Collaborative Framework of Transformer and LSTM for Enhanced State-of-charge Estimation in Lithium-Ion Batteries

Gengyi Bao,Xinhua Liu,Bosong Zou, Kaiyi Yang, Junwei Zhao,Lisheng Zhang, Muyang Chen, Yuanting Qiao, Wentao Wang, Rui Tan, Xiangwen Wang

Energy（2025）

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State-of-Charge estimation,Deep learning,Energy storage,Battery management systems,Transformer,Long short-term memory

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