt": 1,
+ "cell_type": "PEM",
"max_current": 2000,
+ "temperature": 60,
+ "n_cells": 100,
"stack_rating_kW": 750,
- "dt": 1,
+ "degradation": {
+ "PEM_params": {
+ "rate_steady": 1.41737929e-10,
+ "rate_fatigue": 3.33330244e-07,
+ "rate_onoff": 1.47821515e-04,
+ }
+ },
+ "cell_params": {
+ "cell_type": "PEM",
+ "PEM_params": {
+ "cell_area": 1000,
+ "turndown_ratio": 0.1,
+ "max_current_density": 2,
+ },
+ },
}
stack = Stack.from_dict(stack_dict)
assert stack.n_cells == stack_dict["n_cells"]
- assert stack.cell_area == stack_dict["cell_area"]
+ assert stack.cell.cell_area == stack_dict["cell_params"]["PEM_params"]["cell_area"]
assert stack.temperature == stack_dict["temperature"]
assert stack.max_current == stack_dict["max_current"]
@@ -85,7 +117,7 @@ def test_run(mocker):
spy_update_deg = mocker.spy(Stack, "update_degradation")
spy_calc_p = mocker.spy(Stack, "calc_stack_power")
- spy_calc_mfr = mocker.spy(Cell, "calc_mass_flow_rate")
+ spy_calc_mfr = mocker.spy(PEMCell, "calc_mass_flow_rate")
spy_update_dynamics = mocker.spy(Stack, "update_dynamics")
spy_update_status = mocker.spy(Stack, "update_status")
@@ -138,14 +170,23 @@ def test_create_polarization(stack: Stack):
fit_params = stack.create_polarization()
# this is brittle, so for now use a lenient precision check
+ # expected = [
+ # -2.28261081e-03,
+ # -1.50848325e-02,
+ # 7.89259537e-03,
+ # 4.80671306e00,
+ # 9.74923247e-01,
+ # 1.36179580e01,
+ # ]
expected = [
- -2.28261081e-03,
- -1.50848325e-02,
- 7.89259537e-03,
- 4.80671306e00,
- 9.74923247e-01,
- 1.36179580e01,
+ -1.99627103e-03,
+ -1.27808907e-02,
+ 4.76371760e-03,
+ 4.98846103e00,
+ 7.96586249e-01,
+ 1.11445867e01,
]
+
assert_array_almost_equal(fit_params, expected, decimal=2)
@@ -287,7 +328,10 @@ def test_update_dynamics(stack: Stack):
"""
Should update stack state and apply H2 MFR filter to simulate dynamic response.
"""
- H2_mfr = stack.cell.calc_mass_flow_rate(stack.max_current) * stack.n_cells
+ H2_mfr = (
+ stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current)
+ * stack.n_cells
+ )
new_state, filtered_H2_mfr = stack.update_dynamics(H2_mfr, stack.stack_state)
# filtered state should be lower than
@@ -369,7 +413,10 @@ def test_calc_electrolysis_efficiency(stack: Stack):
"""
Should calculate values of electrolysis efficiency for given DC Power input and MFR.
"""
- H2_mfr = stack.cell.calc_mass_flow_rate(stack.max_current * 0.8) * stack.n_cells
+ H2_mfr = (
+ stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current * 0.8)
+ * stack.n_cells
+ )
eta_values = stack.calc_electrolysis_efficiency(
stack.stack_rating_kW, H2_mfr * 3600
)
@@ -378,7 +425,10 @@ def test_calc_electrolysis_efficiency(stack: Stack):
# efficiency should decrease as we approach max current due to overpotentials
assert eta_values[0] > 80 # highest efficiency around 80% capacity
- H2_mfr2 = stack.cell.calc_mass_flow_rate(stack.max_current) * stack.n_cells
+ H2_mfr2 = (
+ stack.cell.calc_mass_flow_rate(stack.temperature, stack.max_current)
+ * stack.n_cells
+ )
eta_values2 = stack.calc_electrolysis_efficiency(
stack.stack_rating_kW, H2_mfr2 * 3600
)
@@ -387,11 +437,27 @@ def test_calc_electrolysis_efficiency(stack: Stack):
def test_dt_behavior():
stack_dict = {
- "n_cells": 100,
- "cell_area": 1000,
- "temperature": 60,
- "max_current": 2000,
"dt": 1,
+ "cell_type": "PEM",
+ "max_current": 2000,
+ "temperature": 60,
+ "n_cells": 100,
+ # "stack_rating_kW": 750,
+ "degradation": {
+ "PEM_params": {
+ "rate_steady": 1.41737929e-10,
+ "rate_fatigue": 3.33330244e-07,
+ "rate_onoff": 1.47821515e-04,
+ }
+ },
+ "cell_params": {
+ "cell_type": "PEM",
+ "PEM_params": {
+ "cell_area": 1000,
+ "turndown_ratio": 0.1,
+ "max_current_density": 2,
+ },
+ },
}
stack1 = Stack.from_dict(stack_dict)
diff --git a/tests/test_supervisor.py b/tests/test_supervisor.py
new file mode 100644
index 0000000..e69de29