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An unscented kalman filtering method for estimation of state-of-charge of lithium-ion battery

Accurate estimation of battery state of charge (SOC) is of great significance to improve battery management and service life. An unscented Kalman filter (UKF) method is used to increase the accuracy of SOC estimation in this paper. Firstly, a battery model that the parameters are identified by using...

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Bibliografische gegevens
Hoofdauteurs: Jishu Guo, Shulin Liu, Rui Zhu
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Frontiers Media S.A. 2023-01-01
Reeks:Frontiers in Energy Research
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Online toegang:https://www.frontiersin.org/articles/10.3389/fenrg.2022.998002/full
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