Multi-objective optimization of crashworthiness for mini-bus body structures

被引:7
|
作者
Gao, Dawei [1 ]
Zhang, Nan [1 ]
Feng, Jinzhi [1 ]
机构
[1] Univ Shanghai Sci & Technol, Sch Mech Engn, Shanghai 200093, Peoples R China
基金
中国国家自然科学基金;
关键词
Crashworthiness; Latin hypercube sampling design; Kriging approximation model; particle swarm optimization; multi-objective optimization; RELIABILITY-BASED OPTIMIZATION; DESIGN;
D O I
10.1177/1687814017711854
中图分类号
O414.1 [热力学];
学科分类号
摘要
In order to improve crash safety, the body structure of a mini-bus is optimized in this study. One type of multi-objective optimization method is proposed in this article. The peak acceleration a(max) at the B pillar lower end and total mass m of the body in white were set as two objective functions. First, the sample points were generated by Latin hypercube sampling design. Second, based on the evaluation index of 40% frontal offset crash, an approximation model was established by the Kriging method. Then, particle swarm optimization was performed on the approximate models. Finally, the simulation calculation by LS-DYNA proved that the peak acceleration a(max) at the B pillar lower end was reduced by 18.6%, and the total mass m of body in white was reduced by 0.87%. Therefore, the crashworthiness of the mini-bus was improved greatly without increasing the total mass of the body in white, which means that the optimization results were meaningful.
引用
收藏
页数:11
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