SOH estimation on Battery Mission Profile B2 to B5
0.72RMSEDDAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DDANTtr (Training time)=729.87, Tte (Testing time)=14512025.12 | 0.72 | 0.62 | |
| CITLTtr (Training time)=20.18, Tte (Testing time)=0.92, L (Hidden nodes)=101.652025.12 | 0.92 | 0.73 | |
| AS3LSTMTtr (Training time)=611.04, Tte (Testing time)=579.682025.12 | 1.83 | 0.68 | |
| MMD-LSTM-DATtr (Training time)=899.97, Tte (Testing time)=33.422025.12 | 2.08 | 0.48 | |
| BO-CNN-TLTtr (Training time)=177.44, Tte (Testing time)=51.072025.12 | 12 | 0.71 | |
| SS-TCATtr (Training time)=16.58, Tte (Testing time)=3.312025.12 | 17.73 | — |