An Adaptive First-Order Reliability Analysis Method for Nonlinear Problems | |
Wang Zhiming; Zhang Yafei; Song Yalong | |
2020-04-14 | |
发表期刊 | MATHEMATICAL PROBLEMS IN ENGINEERING |
ISSN | 1024-123X |
卷号 | 2020 |
摘要 | The HL-RF algorithm of the first-order reliability method (FORM) is a widely useful tool in structural reliability analysis. However, the iteration results of HL-RF algorithm may not converge due to periodic cycles for some highly nonlinear reliability problems. In this paper, an adaptive first-order reliability method (AFORM) is proposed to improve solution efficiency for some highly nonlinear reliability problems by introducing an adaptive factor. In AFORM, based on the two-parameter approximate first-order reliability method, the new iteration point and the previous iteration point are used to obtain the corresponding angle, and the result of convergence is judged by angle condition. According to the convergence degree of the results, two iteration parameters of the approximate reliability method are adjusted continuously by adaptive factor. Moreover, iteration step size is adjusted by changing the parameters to improve the efficiency and robustness of FORM. Finally, four numerical examples and one mechanical reliability analysis example are used to verify the proposed method. Compared with the different algorithms, the results show that AFORM has better efficiency and robustness for some highly nonlinear reliability problems. |
关键词 | Efficiency Iterative methods Nonlinear analysis Numerical methods |
DOI | 10.1155/2020/3925689 |
收录类别 | SCI ; SCIE ; EI |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[51565032] ; China Scholarship Council[201708625073] |
WOS研究方向 | Engineering ; Mathematics |
WOS类目 | Engineering, Multidisciplinary ; Mathematics, Interdisciplinary Applications |
WOS记录号 | WOS:000530379800005 |
出版者 | HINDAWI LTD |
EI入藏号 | 20201908615869 |
EI主题词 | Reliability analysis |
EI分类号 | 913.1 Production Engineering - 921.6 Numerical Methods |
来源库 | WOS |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/64287 |
专题 | 机电工程学院 |
通讯作者 | Wang Zhiming |
作者单位 | Lanzhou Univ Technol, Sch Mech & Elect Engn, Lanzhou 730050, Peoples R China |
第一作者单位 | 兰州理工大学 |
通讯作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | Wang Zhiming,Zhang Yafei,Song Yalong. An Adaptive First-Order Reliability Analysis Method for Nonlinear Problems[J]. MATHEMATICAL PROBLEMS IN ENGINEERING,2020,2020. |
APA | Wang Zhiming,Zhang Yafei,&Song Yalong.(2020).An Adaptive First-Order Reliability Analysis Method for Nonlinear Problems.MATHEMATICAL PROBLEMS IN ENGINEERING,2020. |
MLA | Wang Zhiming,et al."An Adaptive First-Order Reliability Analysis Method for Nonlinear Problems".MATHEMATICAL PROBLEMS IN ENGINEERING 2020(2020). |
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