Application of improved RSM in the optimization design of automotive frontal crashworthiness

被引:0
|
作者
Chen, Xiao-Kai [1 ]
Li, Bang-Guo [1 ]
Lin, Yi [1 ]
机构
[1] School of Mechanical Engineering, Beijing Institute of Technology, Beijing 100081, China
关键词
Quadratic programming - Surface properties - Accidents;
D O I
暂无
中图分类号
学科分类号
摘要
To increase the frontal crashworthiness of automobiles, an improved response surface method (RSM) which has accurate convergence characteristics at the current design is presented, and the methodology is firstly used with optimal Latin hypercube sampling (LHS) to build the surrogate model of B-pillar acceleration peak value in full frontal crash. Many structure parameters are optimized using sequential quadratic program (SQP) based on the surrogate model. The results show that the improved RSM has high accuracy, and the acceleration peak value of B-pillar decreases nearly 18.2% after optimization. The research provides a facilitating approach for the optimization design of automotive frontal crashworthiness.
引用
收藏
页码:1076 / 1079
相关论文
共 50 条
  • [31] Multidisciplinary design optimization for hybrid electric vehicles: component sizing and multi-fidelity frontal crashworthiness
    Anselma, P. G.
    Niutta, C. Boursier
    Mainini, L.
    Belingardi, G.
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2020, 62 (04) : 2149 - 2166
  • [32] Optimization of a fender structure for the crashworthiness design
    Jiang, Zhiyu
    Gu, Mintong
    MATERIALS & DESIGN, 2010, 31 (03): : 1085 - 1095
  • [33] Multidisciplinary design optimization for hybrid electric vehicles: component sizing and multi-fidelity frontal crashworthiness
    P. G. Anselma
    C. Boursier Niutta
    L. Mainini
    G. Belingardi
    Structural and Multidisciplinary Optimization, 2020, 62 : 2149 - 2166
  • [34] Crashworthiness Design Using Topology Optimization
    Patel, Neal M.
    Kang, Byung-Soo
    Renaud, John E.
    Tovar, Andres
    JOURNAL OF MECHANICAL DESIGN, 2009, 131 (06)
  • [35] An integrated multi-objective optimization method with application to train crashworthiness design
    Hou, Lin
    Zhang, Honghao
    Peng, Yong
    Wang, Shiming
    Yao, Song
    Li, Zhixiang
    Deng, Gongxun
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2021, 63 (03) : 1513 - 1532
  • [36] Design Optimization of Bi-Tubular Thin Walled Columns for Crashworthiness Application
    Tarlochan, Fans
    FRACTURE AND STRENGTH OF SOLIDS VII, PTS 1 AND 2, 2011, 462-463 : 1218 - 1223
  • [37] An integrated multi-objective optimization method with application to train crashworthiness design
    Lin Hou
    Honghao Zhang
    Yong Peng
    Shiming Wang
    Song Yao
    Zhixiang Li
    Gongxun Deng
    Structural and Multidisciplinary Optimization, 2021, 63 : 1513 - 1532
  • [38] Use of support vector regression in structural optimization: Application to vehicle crashworthiness design
    Zhu, Ping
    Pan, Feng
    Chen, Wei
    Zhang, Siliang
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2012, 86 : 21 - 31
  • [39] Improve the frontal crashworthiness of vehicle through the design of front rail
    Li, Q. Q.
    Li, E.
    Chen, T.
    Wu, L.
    Wang, G. Q.
    He, Z. C.
    THIN-WALLED STRUCTURES, 2021, 162
  • [40] Design and target decomposition of impact pulse of car frontal crashworthiness
    Zhang, Jun-Yuan
    Chen, Guang
    Liu, Le-Dan
    Li, Hong-Jian
    Tang, Hong-Bin
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2012, 42 (04): : 823 - 827