Incremental Capacity Curve Health-Indicator Extraction Based on Gaussian Filter and Improved Relevance Vector Machine for Lithium–Ion Battery Remaining Useful Life Estimation

Accurate prediction of the remaining useful life (RUL) of lithium–ion batteries is the focus of lithium–ion battery health management. To achieve high–precision RUL estimation of lithium–ion batteries, a novel RUL prediction model is proposed by combining the extraction of health indicators based on...

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Autori principali:	Yongcun Fan, Jingsong Qiu, Shunli Wang, Xiao Yang, Donglei Liu, Carlos Fernandez
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2022-08-01
Serie:	Metals
Soggetti:	lithium–ion battery incremental capacity curve Gaussian filtering adaptive kernel function remaining useful life estimation
Accesso online:	https://www.mdpi.com/2075-4701/12/8/1331
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