The first order reliability method (FORM) is widely adopted for structural reliability evaluation due
to its numerical efficiency. Concerning the issue of FORM often failing to converge when the limit state function
(LSF) behaves high nonlinearity, a new iteration scheme called “rotated gradient algorithm (RGA)” is proposed
and combined with Kriging model to evaluate the reliability of implicit performance function. In this paper, the
Kriging model is applied to approximate the real LSF first. Then the scheme of RGA, constructed in terms of
gradient information of two adjacent design points obtained during the process of calculation, is used to calculate
the reliability index. Numerical examples show the validity in convergence and accuracy of the proposed method
for arbitrary nonlinear performance function.
YANG Jie1,2 (杨杰), HUANG Yi1,2(黄一), ZHANG Qi1,2 (张崎), ZHAO De-you1 (赵德有)
. Method of a New Iteration Scheme Combined with Kriging Model for
Structural Reliability Evaluation[J]. Journal of Shanghai Jiaotong University(Science), 2012
, 17(4)
: 415
.
DOI: 10.1007/s12204-012-1300-2
[1] Bucher C G, Bourgund U. A fast and efficient response surface approach for structural reliability problems
[J]. Structural Safety, 1990, 7(1): 57-66.
[2] Elhewy A H, Mesbahi E, Pu Y. Reliability analysis of structures using neural network method [J]. Probabilistic
Engineering Mechanics, 2006, 21(1): 44-53.
[3] Roeeo C M, Moreno J A. Fast Monte Carlo reliability evaluation using support vector machine [J]. Reliability
Engineering and System Safety, 2002, 76(3):237-243.
[4] Kaymaz I. Application of Kriging method to structural reliability problems [J]. Structural Safety, 2005, 27(2): 133-151.
[5] Gong Jin-xing. Computational methods for reliability of engineering structures [M]. Dalian: Dalian University
of Technology Press, 2003 (in Chinese).
[6] Lee J O, Yang Y S, Ruy W S. A comparative study on reliability-index and target-performancebased
probabilistic structural design optimization [J].Computers and Structures, 2002, 80(3): 257-269.
[7] Kang Zhan, Luo Yang-jun. A modified iteration algorithm for structural reliability index evaluation [J]. Engineering
Mechanics, 2008, 25(11): 20-26 (in Chinese).
[8] Santosh T V, Saraf R K, Ghosh A K, et al. Optimum step length selection rule in modified HLRF
method for structural reliability [J]. International Journal of Pressure Vessels and Piping, 2006, 83(10):742-748.
[9] Hasofer A M, Lind N C, Asce A M. Exact and invariant second moment code format [J]. Journal of the
Engineering Mechanics Division, 1974, 100(1): 111-121.
[10] Rackwitz R, Fiessler B. Structural reliability under combined random load sequences [J]. Computers and Structures, 1978, 9(5): 489-494.
[11] Sacks J, Schiller S B, Welch W J. Design for computer experiment [J]. Technometrics, 1989, 31(1):41-47.
[12] Wang L P, Grandhi R V. Safety index calculation using intervening variables for structural reliability
analysis [J]. Computers and Structures, 1996, 59(6):1139-1148.
[13] Zhao Guo-pan. Reliability theory and its applications for engineering structures [M]. Dalian: Dalian University of Technology Press, 1996 (in Chinese).