Battery SoH Prediction on Battery SoH 1-Cycle prediction horizon
0.014RMSETransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Transformer#Params (x10^3)=2,559.5, FLOPs (x10^6)=133.22025.12 | 0.014 | 0.009 | 27.9 | |
| Pace#Params (x10^3)=70.9, FLOPs (x10^6)=5.12025.12 | 0.023 | 0.01 | 613.4 | |
| BCA#Params (x10^3)=173.5, FLOPs (x10^6)=5.02025.12 | 0.034 | 0.018 | 169.5 | |
| TCN#Params (x10^3)=47.0, FLOPs (x10^6)=1.72025.12 | 0.036 | 0.022 | 580.2 |