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State of Health Prediction of Lithium-Ion Battery Based on Deep Dilated Convolution

A battery’s charging data include the timing information with respect to the charge. However, the existing State of Health (SOH) prediction methods rarely consider this information. This paper proposes a dilated convolution-based SOH prediction model to verify the influence of charging timing inform...

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Detalles Bibliográficos
Autores principales: Fu, Pengyu, Chu, Liang, Li, Jihao, Guo, Zhiqi, Hu, Jincheng, Hou, Zhuoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736527/
https://www.ncbi.nlm.nih.gov/pubmed/36502139
http://dx.doi.org/10.3390/s22239435