Driving cycle performance analysis on HWFET Cycle (test)
0.071MAEFDIFF-PINN-MLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FDIFF-PINN-MLPTemperature=-20°C2025.12 | 0.071 | 0.006 | |
| FDIFF-PINN-MLPTemperature=0°C2025.12 | 0.072 | 0.006 | |
| FDIFF-PINN-RNNTemperature=0°C2025.12 | 0.094 | 0.013 | |
| FDIFF-PINN-LSTMTemperature=0°C2025.12 | 0.094 | 0.012 | |
| FDIFF-PINN-LSTMTemperature=10°C2025.12 | 0.12 | 0.02 | |
| FDIFF-PINN-RNNTemperature=10°C2025.12 | 0.121 | 0.023 | |
| FDIFF-PINN-MLPTemperature=10°C2025.12 | 0.138 | 0.024 | |
| FDIFF-PINN-RNNTemperature=-20°C2025.12 | 0.16 | 0.034 | |
| FDIFF-PINN-MLPTemperature=-10°C2025.12 | 0.326 | 0.151 | |
| FDIFF-PINN-LSTMTemperature=-20°C2025.12 | 0.329 | 0.142 | |
| FDIFF-PINN-RNNTemperature=-10°C2025.12 | 0.361 | 0.162 | |
| FDIFF-PINN-LSTMTemperature=-10°C2025.12 | 0.387 | 0.192 |