Research Article

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

Table 5

RMSE and MAE based on different inputs.

DataTraining time (s)Average prediction time (s)

Raw samples42.860.38
RFSs49.490.42
Fusion59.560.46