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Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques
State of charge (SOC) is a crucial index used in the assessment of electric vehicle (EV) battery storage systems. Thus, SOC estimation of lithium-ion batteries has been widely investigated because of their fast charging, long-life cycle, and high energy density characteristics. However, precise SOC...
Autores principales: | Hannan, M. A., Lipu, M. S. Hossain, Hussain, Aini, Ker, Pin Jern, Mahlia, T. M. I., Mansor, M., Ayob, Afida, Saad, Mohamad H., Dong, Z. Y. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070070/ https://www.ncbi.nlm.nih.gov/pubmed/32170100 http://dx.doi.org/10.1038/s41598-020-61464-7 |
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