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
  • [1] Reliability evaluation method based on the improved grey prediction model and multi-stress acceleration model
    Pan, Guangze
    Qi, Hongliang
    Li, Dan
    Chen, Bochen
    MEASUREMENT, 2025, 251
  • [2] Acceleration model considering multi-stress coupling effect and reliability modeling method based on nonlinear Wiener process
    Yi, Xiaojian
    Wang, Zhezhe
    Liu, Shulin
    Tang, Qing
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2024, 40 (06) : 3055 - 3078
  • [3] Smart meter lifetime evaluation based on multi-stress acceleration test method
    Zha, Guoqing
    Huang, Xiaokai
    Kang, Rui
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2015, 41 (12): : 2217 - 2224
  • [4] Multi-stress accelerated life evaluation method considering generalized coupling
    Zhang F.
    Tian R.
    Wang P.
    Dong L.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (10): : 3350 - 3361
  • [5] A new universal multi-stress acceleration model and multi-parameter estimation method based on particle swarm optimization
    Liu, Yao
    Wang, Yashun
    Fan, Zhengwei
    Chen, Xun
    Zhang, Chunhua
    Tan, Yuanyuan
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2020, 234 (06) : 764 - 778
  • [6] The Optimization Method of Component Multi-stress Reliability Enhancement Test Based on Fuzzy Theory
    Guan, Shukai
    Wan, Bo
    Zhang, Zhongqing
    Zuo, Jianwei
    2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-QINGDAO), 2019,
  • [7] Reliability evaluation for electromechanical products based on improved multilevel nested Copula method
    Su C.
    Wang Q.
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2022, 52 (05): : 981 - 989
  • [8] Reliability Growth Method for Electromechanical Products Based on Organizational Reliability Capability Evaluation and Decision-Making
    Mu, Zongyi
    Li, Jian
    Zhang, Xiaogang
    Zhang, Genbao
    Li, Jinyuan
    Wei, Hao
    MATHEMATICS, 2024, 12 (23)
  • [9] Research on Accelerated Degradation Test and Reliability Evaluation Method of Electromechanical Products
    Wang, Yi
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 482 - 487
  • [10] Monotone Constraint Model Applied to the Reliability Growth Evaluation of Electromechanical Products
    Min, Huang
    Jun, Yi
    Wei, Wang
    MATERIALS RESEARCH AND APPLICATIONS, PTS 1-3, 2014, 875-877 : 2042 - 2046