An Adaptive Modeling Method for the Prognostics of Lithium-Ion Batteries on Capacity Degradation and Regeneration

An Adaptive Modeling Method for the Prognostics of Lithium-Ion Batteries on Capacity Degradation and Regeneration

Accurate prediction of remaining useful life (RUL) is crucial to the safety and reliability of the lithium-ion battery management system (BMS). However, the performance of a lithium-ion battery deteriorates nonlinearly and is heavily affected by capacity-regeneration phenomena during practical usage...

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Hlavní autoři: Liming Deng, Wenjing Shen, Kangkang Xu, Xuhui Zhang
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2024-04-01
Edice:Energies
Témata:
capacity degradation
capacity regeneration
dual-particle filter estimation
adaptive modeling
lithium-ion battery
prediction performance
On-line přístup:https://www.mdpi.com/1996-1073/17/7/1679

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https://www.mdpi.com/1996-1073/17/7/1679

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