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State of Health Estimation Based on the Long Short-Term Memory Network Using Incremental Capacity and Transfer Learning

Battery state of health (SOH) estimating is essential for the safety and preservation of electric vehicles. The degradation mechanism of batteries under different aging conditions has attracted considerable attention in SOH prediction. In this article, the discharge voltage curve early in the cycle...

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Detalles Bibliográficos
Autores principales: Yao, Lei, Wen, Jishu, Xu, Shiming, Zheng, Jie, Hou, Junjian, Fang, Zhanpeng, Xiao, Yanqiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606980/
https://www.ncbi.nlm.nih.gov/pubmed/36298185
http://dx.doi.org/10.3390/s22207835