State of charge estimation of li-ion batteries based on the noise-adaptive interacting multiple model

This paper presents a type of noise-adaptive (NA) interacting multiple model (IMM) algorithm combined with an unscented Kalman filter (UKF) in order to address problems in poor filtering accuracy and filtering divergence of IMM caused by the statistical properties of noise. These properties further...

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Détails bibliographiques
Auteurs principaux: Ce Huang, Xiaoyang Yu, Yongchao Wang, Yongqin Zhou, Ran Li
Format: article
Langue:EN
Publié: Elsevier 2021
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Accès en ligne:https://doaj.org/article/c452c9c3d1bc41ccbd19bdf5ea74b950
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