A Digital Twin-Driven Life Prediction Method of Lithium-Ion Batteries Based on Adaptive Model Evolution

A Digital Twin-Driven Life Prediction Method of Lithium-Ion Batteries Based on Adaptive Model Evolution

Accurate life prediction and reliability evaluation of lithium-ion batteries are of great significance for predictive maintenance. In the whole life cycle of a battery, the accurate description of the dynamic and stochastic characteristics of life has always been a key problem. In this paper, the co...

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Bibliographic Details
Main Authors: Dezhen Yang, Yidan Cui, Quan Xia, Fusheng Jiang, Yi Ren, Bo Sun, Qiang Feng, Zili Wang, Chao Yang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Materials
Subjects:
life prediction
reliability evaluation
lithium-ion battery
digital twin
model evolution
predictive maintenance
Online Access:https://www.mdpi.com/1996-1944/15/9/3331

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https://www.mdpi.com/1996-1944/15/9/3331

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