State of Health Estimation of Lithium-ion Battery Using a CS-SVR Model Based on Evidence Reasoning Rule

State of Health Estimation of Lithium-ion Battery Using a CS-SVR Model Based on Evidence Reasoning Rule

The state of health (SOH) estimation accuracy of lithium-ion battery affects the safety and service life of batteries. Aimed at the problem in SOH estimation of lithium-ion battery, a cuckoo search support vector regression (CS-SVR) model based on the evidence reasoning (ER) rule was proposed for SO...

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Bibliographic Details
Main Author: XU Hongdong, GAO Haibo, XU Xiaobin, LIN Zhiguo, SHENG Chenxing
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2022-04-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
lithium-ion battery
evidence reasoning (er) rule
cuckoo search (cs)
state of health (soh) estimation
support vector regression (svr)
Online Access:http://xuebao.sjtu.edu.cn/article/2022/1006-2467/1006-2467-56-4-413.shtml

Internet

http://xuebao.sjtu.edu.cn/article/2022/1006-2467/1006-2467-56-4-413.shtml

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