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...

詳細記述

書誌詳細
出版年:Frontiers in Energy Research
主要な著者: Jishu Guo, Shulin Liu, Rui Zhu
フォーマット: 論文
言語:英語
出版事項: Frontiers Media S.A. 2023-01-01
主題:
オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/fenrg.2022.998002/full