A novel state-of-health prediction method based on long short-term memory network with attention mechanism for lithium-ion battery

The state-of-health (SOH) of lithium-ion batteries is one of the important core issues of battery management systems (BMS). After the battery reaches its end of life (EOL), its safety performance will deteriorate rapidly, which will be a huge threat to electric vehicles (EVs). Therefore, the accurat...

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Autors principals: Xiaodong Zhang, Jing Sun, Yunlong Shang, Song Ren, Yiwei Liu, Diantao Wang
Format: Article
Idioma:English
Publicat: Frontiers Media S.A. 2022-08-01
Col·lecció:Frontiers in Energy Research
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Accés en línia:https://www.frontiersin.org/articles/10.3389/fenrg.2022.972486/full