Reliability Analysis by Combining Higher-Order Unscented Transformation and Fourth-Moment Method

Sinan Xiao, Zhenzhou Lu

科研成果: 期刊稿件文章同行评审

29 引用 (Scopus)

摘要

In this work, the fourth-moment method and the higher-order unscented transformation is combined to calculate the failure probability. The higher-order unscented transformation is used to efficiently estimate the first four moments of the limit-state function, and then the fourth-moment method is used to estimate the failure probability. Compared with the traditional first-order and second-order reliability methods, the proposed method is not required to find the design point, and it is also not required to calculate the derivatives. Compared with the three-point estimation method, the proposed method has a good accuracy and lower computational cost. The numerical and engineering examples show the accuracy and efficiency of the proposed method.

源语言英语
文章编号04017034
期刊ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
4
1
DOI
出版状态已出版 - 1 3月 2018

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