Battery SoH Prediction on Battery SoH 30-Cycle prediction horizon
1.6RMSETransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Transformer#Params (x10^3)=2,559.5, FLOPs (x10^6)=133.22025.12 | 1.6 | 1 | 24.4 | |
| Pace#Params (x10^3)=70.9, FLOPs (x10^6)=5.12025.12 | 3.3 | 1.4 | 427.5 | |
| BCA#Params (x10^3)=173.5, FLOPs (x10^6)=5.02025.12 | 3.7 | 2 | 155.8 | |
| TCN#Params (x10^3)=47.0, FLOPs (x10^6)=1.72025.12 | 5.3 | 3.9 | 401.8 |