Review on Lithium-ion Battery PHM from the Perspective of Key PHM Steps

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dc.contributor.authorKong, Jinzhenen
dc.contributor.authorLiu, Jieen
dc.contributor.authorZhu, Jingzheen
dc.contributor.authorZhang, Xien
dc.contributor.authorTsui, Kwok-Leungen
dc.contributor.authorPeng, Zhikeen
dc.contributor.authorWang, Dongen
dc.date.accessioned2024-07-29T12:15:51Zen
dc.date.available2024-07-29T12:15:51Zen
dc.date.issued2024-07-22en
dc.date.updated2024-07-28T03:24:57Zen
dc.description.abstractPrognostics and health management (PHM) has gotten considerable attention in the background of Industry 4.0. Battery PHM contributes to the reliable and safe operation of electric devices. Nevertheless, relevant reviews are still continuously updated over time. In this paper, we browsed extensive literature related to battery PHM from 2018 to 2023 and summarized advances in battery PHM field, including battery testing and public datasets, fault diagnosis and prediction methods, health status estimation and health management methods. The last topic includes state of health estimation methods, remaining useful life prediction methods and predictive maintenance methods. Each of these categories is introduced and discussed in details. Based on this survey, we accordingly discuss challenges left to battery PHM, and provide future research opportunities. This research systematically reviews recent research about battery PHM from the perspective of key PHM steps and provide some valuable prospects for researchers and practitioners.en
dc.description.versionPublished versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationChinese Journal of Mechanical Engineering. 2024 Jul 22;37(1):71en
dc.identifier.doihttps://doi.org/10.1186/s10033-024-01055-zen
dc.identifier.urihttps://hdl.handle.net/10919/120725en
dc.language.isoenen
dc.rightsCreative Commons Attribution 4.0 Internationalen
dc.rights.holderThe Author(s)en
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en
dc.titleReview on Lithium-ion Battery PHM from the Perspective of Key PHM Stepsen
dc.title.serialChinese Journal of Mechanical Engineeringen
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten

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