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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...
Autores principales: | Li, Xueguang, Jiang, Haizhou, Guo, Sufen, Xu, Jingxiu, Li, Meiyan, Liu, Xiaoyan, Zhang, Xusong |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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 |
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