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Prediction of Lithium-Ion Battery Capacity by Functional Principal Component Analysis of Monitoring Data

The lithium-ion (Li-ion) battery is a promising energy storage technology for electronics, automobiles, and smart grids. Extensive research was conducted in the past to improve the prediction of the remaining capacity of the Li-ion battery. A robust prediction model would improve the battery perform...

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Main Authors: MD Shoriat Ullah, Kangwon Seo
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
Colecção:Applied Sciences
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Acesso em linha:https://www.mdpi.com/2076-3417/12/9/4296
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