A Novel Fading Memory Recursive Least Square Method (FMLS) for Accurate State of Charge Estimation of Lithium-ion Batteries Combined with Improved Second Order PNGV Modeling

As the main energy storage element and power source of electric vehicles, the accurate estimation of the state of charge (SOC) of lithium-ion batteries is very important for the battery management system of electric vehicles, as well as for the driving range and safety. To accurately describe the ch...

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Veröffentlicht in:	International journal of electrochemical science Jg. 16; H. 9; S. 21097
Hauptverfasser:	Liu, Donglei, Fan, Yongcun, Wang, Shunli, Xia, Lili, Qiu, Jingsong, Bobobee, Etse Dablu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.09.2021
Schlagworte:	electrical equivalent circuit model Extended Kalman filter FMRLS lithium-ion batteries state of charge estimation electrical equivalent circuit model lithium-ion batteries FMRLS Extended Kalman filter state of charge estimation
ISSN:	1452-3981, 1452-3981
Online-Zugang:	Volltext
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