Multinormal integrals by importance sampling for series system reliability

被引:34
作者
Mori, Y
Kato, T
机构
[1] Nagoya Univ, Dept Environm Engn & Architecture, Chikusa Ku, Nagoya, Aichi 4648603, Japan
[2] Nichiha Co Ltd, Nagoya, Aichi, Japan
关键词
multinormal integral; Monte Carlo simulation; importance sampling; structural reliability; series system; probability theory;
D O I
10.1016/S0167-4730(03)00015-8
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A structural system with multi-failure modes can be modeled as a series system if it fails whenever any of the failure mode occurs. Applying FORM, failure probability of a series system can be expressed using a complementary standard multinormal integral. However, the integral is increasingly more difficult as the dimension increases. Importance sampling method can be used to deal with such multi-fold integration. Considering the fact that the optimal importance sampling function can be determined for a linear limit state function in a uncorrelated standard normal space, this paper proposes an importance sampling function for multinormal integral as a linear combination of such optimal sampling functions. The accuracy and applicability of the method are investigated using numerical examples. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:363 / 378
页数:16
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