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...

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Detalles Bibliográficos
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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
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

Internet

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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