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
相关论文
共 50 条
[31]   Multi-objective crashworthiness optimization of tapered thin-walled square tubes with indentations [J].
Asanjarani, A. ;
Dibajian, S. H. ;
Mandian, A. .
THIN-WALLED STRUCTURES, 2017, 116 :26-36
[32]   Multi-objective crashworthiness optimization of tapered thin-walled tubes with axisymmetric indentations [J].
Acar, E. ;
Guler, M. A. ;
Gerceker, B. ;
Cerit, M. E. ;
Bayram, B. .
THIN-WALLED STRUCTURES, 2011, 49 (01) :94-105
[33]   Crashworthiness Research of Honeycomb-Filled Thin-Walled Structure Under Multi-Impacting Cases [J].
Zhang Y. ;
Yan X. ;
Zeng Y. ;
Lai X. .
Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2019, 53 (01) :77-84
[34]   Crashworthiness analysis and optimization of a novel thin-walled multi-cell structure inspired by bamboo [J].
Zhou, Bocheng ;
Zhang, Huihua ;
Han, Shangyu ;
Ji, Xiaolei .
STRUCTURES, 2024, 59
[35]   Crashworthiness Design and Multi-Objective Optimization of Bionic Thin-Walled Hybrid Tube Structures [J].
Li, Pingfan ;
Xiao, Jiumei .
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2024, 139 (01) :999-1016
[36]   Comparative analysis of crashworthiness of empty and foam-filled thin-walled tubes [J].
Li, Zhibin ;
Chen, Rong ;
Lu, Fangyun .
THIN-WALLED STRUCTURES, 2018, 124 :343-349
[37]   On energy-absorbing mechanisms and structural crashworthiness of laterally crushed thin-walled structures filled with aluminum foam and CFRP skeleton [J].
Zhu, Guohua ;
Zhao, Zhonghao ;
Hu, Po ;
Luo, Geng ;
Zhao, Xuan ;
Yu, Qiang .
THIN-WALLED STRUCTURES, 2021, 160
[38]   Crashworthiness Design and Multi-Objective Optimization for Bio-Inspired Hierarchical Thin-Walled Structures [J].
Xu, Shaoqiang ;
Li, Weiwei ;
Li, Lin ;
Li, Tao ;
Ma, Chicheng .
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2022, 131 (02) :929-947
[39]   Crashing performance and multi-objective optimization of honeycomb-filled thin-walled energy absorber with axisymmetric thickness [J].
Wang, Dongtao ;
Xu, Ping ;
Yang, Chengxing ;
Xiao, Xianliang ;
Che, Quanwei .
MECHANICS OF ADVANCED MATERIALS AND STRUCTURES, 2023, 30 (11) :2203-2220
[40]   Contrastive analysis and crashworthiness optimization of two composite thin-walled structures [J].
Xie Su-chao ;
Zhou Hui ;
Liang Xi-feng ;
Ren Xin .
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2014, 21 (11) :4386-4394