Table 2 Statistics of three task datasets
From: Large lithium-ion battery model for secure shared electric bike battery in smart cities
Dataset Type | Cell Type | #Training | #Validation | #Testing |
|---|---|---|---|---|
Anomaly Detection | FE32 | 1800 | 645 | 645 |
| Â | FE30 | 5493 | 1800 | 1800 |
| Â | FE29 | 6657 | 2262 | 2262 |
| Â | Total | 13,950 | 4650 | 4650 |
SoH Estimation | FE32 | 38,262 | 12,755 | 12,755 |
| Â | FE30 | 6439 | 2147 | 2147 |
| Â | FE29 | 2275 | 760 | 760 |
| Â | TG29 | 1917 | 639 | 639 |
| Â | DT29 | 636 | 213 | 213 |
| Â | AMP29 | 1293 | 432 | 432 |
Remain Range Prediction | FE32 | 6783 | 1162 | 1162 |
| Â | FE30 | 1111 | 370 | 370 |
| Â | FE29 | 357 | 119 | 119 |
| Â | TG29 | 1063 | 354 | 354 |
| Â | DT29 | 1254 | 418 | 418 |
| Â | AMP29 | 732 | 244 | 244 |
