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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Vydáno v:	International journal of electrochemical science Ročník 16; číslo 9; s. 21097
Hlavní autoři:	Liu, Donglei, Fan, Yongcun, Wang, Shunli, Xia, Lili, Qiu, Jingsong, Bobobee, Etse Dablu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.09.2021
Témata:	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
On-line přístup:	Získat plný text
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