A Novel Ultracapacitor State-of-Charge Fusion Estimation Method for Electric Vehicles Considering Temperature Uncertainty

An ultracapacitor State-of-Charge (SOC) fusion estimation method for electric vehicles under variable temperature environment is proposed in this paper. Firstly, Thevenin model is selected as the ultracapacitor model. Then, genetic algorithm (GA) is adopted to identify the ultracapacitor model param...

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Detalhes bibliográficos

Principais autores:	Chun Wang, Chaocheng Fang, Aihua Tang, Bo Huang, Zhigang Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-06-01
coleção:	Energies
Assuntos:	ultracapacitor state-of-charge (SOC) variable temperature model neural network adaptive extended Kalman filter (AEKF)
Acesso em linha:	https://www.mdpi.com/1996-1073/15/12/4309
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