An attention-enhanced multi-scale feature fusion framework for accurate joint prediction of battery SOH and RUL

Precise prediction of state-of-health (SOH) and remaining useful life (RUL) for lithium-ion batteries (LIBs) is pivotal to optimizing the battery management system (BMS) and advancing sustainable energy systems, yet remains challenging due to local steep drops and capacity regeneration phenomenon. T...

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Detalhes bibliográficos

Principais autores:	Sicheng Wan, Yibo Wang, Jiangshuang Huang, Sihui Xue, Xiangyu Zhang, Xinman Chen, Junxi Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2026-06-01
coleção:	Energy Reports
Assuntos:	State-of-health (SOH) Remaining useful life (RUL) Capacity regeneration phenomenon Battery management Lithium-ion battery
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2352484726003197
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