Research Article

State-of-Health Estimation for Lithium-Ion Battery Based on an Attention-Based CNN-GRU Model with Reconstructed Feature Series

Table 1

Average RMSE and MAE based on different starting point.

Initial voltageRMSE (%)MAE (%)

3.75 V0.8080.732
3.8 V0.7820.669
3.85 V0.8900.843
3.9 V1.2851.181
3.95 V1.2051.057
4.0 V1.0610.935