An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation

In this paper, an adaptive fusion algorithm is proposed to robustly estimate the state of charge of lithium-ion batteries. An improved recursive least square algorithm with a forgetting factor is employed to identify parameters of the built equivalent circuit model, and the least square support vect...

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Veröffentlicht in:	Journal of power sources Jg. 462; S. 228132
Hauptverfasser:	Shu, Xing, Li, Guang, Shen, Jiangwei, Yan, Wensheng, Chen, Zheng, Liu, Yonggang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 30.06.2020
Schlagworte:	Adaptive H-infinity filter Least square support vector machine Model-based method State of charge Least square support vector machine Adaptive H-infinity filter Model-based method State of charge
ISSN:	0378-7753, 1873-2755
Online-Zugang:	Volltext
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