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State-of-Charge Estimation for Lithium-Ion Batteries Using Residual Convolutional Neural Networks

State-of-charge (SOC) is a relative quantity that describes the ratio of the remaining capacity to the present maximum available capacity. Accurate SOC estimation is essential for a battery-management system. In addition to informing the user of the expected usage until the next recharge, it is cruc...

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Detalles Bibliográficos
Autores principales: Wang, Yu-Chun, Shao, Nei-Chun, Chen, Guan-Wen, Hsu, Wei-Shen, Wu, Shun-Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414385/
https://www.ncbi.nlm.nih.gov/pubmed/36016065
http://dx.doi.org/10.3390/s22166303