Directional methods for structural reliability analysis

被引:247
作者
Nie, J [1 ]
Ellingwood, BR [1 ]
机构
[1] Johns Hopkins Univ, Dept Civil Engn, Baltimore, MD 21218 USA
关键词
directional sampling; engineering mechanics; limit states; Monte Carlo simulation; probability; reliability; statistics; structural engineering;
D O I
10.1016/S0167-4730(00)00014-X
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Directional simulation reduces the dimension of the limit slate probability integral by identifying a set of directions for integration, integrating either in closed-form or by approximation in those directions, and estimating the probability as a weighted average of the directional integrals. Most existing methods identify these directions by a set of points distributed on the unit hypersphere. The accuracy of the directional simulation depends on how the points are identified. When the limit state is highly nonlinear, or the inherent failure probability is small, a very large number of points may be required, and the method can become inefficient. This paper introduces several new approaches for identifying directions for evaluating the probability integral - Spherical t-design, Spiral Points, and Fekete Points - and compares the failure probabilities with those determined ill a number of examples in previously published work. Once these points have been identified for a probability integral of given dimension, they can be used repeatedly for other probability integrals of the same dimension in a fashion analogous to Gauss Quadrature. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:233 / 249
页数:17
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