Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Wiener Processes with Considering the Relaxation Effect

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Wiener Processes with Considering the Relaxation Effect

Remaining useful life (RUL) prediction has great importance in prognostics and health management (PHM). Relaxation effect refers to the capacity regeneration phenomenon of lithium-ion batteries during a long rest time, which can lead to a regenerated useful time (RUT). This paper mainly studies the...

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Bibliographic Details
Main Authors: Xiaodong Xu, Chuanqiang Yu, Shengjin Tang, Xiaoyan Sun, Xiaosheng Si, Lifeng Wu
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
lithium-ion battery
relaxation
remaining useful life
regenerated useful time
Wiener processes
Bayesian framework
maximum likelihood estimation
Online Access:https://www.mdpi.com/1996-1073/12/9/1685

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https://www.mdpi.com/1996-1073/12/9/1685

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