An Equivalent Method for Fuzzy Reliability Analysis

被引:0
|
作者
Zhang, Xiaoqiang [1 ]
Gao, Huiying [2 ]
Huang, Hong-Zhong [1 ]
Behera, Diptiranjan [1 ]
机构
[1] Univ Elect Sci & Technol China, Ctr Syst Reliabil & Safety, 2006 Xiyuan Ave, Chengdu 611731, Sichuan, Peoples R China
[2] Xihua Univ, Sch Automobile & Transportat, 999 Jinzhou Rd, Chengdu 610039, Sichuan, Peoples R China
关键词
fuzzy variable; normal random variable; equivalent transformation; fuzzy reliability analysis; lambda-level cutting; EPISTEMIC UNCERTAINTY; INTERVAL NUMBER;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Traditional structural reliability analysis reveals that the structure is safe if the stress is less than the strength, otherwise the structure fails. However there is a doubt what will happen if the stress is slightly less or more than the strength. Additionally, the situation will be more complex if the failure threshold is also uncertain with respect to time. In this regard, fuzzy reliability theory has been developed and using lambda-level cutting method can deal with this problem well. But sometimes it is computationally expensive. So this paper proposed a novel reliability analysis method based on the concept of entropy to calculate the fuzzy reliability. By means of the invariance of entropy, that is, fuzzy entropy of the original fuzzy variable equals to probabilistic entropy of the equivalent random variable, fuzzy variable can be transformed into normal random variable. Accordingly, fuzzy reliability analysis is turned into classical reliability analysis, and the well-established theories of probability can be used to calculate the structural reliability. The rationality of the equivalent transformation is also proved in this paper. The proposed method is not only applicable to normal membership function but applicable to any other type of membership functions as well. Two example problems are analyzed to illustrate the applicability of the proposed method. Also -level cutting method is used for comparison. From the obtained results it can be concluded that the proposed method owns higher efficiency with almost the same accuracy.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Fuzzy reliability analysis based on probability density function equivalent
    An, Hai
    An, Weiguang
    Zhou, Ling
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2009, 30 (05): : 886 - 894
  • [2] Numerical Method for Fuzzy Reliability Analysis
    Tang, Zhangchun
    Lu, Zhenzhou
    Xia, Yanjun
    JOURNAL OF AIRCRAFT, 2013, 50 (06): : 1710 - 1715
  • [3] Application of the method of fuzzy optimization to fuzzy reliability analysis of structures
    Hu, Yuren
    Chen, Bozhen
    1996, (30):
  • [4] New method for fuzzy system reliability analysis
    Chen, SM
    CYBERNETICS AND SYSTEMS, 1996, 27 (04) : 385 - 401
  • [6] Application of fuzzy method to analysis of software reliability
    Liu, Hai-Qing
    Li, Hui
    Wuhan Daxue Xuebao (Gongxue Ban)/Engineering Journal of Wuhan University, 2002, 35 (06):
  • [7] A truncated reliability analysis method with the fuzzy boundary
    Yao, He
    Zhao, Cunbao
    Chen, Pengyu
    Zhang, Yue
    Zhao, Shengnan
    STRUCTURES, 2023, 48 : 1808 - 1816
  • [8] Fuzzy models based operating reliability analysis method
    Kosinskiy, Mikhail
    Shikhin, Vladimir
    11TH IFAC/IEEE INTERNATIONAL CONFERENCE ON PROGRAMMABLE DEVICES AND EMBEDDED SYSTEMS (PDES 2012), 2012,
  • [9] Dynamical relaxed directional method for fuzzy reliability analysis
    Bagheri, Mansour
    Hosseini, Seyed Abbas
    Keshtegar, Behrooz
    STRUCTURES, 2021, 34 : 169 - 179
  • [10] System Reliability Analysis Method Based on Fuzzy Probability
    Zhi-Gang Li
    Jun-Gang Zhou
    Bo-Ying Liu
    International Journal of Fuzzy Systems, 2017, 19 : 1759 - 1767