Fatigue reliability analysis for structures with hybrid uncertainties combining quadratic response surface and polynomial chaos expansion

被引:25
|
作者
Zhang, Zesheng [1 ]
Qiu, Zhiping [1 ]
机构
[1] Beihang Univ, Inst Solid Mech, Sch Aeronaut Sci & Engn, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Fatigue reliability analysis; Hybrid uncertainties; Quadratic response surface; Polynomial chaos expansion; Sparse collocation method; S-N CURVES; LIFE PREDICTION; PROBABILISTIC FATIGUE; MIXED-MODE; DIFFERENTIAL-EQUATIONS; CRACK GROWTH; DAMAGE; OPTIMIZATION; DESIGN;
D O I
10.1016/j.ijfatigue.2020.106071
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This study attempted to propose a novel efficient and accurate uncertainty analysis method for structural fatigue life prediction with hybrid uncertainties. First, PCE was adopted to deal with independent normal random variables, where polynomial coefficients were expressed as quadratic functions of interval variables. In order to determine unknown coefficients, a SCC collocation technique was applied combining with LHS. Interval bounds of the corresponding mean value and standard variance were then deduced, after which a fatigue reliability analysis method was proposed. Finally, three numerical examples were implemented to validate the feasibility and efficiency of the proposed method.
引用
收藏
页数:15
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