A Comparative Study of First-Order Reliability Method-Based Steepest Descent Search Directions for Reliability Analysis of Steel Structures

被引:13
|
作者
Makhduomi, Hamed [1 ]
Keshtegar, Behrooz [2 ]
Shahraki, Mehdi [3 ]
机构
[1] Islamic Azad Univ, Saravan Branch, Dept Civil Engn, Saravan, Iran
[2] Univ Zabol, Dept Civil Engn, Zabol, Iran
[3] Islamic Azad Univ, Zahedan Branch, Dept Civil Engn, Zahedan, Iran
关键词
STABILITY TRANSFORMATION METHOD; CHAOS CONTROL; OPTIMIZATION; ALGORITHM; FAILURE;
D O I
10.1155/2017/8643801
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Three algorithms of first-order reliability method (FORM) using steepest descent search direction are compared to evaluate the reliability index of structural steel problems which are designed by the Iranian National Building code. The FORM formula is modified based on a dynamic step size which is computed based on the merit functions named modified Hasofer-Lind and Rackwitz-Fiessler(MHL-RF) method. The efficiency of the gradient, HL-RF, and MHL-RF method was compared for a bar structure under tensile capacity, a multispan beam under bending capacity, a connection under tension load, and a column under axial force. The results illustrated that the MHL-RF method is more efficient than the HL-RF and gradient method. The designed steel components by the Iranian National Building code showed good confidence levels with the reliability index in the range from 2.5 to 3.0.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Reliability analysis of structures with multimodal distributions based on direct probability integral method
    Li, Luxin
    Chen, Guohai
    Fang, Mingxuan
    Yang, Dixiong
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 215
  • [42] Efficient slope reliability analysis based on representative slip surfaces: a comparative study
    Zhu, Wen-Qing
    Zhang, Shao-He
    Li, Yue-Hua
    Liu, Jian
    FRONTIERS IN EARTH SCIENCE, 2023, 11
  • [43] A novel evidence-theory-based reliability analysis method for structures with epistemic uncertainty
    Jiang, C.
    Zhang, Z.
    Han, X.
    Liu, J.
    COMPUTERS & STRUCTURES, 2013, 129 : 1 - 12
  • [44] A novel reliability analysis method based on Gaussian process classification for structures with discontinuous response
    Zhang, Yibo
    Sun, Zhili
    Yan, Yutao
    Yu, Zhenliang
    Wang, Jian
    STRUCTURAL ENGINEERING AND MECHANICS, 2020, 75 (06) : 771 - 784
  • [45] A comparative study for adaptive surrogate-model-based reliability evaluation method of automobile components
    Yang, Shiyuan
    Meng, Debiao
    Wang, Hongtao
    Chen, Zhipeng
    Xu, Bing
    INTERNATIONAL JOURNAL OF STRUCTURAL INTEGRITY, 2023, 14 (03) : 498 - 519
  • [46] Contact stress reliability analysis based on first order second moment for variable hyperbolic circular arc gear
    Zhang Qi
    Wen Guang
    Chen Zhixin
    Zhou Qin
    Xiang Guoqi
    Yang Guangchun
    Zhang Xuegang
    ADVANCES IN MECHANICAL ENGINEERING, 2022, 14 (07)
  • [47] Post optimization for accurate and efficient reliability-based design optimization using second-order reliability method based on importance sampling and its stochastic sensitivity analysis
    Lim, Jongmin
    Lee, Byungchai
    Lee, Ikjin
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2016, 107 (02) : 93 - 108
  • [48] A novel hybrid adaptive framework for support vector machine-based reliability analysis: A comparative study
    Yang, Shiyuan
    He, Zhenyu
    Chai, Jiangbo
    Meng, Debiao
    Macek, Wojciech
    Branco, Ricardo
    Zhu, Shun-Peng
    STRUCTURES, 2023, 58
  • [49] Efficient reliability analysis method for non-linear truss structures using machine learning-based uncertainty quantification
    Nguyen, Trung-Hieu
    Nguyen, Truong-Thang
    Hoang, Duc-Minh
    Dang, Viet-Hung
    Pham, Xuan-Dat
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2025, 182 : 66 - 83
  • [50] Sensitivity analysis and reliability based design optimization for high-strength steel tailor welded thin-walled structures under crashworthiness
    Song, Xueguan
    Sun, Guangyong
    Li, Qing
    THIN-WALLED STRUCTURES, 2016, 109 : 132 - 142