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SOH estimation on Battery Mission Profile B5 to B2
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0.95
RMSE
MMD-LSTM-DA
0.726
2.238
3.75
5.262
Dec 9, 2025
RMSE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
R2
MMD-LSTM-DA
Ttr (Training time)=23...
2025.12
0.95
0.84
DDAN
Ttr (Training time)=98...
2025.12
1.39
0.54
CITL
Ttr (Training time)=33...
2025.12
1.4
0.67
AS3LSTM
Ttr (Training time)=70...
2025.12
3.84
0.54
BO-CNN-TL
Ttr (Training time)=56...
2025.12
5.74
0.67
SS-TCA
Ttr (Training time)=14...
2025.12
6.55
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