Reliability-based design optimization of 3D orthogonal woven composite automobile shock tower

被引:2
|
作者
Liu, Zhao [1 ]
Zhang, Lei [2 ,3 ]
Zhu, Ping [2 ,3 ]
Li, Mushi [2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Design, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Key Lab Digital Manufacture Thin Walled, Shanghai 200240, Peoples R China
[3] Shanghai Jiao Tong Univ, State Key Lab Mech Syst & Vibrat, Shangha 200240, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
3D orthogonal woven composites; shock tower; multi-scale reliability-based design optimization; particle swarm optimization; kriging surrogate model; PARTICLE SWARM OPTIMIZATION; STOCHASTIC FEATURE PARAMETERS; MINIMUM-WEIGHT DESIGN; ELASTIC PROPERTIES; FIBER WAVINESS; MECHANICAL-PROPERTIES; LIGHTWEIGHT DESIGN; MULTISCALE DESIGN; FAILURE ANALYSIS; BEHAVIOR;
D O I
10.1177/00219983211047689
中图分类号
TB33 [复合材料];
学科分类号
摘要
Three-dimensional orthogonal woven composites are noted for their excellent mechanical properties and delamination resistance, so they are expected to have promising prospects in lightweight applications in the automobile industry. The multi-scale characteristics and inherent uncertainty of design variables pose great challenges to the optimization procedure for 3D orthogonal woven composite structures. This paper aims to propose a reliability-based design optimization method for guidance on the lightweight design of 3D orthogonal woven composite automobile shock tower, which includes design variables from material and structure. An analytical model was firstly set up to accurately predict the elastic and strength properties of composites. After that, a novel optimization procedure was established for the multi-scale reliability optimization design of composite shock tower, based on the combination of Monte Carlo reliability analysis method, Kriging surrogate model, and particle swarm optimization algorithm. According to the results, the optimized shock tower meets the requirements of structural performance and reliability, with a weight reduction of 37.83%.
引用
收藏
页码:4617 / 4631
页数:15
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