Remaining useful life prediction of lithium-ion batteries using CEEMDAN and WOA-SVR model

The remaining useful life (RUL) prediction of Lithium-ion batteries (LIBs) is a crucial element of battery health management. The accurate prediction of RUL enables the maintenance and replacement of batteries with potential safety hazards, which ensures safe and stable battery operation. This paper...

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Bibliographic Details

Main Authors:	Xianmeng Meng, Cuicui Cai, Yueqin Wang, Qijian Wang, Linglong Tan
Format:	Artigo
Language:	Inglês
Published:	Frontiers Media S.A. 2022-09-01
Series:	Frontiers in Energy Research
Subjects:	remaining useful life lithium-ion battery whale optimization algorithm CEEMDAN support vector regression
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2022.984991/full
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