Method of a New Iteration Scheme Combined with Kriging Model for
Structural Reliability Evaluation

doi:10.1007/s12204-012-1300-2

Journal of shanghai Jiaotong University (Science) ›› 2012, Vol. 17 ›› Issue (4): 415-.doi: 10.1007/s12204-012-1300-2

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Method of a New Iteration Scheme Combined with Kriging Model for Structural Reliability Evaluation

YANG Jie1,2 (杨杰), HUANG Yi1,2(黄一), ZHANG Qi1,2 (张崎), ZHAO De-you1 (赵德有)

(1. Department of Naval Architecture, Dalian University of Technology, Dalian 116024, Liaoning, China; 2. State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116024, Liaoning, China)
(1. Department of Naval Architecture, Dalian University of Technology, Dalian 116024, Liaoning, China; 2. State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116024, Liaoning, China)

Online:2012-08-30 Published:2012-11-16
Contact: YANG Jie1,2 (杨杰) E-mail:jy_1003@163.com

Abstract

Abstract: 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.

Key words: reliability analysis| Kriging model| first order reliability method (FORM)| iteration scheme

摘要： 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.

关键词: reliability analysis| Kriging model| first order reliability method (FORM)| iteration scheme

CLC Number:

TU 311

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-.

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Method of a New Iteration Scheme Combined with Kriging Model for Structural Reliability Evaluation

Method of a New Iteration Scheme Combined with Kriging Model for Structural Reliability Evaluation

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