Research on Performance Degradation Prediction Method of Electric Vehicle Reducers Based on MDS-GA-SVR

Research on Performance Degradation Prediction Method of Electric Vehicle Reducers Based on MDS-GA-SVR

A method for modeling performance degradation with multiple dimensional scale (MDS) transformation and genetic algorithm optimized support vector regression (GA-SVR) is proposed to improve the prediction accuracy of electric vehicle reducers by fully exploiting the performance degradation informati...

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Bibliographic Details
Main Authors: He Yinda, Li Weilin, Chen Feng, He Qingchuan, Pan Jun, Ma Xingjian
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2024-01-01
Series:Jixie chuandong
Subjects:
Electric vehicle reducer
Multiple dimensional scaling
Genetic algorithm
Support vector regression
Degradation trend prediction
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.01.020
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http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2024.01.020

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