State of Charge (SOC) estimation on US06 Cycle -10°C
0.112MAELSTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSTM2025.12 | 0.112 | 0.015 | |
| RNN2025.12 | 0.178 | 0.042 | |
| FDIFF-PINN-MLP2025.12 | 0.178 | 0.042 | |
| FDIFF-PINN-RNN2025.12 | 0.179 | 0.043 | |
| FDIFF-PINN-LSTM2025.12 | 0.189 | 0.047 | |
| MLP2025.12 | 0.201 | 0.044 |