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SOC-SOH co-estimation across the battery life cycle using a simplified electrochemical model with adaptive parameter updating and LSTM

As a core function of the battery management system, state of charge (SOC) estimation has been the focus of investigation. However, previous research does not adequately consider the bidirectional interference effect between battery state of health (SOH) and SOC estimation. This leads to an increase...

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Principais autores: Dianliang Yang, Nailiang Qi, Mingying Huo, Yijiao Liu, Chao Lyu, Mengda Duan
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2026-04-01
Colecção:International Journal of Electrochemical Science
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Acesso em linha:http://www.sciencedirect.com/science/article/pii/S1452398126000210
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