Prognostics of Lithium-Ion Batteries Based on Battery Performance Analysis and Flexible Support Vector Regression

Prognostics of Lithium-Ion Batteries Based on Battery Performance Analysis and Flexible Support Vector Regression

Accurate prediction of the remaining useful life (RUL) of lithium-ion batteries is important for battery management systems. Traditional empirical data-driven approaches for RUL prediction usually require multidimensional physical characteristics including the current, voltage, usage duration, batte...

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Bibliographic Details
Main Authors: Shuai Wang, Lingling Zhao, Xiaohong Su, Peijun Ma
Format: Article
Language:English
Published: MDPI AG 2014-10-01
Series:Energies
Subjects:
lithium-ion batteries
remaining useful life (RUL)
energy efficiency
working temperature
flexible support vector (SV)
Online Access:http://www.mdpi.com/1996-1073/7/10/6492

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http://www.mdpi.com/1996-1073/7/10/6492

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