A Novel Method of SOC Estimation for Electric Vehicle Based on Adaptive Particle Filter

Aimed at improving SOC estimation accuracy, speed and robust of battery on electric vehicle, SOC estimation method based on adaptive particle filter is proposed. 1-order RC and lag model, 2-order RC and lag model, 3-order RC and lag model are built. Particle Swarm algorithm is used to search optimal...

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Veröffentlicht in:	Automatic control and computer sciences 2020-09, Vol.54 (5), p.412-422
Hauptverfasser:	Jiabao Tao, Zhu, Dunyao, Sun, Chuan, Chu, Duanfeng, Ma, Yulin, Li, Haibo, Li, Yicheng, Xu, Tingxuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Adaptive filters Algorithms Computer Science Control Structures and Microprogramming Electric vehicles Model accuracy Robustness State estimation
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