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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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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 methodfor arbitrary nonlinear performance function. 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 (RCA)" 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.
出处 《Journal of Shanghai Jiaotong university(Science)》 EI 2012年第4期415-420,共6页 上海交通大学学报(英文版)
关键词 reliability analysis Kriging model first order reliability method (FORM) iteration scheme reliability analysis, Kriging model, first order reliability method (FORM), iteration scheme
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  • 1BUCHER C G, BOURGUND U. A fast and efficient re- sponse surface approach for structural reliability prob- lems [J]. Structural Safety, 1990, 7(1): 57-66.
  • 2ELHEWY A H, MESBAHI E, PU Y. Reliability analysis of structures using neural network method [J]. Proba- bilistic Engineering Mechanics, 2006, 21(1): 44-53.
  • 3ROEEO C M, MORENO J A. Fast Monte Carlo relia- bility evaluation using support vector machine [J]. Re- liability Engineering and System Safety, 2002, 76(3): 237-243.
  • 4KAYMAZ I. Application of Kriging method to struc- tural reliability problems [J]. Structural Safety, 2005, 27(2): 133-151,.
  • 5GONG Jin-xing. Computational methods for reliability of engineering structures [M]. Dalian: Dalian Univer- sity of Technology Press, 2003 (in Chinese).
  • 6LEE J O, YANG Y S, RUY W S. A compara- tive study on reliability-index and target-performance- based probabilistic structural design optimization [J]. Computers and Structures, 2002, 80(3): 257-269.
  • 7亢战,罗阳军.计算结构可靠度指标的修正迭代算法[J].工程力学,2008,25(11):20-26. 被引量:16
  • 8SANTOSH T V, SARAF R K, GHOSH A K, et al. Optimum step length selection rule in modified HL- RF method for structural reliability [Jl. International Journal of Pressure Vessels and Piping, 2006, 83(10): 742-748.
  • 9HASOFER A M, LIND N C, ASCE A M. Exact and in- variant second moment code format [J]. Journal of the Engineering Mechanics Division, 1974, 100(1): 111- 121.
  • 10RACKWITZ R, FIESSLER B. Structural reliability under combined random load sequences [J]. Computers and Structures, 1978, 9(5): 489-494.

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