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Upload a CSV file that includes these exact column names among other columns
Time StampVoltageCurrentTemperatureCapacity
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For best results, values are expected in Voltage(V), Current(A), Temperature(ºC) and Capacity (Ah).
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The 'Capacity' column is optional and only used to compare Predicted SOC with True SOC.
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Once pre-processing is complete, prediction is run using the selected SOC model.
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Upload a different CSV file, choose another example file or select a different SOC model.
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File format example -
| Time Stamp | Step | Voltage | Current | Temperature | Capacity | Cycle |
|---|---|---|---|---|---|---|
| 01/30/2022 2:41:07 PM | 53 | 4.17262 | -0.05108 | 23.97615 | -0.00001 | 1 |
| 01/30/2022 2:41:08 PM | 53 | 4.17178 | -0.09706 | 23.97615 | -0.00001 | 1 |
| 01/30/2022 2:41:09 PM | 53 | 4.16982 | -0.9706 | 23.97521 | -0.00001 | 1 |
- Pre-processing note:
- All uploaded files are re-sampled to 1Hz.
- Averages are calculated with a 500 second rolling window.
- Min-Max normalization is used by default.
- Rows with null values are dropped.