Improved Battery Cycle Life Prediction Using a Hybrid Data-Driven Model Incorporating Linear Support Vector Regression and Gaussian.

Alipour, Mohammad; Tavallaey, Shiva Sander; Andersson, Anna M; Brandell, Daniel

Alipour, Mohammad; Tavallaey, Shiva Sander; Andersson, Anna M; Brandell, Daniel.

Afiliação

Alipour M; Department of Chemistry - Ångström Laboratory, Uppsala University, 751 21, Uppsala, Sweden.
Tavallaey SS; ABB AB Corporate Research, Forskargränd 7, SE-721 78, Västerås, Sweden.
Andersson AM; Department of Mechanics, School of Science KTH, SE-100 44, Stockholm, Sweden.
Brandell D; ABB AB Corporate Research, Forskargränd 7, SE-721 78, Västerås, Sweden.

Chemphyschem ; 23(7): e202100829, 2022 04 05.

Article em En | MEDLINE | ID: mdl-35075749

Assuntos

Fontes de Energia Elétrica; Lítio; Íons

Palavras-chave

Gaussian process regression; battery cycle life; cycle life prediction; data-driven modeling; linear support vector regression

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Fontes de Energia Elétrica / Lítio Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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