中国机械工程 ›› 2013, Vol. 24 ›› Issue (22): 3014-3018.

• 机械基础工程 • 上一篇    下一篇

基于Kriging模型的发动机罩多目标优化设计

陈立娜;张维刚   

  1. 湖南大学汽车车身先进设计制造国家重点实验室,长沙,410082
  • 出版日期:2013-11-25 发布日期:2013-11-29

Multi-objective Optimization Design of Engine Hood Based on Kriging Model

Chen Lina;Zhang Weigang   

  1. State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body,Hunan University,Changsha,410082
  • Online:2013-11-25 Published:2013-11-29

摘要:

为提高轿车CNCAP行人保护性能,应用拓扑优化方法对某款轿车的发动机罩内板进行结构改进,以达到降低行人头部损伤值的目的。先以发动机罩内板、外板、加强板及铰链的壁厚为设计变量,采用最优拉丁方法生成样本数据,通过仿真分析,构建了关于发动机罩质量、头部损伤值及模态的Kriging近似模型;然后利用NSGA-Ⅱ(非劣分层遗传算法)多目标进化算法寻优求解。结果表明:改进后的发动机罩不仅安全性和防振性得到改善,而且质量减小,模态值提高,实现了安全、防振及轻量化的设计目标。

关键词: 发动机罩, Kriging模型, 多目标优化, 最优拉丁方法

Abstract:

In order to reduce the head injury criteria (HIC) of a car in collision process, this paper improved inner plate of engine hood by topological optimization method. Finite element models of head impact engine hood were established and the thicknesses of inner plate, outer plate, stiffener and hinge of improved engine hood plate were defined. Sample data were acquired by the Latin hypercube design of experimental method and simulated in LS-DYNA and OPTISTRUCT. Kriging approximate models of HIC, modal and mass were built and NSGA-Ⅱ(Non-inferior layered genetic algorithm) was applied to search the global optimal design. Finally, the simulation results indicate that adult head-form HIC value drops by 45.13%, the mass is decreased by 7.95% and the vibration prevention is improved.

Key words: engine hood, Kriging model, multi-objective optimization, optimal Latin hypercube

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