中国机械工程2011，Vol.22Issue(17)：2122-2126,2135,6.
基于Kriging插值的汽车行李箱盖冲压成形参数的优化设计
Study on Parameters＇ Optimization Design of Automotive Panel Sheet Forming Using Kriging Metamodeling Techniques
摘要
Abstract
A sample data design was carried out by adopting Latin square experimental design method.In order to improve computing efficiency,a Kriging surrogate model was introduced into the complex system of optimization design of automotive panel sheet forming,and was employed for producing coarsen response surface.And then,the Kriging interpolation method was used for constructing the better robust surface to decide the better initial values of design variable and reduce constraints to in considerable range.Finally,genetic algorithm was applied for finding the best optimization results.The optimization results show which is able to accurately quantify the warpage of sheet metal forming and crack in the trends and characteristics,Kriging-based optimization method is done,and Kriging model has better prediction ability,with the accuracy of the interest region and the points with larger predicted uncertainty for the accuracy and efficiency of the global approximation.It is optimized by suggested method on the holder force,drawbead resistance of automotive panel sheet forming to eliminate the crack and wrinkle,with good results.关键词
Kriging插值/拉丁方试验设计/冲压成形/优化设计Key words
Kriging interpolation/Latin square experimental design/sheet forming/optimization design分类
矿业与冶金引用本文复制引用
卿启湘,陈哲吾,文桂林..基于Kriging插值的汽车行李箱盖冲压成形参数的优化设计[J].中国机械工程,2011,22(17):2122-2126,2135,6.基金项目
湖南大学汽车车身先进设计制造国家重点实验室自主课题资助项目（61075003) （）
教育部长江学者和创新团队发展计划资助项目（531105050037) （）
