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International Journal of Energy Research
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2023
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Article
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Tab 3
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Research Article
State-of-Health Estimation for Lithium-Ion Battery Based on an Attention-Based CNN-GRU Model with Reconstructed Feature Series
Table 3
Average RMSE and MAE based on different methods.
Approach
SVR
GPR
GRU
CNN-GRU
AB CNN-GRU
RMSE (%)
1.567
1.541
1.107
1.103
0.782
MAE (%)
1.344
1.321
0.950
0.943
0.669