SOH estimation on Battery Mission Profile B4 to B5
0.96R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.55, Tte (Testing time)=0.19, L (Hidden nodes)=3.62025.12 | 0.96 | 0.35 | |
| DDANTtr (Training time)=903.98, Tte (Testing time)=12602025.12 | 0.94 | 0.42 | |
| SS-TCATtr (Training time)=7.7, Tte (Testing time)=1.732025.12 | 0.93 | 0.49 | |
| BO-CNN-TLTtr (Training time)=46.3, Tte (Testing time)=56.812025.12 | 0.89 | 3.42 | |
| AS3LSTMTtr (Training time)=595.08, Tte (Testing time)=522.942025.12 | 0.76 | 1.38 | |
| MMD-LSTM-DATtr (Training time)=118.87, Tte (Testing time)=24.262025.12 | 0.5 | 2.03 |