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State of Health Estimation of Lithium-Ion Batteries Based on Electrochemical Impedance Spectroscopy and Backpropagation Neural Network

The global electric vehicle (EV) is expanding enormously, foreseeing a 17.4% increase in compound annual growth rate (CAGR) by the end of 2027. The lithium-ion battery is considered as the most widely used battery technology in EV. The accurate and reliable diagnostic and prognostic of battery state...

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Principais autores: Sihan Zhang, Md Sazzad Hosen, Theodoros Kalogiannis, Joeri Van Mierlo, Maitane Berecibar
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-09-01
Colecção:World Electric Vehicle Journal
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Acesso em linha:https://www.mdpi.com/2032-6653/12/3/156
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