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SOH estimation on Battery Mission Profile B5 to B1
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0.89
R2
BO-CNN-TL
0.2452
0.4126
0.58
0.7474
Dec 9, 2025
R2
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
RMSE
BO-CNN-TL
Ttr (Training time)=77...
2025.12
0.89
2.77
CITL
Ttr (Training time)=0....
2025.12
0.89
1.13
AS3LSTM
Ttr (Training time)=65...
2025.12
0.83
1.16
MMD-LSTM-DA
Ttr (Training time)=17...
2025.12
0.72
1.45
DDAN
Ttr (Training time)=80...
2025.12
0.7
1.46
SS-TCA
Ttr (Training time)=12...
2025.12
0.27
2.93
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