Table 5 RMSE and MAE predicted by SOC of different models.
From: Prediction of lithium-ion battery SOC based on the fusion of MHA and ConvolGRU
Model | RMSE | MAE |
|---|---|---|
GRU-MHA | 0.2466 | 0.1969 |
ConvolGRU | 0.2438 | 0.1941 |
ConvolGRU-Attention | 0.0218 | 0.0154 |
ConvolGRU-MHA | 0.0067 | 0.0053 |