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Deep learning to estimate lithium-ion battery state of health without additional degradation experiments

State of health is a critical state which evaluates the degradation level of batteries. However, it cannot be measured directly but requires estimation. While accurate state of health estimation has progressed markedly, the time- and resource-consuming degradation experiments to generate target batt...

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Detalles Bibliográficos
Autores principales: Lu, Jiahuan, Xiong, Rui, Tian, Jinpeng, Wang, Chenxu, Sun, Fengchun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183024/
https://www.ncbi.nlm.nih.gov/pubmed/37179411
http://dx.doi.org/10.1038/s41467-023-38458-w