电池编号 | 方法 | MAE | RMSE | MAPE |
CS2_36 | VMD-LSTM | 0.090 | 0.124 | 0.132 |
VMD-RNN | 0.037 | 0.067 | 0.058 | |
VMD-CNN | 0.185 | 0.258 | 0.272 | |
VMD-CNN-LSTM | 0.155 | 0.191 | 0.218 | |
VMD-GRU | 0.033 | 0.056 | 0.051 | |
VMD-BIGRU | 0.028 | 0.051 | 0.044 | |
VMD-Attention | 0.026 | 0.042 | 0.039 | |
VMD-MHNN | 0.023 | 0.032 | 0.033 |