Reliability-based design optimization for vehicle body crashworthiness based on copula functions

被引:9
|
作者
Wang, Qiong [1 ]
Huang, Zhiliang [1 ]
Dong, Junhong [2 ]
机构
[1] Hunan Univ, Coll Mech & Vehicle Engn, State Key Lab Adv Design & Mfg Vehicle Body, Changsha, Hunan, Peoples R China
[2] China Automot Technol & Res Ctr Co Ltd, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
Reliability-based design optimization; nonlinear correlation; copula functions; vehicle body crashworthiness; Bayesian method; MULTIOBJECTIVE OPTIMIZATION; PROTECTION; MODEL;
D O I
10.1080/0305215X.2019.1657112
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Vehicle body crashworthiness is crucial in a traffic accident. It can protect passengers from serious injury or death and reduce vehicle damage. To provide a more effective design framework for ensuring crash safety, a reliability-based design optimization (RBDO) method for vehicle body crashworthiness considering complex parametric correlation is developed by integrating copula functions. An RBDO model is formulated for the vehicle body crashworthiness problem based on a finite element model of a vehicle crash. Taking into account the correlation of random parameters, the optimal copula function is selected by the Bayesian method to model parametric correlation and build the joint probability distribution function. An efficient solution strategy is provided to perform the reliability analysis and optimization design of crashworthiness. The results demonstrate that the proposed method is reliable and has a high accuracy for crashworthiness design.
引用
收藏
页码:1362 / 1381
页数:20
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