基于Copula函数的失效概率灵敏度分解方法

Translated title of the contribution: Sensitivity Decomposition Approach of Failure Probability Based on Copula Function

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

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

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.

Translated title of the contributionSensitivity Decomposition Approach of Failure Probability Based on Copula Function
Original languageChinese (Traditional)
Pages (from-to)178-185
Number of pages8
JournalJixie Gongcheng Xuebao/Journal of Mechanical Engineering
Volume54
Issue number16
DOIs
StatePublished - 20 Aug 2018

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