Battery SoH Prediction on Battery SoH 50-Cycle prediction horizon
0.017RMSETransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Transformer#Params (x10^3)=2,559.5, FLOPs (x10^6)=133.22025.12 | 0.017 | 0.009 | 23 | |
| Pace#Params (x10^3)=70.9, FLOPs (x10^6)=5.12025.12 | 0.035 | 0.015 | 403.1 | |
| BCA#Params (x10^3)=173.5, FLOPs (x10^6)=5.02025.12 | 0.038 | 0.02 | 150.5 | |
| TCN#Params (x10^3)=47.0, FLOPs (x10^6)=1.72025.12 | 0.057 | 0.042 | 373.6 |