Shared E-bike battery systems offer a solution to battery range limitations by enabling battery swapping. Here, authors develop a billion-parameter large foundation model trained on over ten million E-bike batteries data, which is capable of three downstream tasks: anomaly detection, state of health estimation, and remaining range prediction.
- Donghui Ding
- Zhao Li
- Huiqi Hu
