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SOH estimation on Battery Mission Profile B5 to B7
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0.69
RMSE
AS3LSTM
0.4256
2.2103
3.995
5.7797
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
AS3LSTM
Ttr (Training time)=83...
2025.12
0.69
0.81
DDAN
Ttr (Training time)=86...
2025.12
0.71
0.7
MMD-LSTM-DA
Ttr (Training time)=11...
2025.12
1.04
0.78
CITL
Ttr (Training time)=1....
2025.12
1.05
0.72
BO-CNN-TL
Ttr (Training time)=48...
2025.12
5.35
0.64
SS-TCA
Ttr (Training time)=8....
2025.12
7.3
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