Optimization of crashworthiness of CFRP thin-walled beams filled with aluminium honeycomb based on surrogate model

被引:1
作者
Xiao, Yong [1 ]
Long, Hai [1 ]
Lu, Sisi [1 ]
Liang, Dong [1 ]
Wen, XiaoDong [1 ]
Hu, Honglin [1 ]
机构
[1] Chongqing Jiaotong Univ, Sch Mechanotron & Vehicle Engn, Chongqing, Peoples R China
基金
中国国家自然科学基金;
关键词
Carbon fibre-reinforced plastic; aluminium honeycomb; crashworthiness; thin-walled beam; structural optimization; MULTIOBJECTIVE OPTIMIZATION; CRUSHING ANALYSIS; ENERGY-ABSORPTION; THEORETICAL PREDICTION; GENETIC ALGORITHM; SQUARE TUBES; DESIGN; THICKNESS; SINGLE;
D O I
10.1080/13588265.2023.2230643
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The CFRP thin-walled beam filled with aluminum honeycomb is a new design form in the crashworthiness design of automobile energy-absorbing component. It not only meets the requirements of strength, rigidity and lightweight under the normal load, but also ensures absorption of crash energy in a stable failure mode when a crash occurs. In this paper, under two typical conditions of axial impact and lateral impact, structural sample points are established by orthogonal experiment; a highly feasible surrogate model is constructed based on the radial basis function; the initial load peak F-max and specific energy absorption (SEA) are taken as the main criteria to evaluate the energy absorption performance of the structure; the multi-objective genetic optimization algorithm NSGA-II is used to optimize the energy absorption design of CFRP thin-wall beams filled with aluminum honeycomb. The structure and material parameters of the minibus frame are optimized according to the crash condition to improve the energy absorption performance of the minibus in frontal and side crashes, and on this basis, an effective method to improve the crashworthiness of minibuses is explored.
引用
收藏
页码:237 / 246
页数:10
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