Remaining Useful Life Predictionmethod for Lithium-ion Batteries Based on CEEMD-AKF

Aiming at the problems of complex modeling and large errors in the prediction of remaining useful life (RUL) of lithium-ion batteries, a novel RUL prediction method was proposed. Firstly, the battery historical capacity was decomposed into a set of intrinsic mode functions (IMFs) and one residue...

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Bibliographic Details

Published in:	Journal of Harbin University of Science and Technology
Main Authors:	CHEN Xiang, XIA Fei
Format:	Article
Language:	Chinese
Published:	Harbin University of Science and Technology Publications 2023-06-01
Subjects:	lithium-ion batteries remaining useful life autoregressive mode permutation entropy monte carlo simulation
Online Access:	https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2211