SOH estimation on Battery Mission Profile B5 to B1
0.89R2BO-CNN-TL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BO-CNN-TLTtr (Training time)=77.19, Tte (Testing time)=75.532025.12 | 0.89 | 2.77 | |
| CITLTtr (Training time)=0.46, Tte (Testing time)=0.12, L (Hidden nodes)=6.82025.12 | 0.89 | 1.13 | |
| AS3LSTMTtr (Training time)=652.56, Tte (Testing time)=812.112025.12 | 0.83 | 1.16 | |
| MMD-LSTM-DATtr (Training time)=172.93, Tte (Testing time)=54.542025.12 | 0.72 | 1.45 | |
| DDANTtr (Training time)=809.36, Tte (Testing time)=13302025.12 | 0.7 | 1.46 | |
| SS-TCATtr (Training time)=12.14, Tte (Testing time)=2.732025.12 | 0.27 | 2.93 |