A method for estimating the reliability of structural systems with moment-matching and copula concept

被引:17
作者
Lu, Hao [1 ,2 ]
Zhu, Zhencai [1 ,2 ]
机构
[1] China Univ Min & Technol, Coll Mech & Elect Engn, Nanhu Campus,1 Daxue Rd, Xuzhou 221116, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Jiangsu Key Lab Mine Mech & Elect Equipment, Xuzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Anchored ANOVA; copulas; saddle point approximation; system reliability; IMPACT; APPROXIMATIONS; PROBABILITY; DESIGN; BOUNDS;
D O I
10.1080/15397734.2017.1324312
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
It is aimed to propose a copula based systematic quantitative method for system reliability analysis of engineering structures considering multiple dependent failure modes. The principles of the moment matching method, the copula theory and the bound theory are combined to achieve the purpose. As the very first step, the moment estimation of the limit state function of each component is calculated by anchored ANOVA (Analysis of Variance) expansion. The third moment saddle point approximation is then applied to derive the distribution of each performance function and evaluate the reliability index with obtained moments. By introducing copula functions into the narrow bounds theory, the traditional reliability method is improved. The best-fitting copula function is determined to ensure the accuracy of the joint probabilistic modeling between the dependent failure modes. A novel feature of the proposed method is the use of the copula concept, instead of traditional numerical integration commonly used in the joint failure probability estimation. Examples are presented to illustrate the accuracy and applicability of the presented method.
引用
收藏
页码:196 / 208
页数:13
相关论文
共 29 条
[1]  
Ang H. S., 1984, NEW YORK J STRUCTURA, V1, P236
[2]  
Cornell C.A., 1967, J STRUCTURAL DIVISIO, V93, P171, DOI [10.1061/jsdeag.0001577, DOI 10.1061/JSDEAG.0001577]
[3]   NARROW RELIABILITY BOUNDS FOR STRUCTURAL SYSTEMS [J].
DITLEVSEN, O .
JOURNAL OF STRUCTURAL MECHANICS, 1979, 7 (04) :453-472
[4]   System reliability analysis with saddlepoint approximation [J].
Du, Xiaoping .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2010, 42 (02) :193-208
[5]   BENCHMARK STUDY ON METHODS TO DETERMINE COLLAPSE FAILURE PROBABILITIES OF REDUNDANT STRUCTURES [J].
GRIMMELT, MJ ;
SCHUELLER, GI .
STRUCTURAL SAFETY, 1982, 1 (02) :93-106
[6]   An efficient third-moment saddlepoint approximation for probabilistic uncertainty analysis and reliability evaluation of structures [J].
Guo, Shuxiang .
APPLIED MATHEMATICAL MODELLING, 2014, 38 (01) :221-232
[7]  
HASOFER AM, 1974, J ENG MECH DIV-ASCE, V100, P111
[8]   1ST-ORDER CONCEPTS IN SYSTEM RELIABILITY [J].
HOHENBICHLER, M ;
RACKWITZ, R .
STRUCTURAL SAFETY, 1983, 1 (03) :177-188
[9]   Reliability Sensitivity Analysis for Rack-and-Pinion Steering Linkages [J].
Huang, Xianzhen ;
Zhang, Yimin .
JOURNAL OF MECHANICAL DESIGN, 2010, 132 (07) :0710121-0710126
[10]  
Laumakis P., 2002, Int J Math Educ Sci Technol, V33, P377, DOI [10.1080/00207390210125729, DOI 10.1080/00207390210125729]