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

被引:0
|
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
  • [1] Effects of tube design on crashworthiness of CFRP thin-walled square beams filled with aluminium honeycomb under axial impact
    Xiao, Yong
    Hu, HongLin
    Liang, Dong
    Long, Hai
    Zhu, Sunke
    Wen, XiaoDong
    INTERNATIONAL JOURNAL OF CRASHWORTHINESS, 2024, 29 (01) : 57 - 66
  • [2] Effects of aluminum honeycomb filler on crashworthiness of CFRP thin-walled beams under dynamic impact
    Xiao, Yong
    Zang, Meng
    Li, Zhao
    INTERNATIONAL JOURNAL OF CRASHWORTHINESS, 2022, 27 (04) : 985 - 994
  • [3] Dynamic bending responses of CFRP thin-walled square beams filled with aluminum honeycomb
    Xiao, Yong
    Hu, Yefa
    Zhang, Jinguang
    Song, Chunsheng
    Liu, Zhaobing
    Yu, Jingui
    THIN-WALLED STRUCTURES, 2018, 132 : 494 - 503
  • [4] Crashworthiness Analysis and Optimization of Thin-Walled Structures Based on the TSSA-LSSVM Surrogate Model
    Wang, Weiwei
    He, Yi
    Zhang, Tianci
    Zhang, Wenhao
    Ju, Fei
    Xu, Xiaomei
    Ahmed, Haris Waqar
    INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2025, 25 (01)
  • [5] Crashworthiness optimization of foam-filled tapered thin-walled structure using multiple surrogate models
    Xueguan Song
    Guangyong Sun
    Guangyao Li
    Weizhao Gao
    Qing Li
    Structural and Multidisciplinary Optimization, 2013, 47 : 221 - 231
  • [6] Crashworthiness optimization of foam-filled tapered thin-walled structure using multiple surrogate models
    Song, Xueguan
    Sun, Guangyong
    Li, Guangyao
    Gao, Weizhao
    Li, Qing
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2013, 47 (02) : 221 - 231
  • [7] Crashworthiness optimization of straight thin-walled beams in concept design phase
    Chang, Weibo
    Zhang, Weigang
    Xie, Lunjie
    Cui, Jie
    Qiche Gongcheng/Automotive Engineering, 2013, 35 (02): : 147 - 151
  • [8] Modeling and optimization of foam-filled thin-walled columns for crashworthiness designs
    Bi, Jing
    Fang, Hongbing
    Wang, Qian
    Ren, Xuchun
    FINITE ELEMENTS IN ANALYSIS AND DESIGN, 2010, 46 (09) : 698 - 709
  • [9] Study on crashworthiness of different sections thin-walled beams
    Jing, You-Lu
    Wen, Wei-Dong
    Wei, Min-Xiang
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2009, 30 (SUPPL.): : 302 - 305
  • [10] Failure modes and energy absorption mechanism of CFRP Thin-walled square beams filled with aluminum honeycomb under dynamic impact
    Xiao, Yong
    Wen, XiaoDong
    Liang, Dong
    COMPOSITE STRUCTURES, 2021, 271