Battery Stress Factor Ranking for Accelerated Degradation Test Planning Using Machine Learning

Battery Stress Factor Ranking for Accelerated Degradation Test Planning Using Machine Learning

Lithium-ion batteries power numerous systems from consumer electronics to electric vehicles, and thus undergo qualification testing for degradation assessment prior to deployment. Qualification testing involves repeated charge–discharge operation of the batteries, which can take more than three mont...

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Bibliographic Details
Main Authors: Saurabh Saxena, Darius Roman, Valentin Robu, David Flynn, Michael Pecht
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Energies
Subjects:
lithium-ion batteries
cycle life
temperature
C-rate
accelerated testing
machine learning
Online Access:https://www.mdpi.com/1996-1073/14/3/723

Internet

https://www.mdpi.com/1996-1073/14/3/723

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