Research on optimized SOC estimation algorithm based on extended kalman filter

The paper studies the estimation of state of charge (SOC) of batteries. Firstly, the research status of battery management system, battery equivalent model and SOC estimation algorithm is introduced, and the performance of common equivalent circuit model and SOC estimation algorithm in complexity an...

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Autors principals:	Bo Yang, Guanjun Li, Wencheng Tang, Haoyuan Li
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2022-09-01
Col·lecció:	Frontiers in Energy Research
Matèries:	state of charge estimation algorithm extended kalman filter nomenclature: simulink (RRID:SCR_014744) matlab (RRID:SCR_001622) kalman filter
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fenrg.2022.1027439/full
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