State of Charge (SOC) estimation on US06 Cycle 0°C
0.079MAEFDIFF-PINN-MLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FDIFF-PINN-MLP2025.12 | 0.079 | 0.009 | |
| FDIFF-PINN-LSTM2025.12 | 0.182 | 0.048 | |
| LSTM2025.12 | 0.193 | 0.054 | |
| RNN2025.12 | 0.212 | 0.06 | |
| FDIFF-PINN-RNN2025.12 | 0.284 | 0.113 | |
| MLP2025.12 | 0.485 | 0.289 |