Global sensitivity analysis of riveting parameters based on a random sampling-high dimensional model representation

被引:5
作者
Yin, Junqing [1 ,2 ]
Gu, Jinyu [1 ,2 ]
Chen, Yongdang [1 ,2 ]
Zhang, Feng [3 ]
机构
[1] Xian Polytech Univ, Sch Mech & Elect Engn, Xian 710600, Peoples R China
[2] Xian Key Lab Modern Intelligent Text Equipment, Xian 710600, Peoples R China
[3] Northwestern Polytech Univ, Sch Mech Civil Engn & Architecture, Xian 710129, Peoples R China
关键词
Riveting; Global sensitivity analysis; Aeronautical thin-wall structures; Correlation; Random sampling-high dimensional model; RS-HDMR; DEFORMATION; UNCERTAINTY; PREDICTION; PANELS;
D O I
10.1007/s00170-021-06593-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The riveting process involves numerous parameters and complex problems, such as contact phenomena and material nonlinearity; therefore, it is challenging to accurately control the deformation of riveted parts by adjusting the riveting parameters. Therefore, this paper proposes a global sensitivity analysis method to determine the effects of riveting parameters on the maximum deformation of aeronautical thin-wall structures (ATWS). Considering the correlation among variables, the riveting parameters are used as input variables and the maximum deformations of ATWS are used as the output response to establish a high-precision second-order random sampling-high dimensional model representation response function. The structure and correlative sensitivity analysis method is then used to analyze the response function, and an importance ranking of the input variables is obtained to provide guidance for designs that reduce the riveting deformation of thin-walled plates.
引用
收藏
页码:465 / 472
页数:8
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