A reliability evaluation method of complex electromechanical products based on the multi-stress coupling acceleration model

被引:6
|
作者
Pan, Guangze [1 ]
Ding, Xiaojian [1 ,2 ]
Li, Dan [1 ,2 ]
Li, Yaqiu [1 ]
Wang, Yuanhang [1 ]
机构
[1] China Elect Prod Reliabil & Environm Testing Res I, 76 West Zhucun Ave, Guangzhou, Peoples R China
[2] Guangdong Prov Key Lab Elect Informat Prod Reliabi, 76 West Zhucun Ave, Guangzhou, Peoples R China
关键词
Coupling competition PoF model; Multi -stress coupling failure mechanism; Multi -stress coupling acceleration model; Reliability evaluation; LIFE TEST;
D O I
10.1016/j.engfailanal.2023.107115
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper proposes a reliability evaluation method based on a multi-stress coupling acceleration model. It can be used for testing complex electromechanical products that have high reliability, long lifetimes and small samples. Considering complex and diverse failure modes, as well as the coupled competitive characteristics of electromechanical products, a coupling competition physics of failure (PoF) model based on a Copula function was constructed, together with a proposed solution. Regarding the complex stress types and coupling relations that occur during the service of electromechanical products, a multi-stress coupling quantitative method based on a coupling matrix is proposed to analyse multi-stress coupling failure mechanisms. Moreover, the developed model is a multi-stress coupling acceleration model, which is solved using a maximumlikelihood function and covariance matrix. Finally, the reliability of a servo system was evaluated and the results compared with those of a traditional method without consideration of coupling competition of failure modes and multi-stress coupling. The proposed method is superior in terms of evaluation accuracy and application range.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] A new statistical inference method for multi-stress accelerated life testing based on random variable transformation
    Zhang, Xiangxiang
    Yang, Jun
    Kong, Xuefeng
    APPLIED MATHEMATICAL MODELLING, 2021, 100 : 379 - 393
  • [32] Evaluation Method of Software Reliability Based on SPN Model
    PAN Ping
    MAO Xinyue
    ZHU Xuan
    Wuhan University Journal of Natural Sciences, 2016, 21 (03) : 242 - 248
  • [33] Electromechanical Coupling Model of AC Asynchronous Motor Drive System Based on Multiscale Method
    Pan, Qiuping
    Zhang, Jiaxiang
    JORDAN JOURNAL OF MECHANICAL AND INDUSTRIAL ENGINEERING, 2021, 15 (01): : 72 - 81
  • [34] Performance model-based reliability simulation analysis of multi-state electromechanical system
    Hu, Yubin
    Wang, Ruping
    Wang, Xin
    Wang, Tao
    Zhan, Zitao
    2018 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-CHONGQING 2018), 2018, : 985 - 992
  • [35] A simulative reliability trial method for mechanism based on multi-factors coupling
    Sun, Zhong-Chao
    Yu, Tian-Xiang
    Cui, Wei-Min
    Song, Bi-Feng
    Yuhang Xuebao/Journal of Astronautics, 2013, 34 (11): : 1516 - 1522
  • [36] Multi-stage Bayesian Evaluation Method of Reliability Growth for Large Complex System
    Chen, Guangyu
    Li, Liang
    Li, Jing
    Miao, Qiang
    2015 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM), 2015,
  • [37] Research on reliability analytical method of complex system based on CBN model
    Sun, Yuantao
    Chen, Kaige
    Liu, Chao
    Zhang, Qing
    Qin, Xianrong
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2021, 35 (01) : 107 - 120
  • [38] Research on reliability analytical method of complex system based on CBN model
    Yuantao Sun
    Kaige Chen
    Chao Liu
    Qing Zhang
    Xianrong Qin
    Journal of Mechanical Science and Technology, 2021, 35 : 107 - 120
  • [39] THE VISUAL STRESS MODEL - A PSYCHOPHYSIOLOGICAL METHOD FOR THE EVALUATION OF OPERATIONAL RELIABILITY OF PILOTS AND COSMONAUTS
    KAMMEL, H
    HAASE, H
    ACTA ASTRONAUTICA, 1987, 15 (02) : 125 - 132
  • [40] Uncertain texture features fusion based method for performance condition evaluation of complex electromechanical systems
    Wang, Rongxi
    Gao, Xu
    Gao, Jianmin
    Gao, Zhiyong
    Xie, Juntai
    ISA TRANSACTIONS, 2021, 112 : 108 - 121