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Life Prediction of Battery Using a Neural Gaussian Process with Early Discharge Characteristics

The state of health (SOH) prediction of lithium-ion batteries (LIBs) is of crucial importance for the normal operation of the battery system. In this paper, a new method for cycle life and full life cycle capacity prediction is proposed, which combines the early discharge characteristics with the ne...

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Detalles Bibliográficos
Autores principales: Yin, Aijun, Tan, Zhibin, Tan, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915406/
https://www.ncbi.nlm.nih.gov/pubmed/33562499
http://dx.doi.org/10.3390/s21041087