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