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SOC Estimation of Lithium-Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron

The state of charge (SOC) is one of the main indexes of the lithium-ion battery, which affects the practice range of new energy vehicles and the safety of the battery. Nevertheless, the value of SOC cannot be measured directly. At present, the algorithm for estimating the state of charge is not very...

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Detalles Bibliográficos
Autores principales: Li, Xueguang, Jiang, Haizhou, Guo, Sufen, Xu, Jingxiu, Li, Meiyan, Liu, Xiaoyan, Zhang, Xusong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9126684/
https://www.ncbi.nlm.nih.gov/pubmed/35615546
http://dx.doi.org/10.1155/2022/3920317