A Hybrid Method for Remaining Useful Life Estimation of Lithium-Ion Battery with Regeneration Phenomena

A Hybrid Method for Remaining Useful Life Estimation of Lithium-Ion Battery with Regeneration Phenomena

The lithium-ion battery has become the primary energy source of many electronic devices. Accurately forecasting the remaining useful life (RUL) of a battery plays an essential role in ensuring reliable operatioin of an electronic system. This paper investigates the lithium-ion battery RUL prediction...

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Bibliographic Details
Main Authors: Lin Zhao, Yipeng Wang, Jianhua Cheng
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Applied Sciences
Subjects:
lithium-ion battery
remaining useful life
hybrid approach
relevance vector machine
gray model
regeneration phenomena
Online Access:https://www.mdpi.com/2076-3417/9/9/1890

Internet

https://www.mdpi.com/2076-3417/9/9/1890

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