基于Copula函数的失效概率灵敏度分解方法

Pan Wang, Leigang Zhang, Zhenzhou Lü, Lei Cheng, Zhufeng Yue

科研成果: 期刊稿件文章同行评审

2 引用 (Scopus)

摘要

For the sensitivity analysis of failure probability with dependent input variables, by introducing the Copula function to describe the joint probability distribution of input variables, the sensitivity of failure probability can be decomposed into independent sensitivity and dependent sensitivity. Then for the computation of the sensitivity of failure probability, the derivative of failure probability can be transformed into the kernel function of marginal distributions and Copula functions. While for the common probability distributions and Copula functions, their kernel functions can be derived analytically, which is directly used to the computation of sensitivity of failure probability. The numerical examples and engineering practice are employed to validate the rationality of the proposed method.

投稿的翻译标题Sensitivity Decomposition Approach of Failure Probability Based on Copula Function
源语言繁体中文
页(从-至)178-185
页数8
期刊Jixie Gongcheng Xuebao/Journal of Mechanical Engineering
54
16
DOI
出版状态已出版 - 20 8月 2018

关键词

  • Copula
  • Dependent
  • Failure probability
  • Kernel function
  • Sensitivity

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