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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...
Autores principales: | Wang, Yu-Chun, Shao, Nei-Chun, Chen, Guan-Wen, Hsu, Wei-Shen, Wu, Shun-Chi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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