A Comparative Study of Weighted Recursive Least Square Algorithm and Variable Forgetting Factor Recursive Least Square Algorithm for Parameter Estimation of Lithium-Ion Battery

This paper focuses on the development of a lithium-ion (Li-ion) battery model using a Thevenin circuit to analyze its immediate and transient response. The battery model is utilized alongside a Weighted Recursive Least Square (WRLS) algorithm for estimating battery parameters. The performance of thi...

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Vydané v:	2024 International Telecommunications Conference (ITC-Egypt) s. 416 - 422
Hlavní autori:	Ghaly, Engy A., Abdel-Khalik, Ayman S., Hamdy, Ragi A.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 22.07.2024
Predmet:	Accuracy Analytical models Lithium-ion batteries Lithium-Ion battery (Li-ion) Parameter estimation Prediction algorithms Transient response Variable Forgetting Factor Recursive Least Square (VFFRLS) Voltage Weighted Recursive Least Square (WRLS)
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