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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Những tác giả chính: Xiaodong Zhang, Jing Sun, Yunlong Shang, Song Ren, Yiwei Liu, Diantao Wang
Định dạng: Bài viết
Ngôn ngữ:English
Được phát hành: Frontiers Media S.A. 2022-08-01
Loạt:Frontiers in Energy Research
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Truy cập trực tuyến:https://www.frontiersin.org/articles/10.3389/fenrg.2022.972486/full