Fuzzy time dependent structural reliability analysis using alpha level set optimization method based on genetic algorithm

被引:10
作者
Bagheri, Mansour [1 ,2 ]
Miri, Mahmoud [2 ]
Shabakhty, Naser [2 ,3 ]
机构
[1] Birjand Univ Technol, Dept Civil Engn, Birjand, Iran
[2] Univ Sistan & Baluchestan, Dept Civil Engn, Zahedan, Iran
[3] Iran Univ Sci & Technol, Sch Civil Engn, Tehran, Iran
关键词
Fuzzy random variable (FRV); alpha level set optimization method; Genetic Algorithm (GA); first order reliability method (FORM); corrosion; RC BEAMS; UNCERTAINTY;
D O I
10.3233/JIFS-161320
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper modeling of epistemic uncertainty in reliability analysis of structures under degradation of resistance has been brought into focus. Proposing a new method, random variables has been modeled in the form of fuzzy triangular numbers and applying alpha level set optimization method based on genetic algorithm and FORM method, the fuzzy time dependent reliability index of a steel corroded beam has been determined. The proposed method is operative in the problems in which most of random variables are fuzzy sets and in nonlinear limit state functions. The fuzzy time dependent reliability index including bounds of uncertainty, offers a more comprehensive evaluation of reliability of structures compared to classic methods of time dependent reliability analysis. Survey results showed the accuracy and efficiently of the proposed method in comparison to the alternative search approaches thorough lower computational effort.
引用
收藏
页码:4173 / 4182
页数:10
相关论文
共 39 条
[1]   The PHI2 method: a way to compute time-variant reliability [J].
Andrieu-Renaud, C ;
Sudret, B ;
Lemaire, M .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2004, 84 (01) :75-86
[2]  
Bagheri M, 2015, IRAN J FUZZY SYST, V12, P23
[3]   Fuzzy reliability analysis using a new alpha level set optimization approach based on particle swarm optimization [J].
Bagheri, Mansour ;
Miri, Mahmoud ;
Shabakhty, Naser .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (01) :235-244
[4]   Non-probabilistic uncertain static responses of imprecisely defined structures with fuzzy parameters [J].
Behera, Diptiranjan ;
Chakraverty, S. ;
Huang, Hong-Zhong .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (06) :3177-3189
[6]   Uncertainty in Structural Engineering [J].
Bulleit, William M. .
PRACTICE PERIODICAL ON STRUCTURAL DESIGN AND CONSTRUCTION, 2008, 13 (01) :24-30
[7]   Multiple design points in first and second-order reliability [J].
Der Kiureghian, A ;
Dakessian, T .
STRUCTURAL SAFETY, 1998, 20 (01) :37-49
[8]   PROBABILISTIC METHODS FOR CONDITION ASSESSMENT AND LIFE PREDICTION OF CONCRETE STRUCTURES IN NUCLEAR-POWER-PLANTS [J].
ELLINGWOOD, BR ;
MORI, Y .
NUCLEAR ENGINEERING AND DESIGN, 1993, 142 (2-3) :155-166
[9]  
Engelung S., 1995, PROBABILIST ENG MECH, V10, P53, DOI [10.1016/0266-8920(94)00008-9, DOI 10.1016/0266-8920(94)00008-9]
[10]  
Goldberg DE., 1989, GENETIC ALGORITHMS S, V1