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
相关论文
共 50 条
  • [1] Reliability analysis of mechanisms with mixed uncertainties using polynomial chaos expansion
    Fang, Yi-Chuan
    Wang, Yong-Juan
    Sha, Jin-Long
    Gu, Tong-Guang
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2023, 39 (04) : 1248 - 1268
  • [2] An adaptive polynomial chaos expansion for high-dimensional reliability analysis
    He, Wanxin
    Zeng, Yan
    Li, Gang
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2020, 62 (04) : 2051 - 2067
  • [3] Application of polynomial chaos expansion and model order reduction for dynamic analysis of structures with uncertainties
    Yang, Ji
    Faverjon, Beatrice
    Peters, Herwig
    Kessissoglou, Nicole
    DYNAMICAL ANALYSIS OF MULTIBODY SYSTEMS WITH DESIGN UNCERTAINTIES, 2015, 13 : 63 - 70
  • [4] Fatigue crack propagation analysis in structures with random parameters based on polynomial chaos expansion method
    Qiu, Zhiping
    Zhang, Zesheng
    THEORETICAL AND APPLIED FRACTURE MECHANICS, 2020, 105
  • [5] A new polynomial chaos expansion method for uncertainty analysis with aleatory and epistemic uncertainties
    He, Wanxin
    Gao, Chao
    Li, Gang
    Zhou, Jinhang
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2024, 67 (10)
  • [6] A Polynomial Chaos Expansion Based Reliability Method for Linear Random Structures
    Yu, H.
    Gillot, F.
    Ichchou, M.
    ADVANCES IN STRUCTURAL ENGINEERING, 2012, 15 (12) : 2097 - 2111
  • [7] Active sparse polynomial chaos expansion for system reliability analysis
    Zhou, Yicheng
    Lu, Zhenzhou
    Yun, Wanying
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 202
  • [8] Reliability Analysis for Rotate Vector Reducer by Combining Polynomial Chaos Expansion and Saddlepoint Approximation Considering Multi-Failure Modes
    Yang, Shunqi
    Xiao, Huipeng
    Lu, Pan
    Xu, Guohua
    Li, Hao
    Zhang, Xiaoling
    JOURNAL OF VERIFICATION, VALIDATION AND UNCERTAINTY QUANTIFICATION, 2024, 9 (02):
  • [9] Hybrid reliability analysis of structures with multi-source uncertainties
    Wang, Lei
    Wang, Xiaojun
    Xia, Yong
    ACTA MECHANICA, 2014, 225 (02) : 413 - 430
  • [10] UNCERTAINTY ANALYSIS OF FLAX FIBER COMPOSITE STRUCTURES BASED ON POLYNOMIAL CHAOS EXPANSION WITH MULTI-TYPE UNCERTAINTIES
    Ravandi, M.
    Banu, M.
    7TH INTERNATIONAL CONFERENCE INTEGRITY-RELIABILITY-FAILURE (IRF2020), 2020, : 57 - 58