Efficient Assessment of Structural Reliability in Presence of Random and Fuzzy Uncertainties

被引:22
作者
Balu, A. S. [1 ]
Rao, B. N. [2 ]
机构
[1] Natl Inst Technol Karnataka, Dept Civil Engn, Mangalore 575025, India
[2] Indian Inst Technol, Dept Civil Engn, Struct Engn Div, Madras 600036, Tamil Nadu, India
关键词
DIMENSIONAL MODEL REPRESENTATIONS; DESIGN OPTIMIZATION; SAFETY FACTOR; PROBABILITY; FAILURE; SYSTEMS; BOUNDS; IMPLEMENTATION; APPROXIMATIONS; VARIABLES;
D O I
10.1115/1.4026650
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper presents an efficient uncertainty analysis for estimating the possibility distribution of structural reliability in presence of mixed uncertain variables. The proposed method involves high dimensional model representation for the limit state function approximation, transformation technique to obtain the contribution of the fuzzy variables to the convolution integral and fast Fourier transform for solving the convolution integral. In this methodology, efforts are required in evaluating conditional responses at a selected input determined by sample points, as compared to full scale simulation methods, thus the computational efficiency is accomplished. The proposed method is applicable for structural reliability estimation involving any number of fuzzy and random variables with any kind of distribution.
引用
收藏
页数:11
相关论文
共 49 条
[1]   Confidence bounds on component reliability in the presence of mixed uncertain variables [J].
Adduri, Phani R. ;
Penmetsa, Ravi C. .
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2008, 50 (03) :481-489
[2]   Bounds on structural system reliability in the presence of interval variables [J].
Adduri, Phani R. ;
Penmetsa, Ravi C. .
COMPUTERS & STRUCTURES, 2007, 85 (5-6) :320-329
[3]   Efficient implementation of high dimensional model representations [J].
Alis, ÖF ;
Rabitz, H .
JOURNAL OF MATHEMATICAL CHEMISTRY, 2001, 29 (02) :127-142
[4]  
[Anonymous], ASCE J ENG MECH
[5]  
[Anonymous], ASCE J ENG MECH
[6]  
Arora JS, 2004, INTRO OPTIMUM DESIGN
[7]   Estimation of small failure probabilities in high dimensions by subset simulation [J].
Au, SK ;
Beck, JL .
PROBABILISTIC ENGINEERING MECHANICS, 2001, 16 (04) :263-277
[8]   Multicut-High Dimensional Model Representation for Structural Reliability Bounds Estimation Under Mixed Uncertainties [J].
Balu, A. S. ;
Rao, B. N. .
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2012, 27 (06) :419-438
[9]   High dimensional model representation based formulations for fuzzy finite element analysis of structures [J].
Balu, A. S. ;
Rao, B. N. .
FINITE ELEMENTS IN ANALYSIS AND DESIGN, 2012, 50 (01) :217-230
[10]   First-order approximation methods in reliability-based design optimization [J].
Chiralaksanakul, A ;
Mahadevan, S .
JOURNAL OF MECHANICAL DESIGN, 2005, 127 (05) :851-857