A Novel Health Factor to Predict the Battery’s State-of-Health Using a Support Vector Machine Approach

A Novel Health Factor to Predict the Battery’s State-of-Health Using a Support Vector Machine Approach

The maximum available capacity is an important indicator for determining the State-of-Health (SOH) of a lithium-ion battery. Upon analyzing the experimental results of the cycle life and open circuit voltage tests, a novel health factor which can be used to characterize the maximum available capacit...

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Bibliographic Details
Main Authors: Kai Huang, Yong-Fang Guo, Ming-Lang Tseng, Kuo-Jui Wu, Zhi-Gang Li
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Applied Sciences
Subjects:
lithium-ion battery
terminal voltage drop
state of health
support vector machine
capacity fading
Online Access:http://www.mdpi.com/2076-3417/8/10/1803

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