Post-buckling Reliability and Sensitivity Analysis of Composite Stiffened Plates Based on Adaptive Kriging Method

被引:4
作者
Wang, Binwen [1 ]
Luo, Lilong [1 ,2 ]
Nie, Xiaohua [1 ]
Duan, Shihui [1 ]
Wang, Likai [1 ]
机构
[1] Aircraft Strength Res Inst China, Xian 710065, Peoples R China
[2] Northwestern Polytech Univ, Sch Civil Aviat, Xian 710072, Peoples R China
来源
ACTA MECHANICA SOLIDA SINICA | 2023年 / 36卷 / 02期
关键词
Post-bulking reliability analysis; Sensitivity analysis; Composite stiffened plates; Active learning Kriging; Hashin failure criterion; ARC-LENGTH METHOD; LEARNING-FUNCTION; MODEL; UNCERTAINTY; FAILURE; DESIGN; PANELS;
D O I
10.1007/s10338-022-00366-9
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Based on the active learning Kriging (ALK) model and the Hashin failure criterion, this paper proposes a new reliability evaluation model for composite stiffened panels, and conducts a reliability analysis on the ultimate bearing capacity. In addition, this paper studies the importance ranking of input variables. By comparing the calculation results of the reliability model proposed in this paper with those of the Monte Carlo method, the accuracy and efficiency of the ALK model are verified by case studies. Finally, the effects of longitudinal elastic modulus and fiber-direction tensile strength on post-buckling failure probability are discussed, which provides significant reference and guidance for the optimization and design of composite stiffened plates.
引用
收藏
页码:340 / 348
页数:9
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