| 基于综合关联度的注塑成型工艺参数多目标稳健设计 |
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| 引用本文： | 黄风立,林建平,钟美鹏,许锦泓.基于综合关联度的注塑成型工艺参数多目标稳健设计[J].高分子材料科学与工程,2011(3):162-166. |
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| 作者姓名： | 黄风立 林建平 钟美鹏 许锦泓 |
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| 作者单位： | 同济大学机械工程学院;嘉兴学院机电工程学院 |
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| 基金项目： | 浙江省科技计划支撑和引导计划面上项目(2007C21041);浙江省教育科研计划项目(Y200909445,Y200907535) |
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| 摘 要： | 针对注塑成型过程中的多个质量指标,提出了基于综合关联度、Kriging模型及混合交叉变异蚁群算法的注塑成型工艺参数稳健优化方法.首先给出了综合关联度的定义及计算方法,再给出了Krging模型的拟合方法和混合交叉变异的蚁群算法;在多目标稳健设计建模中,各分目标采用质量工程中的6σ原则;在混合交叉变异的蚁群算法中,提出了基...
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| 关 键 词： | 注塑成型 综合关联度 Kriging模型 蚁群算法 |
The Multi-Objective Robust Design on Craft Parameters of Plastic Injection Based on Synthesis Relation Degree |
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| Fengli Huang,Jianping Lin,Meipeng Zhong,Jinhong Xu.The Multi-Objective Robust Design on Craft Parameters of Plastic Injection Based on Synthesis Relation Degree[J].Polymer Materials Science & Engineering,2011(3):162-166. |
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| Authors: | Fengli Huang Jianping Lin Meipeng Zhong Jinhong Xu |
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| Affiliation: | 1.School of Mechanical,Tongji University,Shanghai 200092,China;2.School of Mechanical and Electrical Engineering,Jiaxing University,Jiaxing 314001,China) |
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| Abstract: | Aiming at the multi quality factors in the process of plastic injection,the robust optimum method of craft parameters in the process of plastic injection based on synthesis relation degree,Kriging model and ant colonies algorithm with the operation of crossover and mutation were put forward.Firstly,the definition and calculational method of synthesis relation degree were given,and the approximate model based on Kriging model and ant colonies algorithm with the operation of crossover and mutation were given also.In the robust design modeling of multi objections,the principle of 6 in quality control was applied to each objection.In the ant colonies algorithm with the operation of crossover and mutation,the selective method of algorithm parameters based on the method of experimental design was put forward.The given method is testified by an instance,and it has a good application in engineering. |
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| Keywords: | plastic injection synthesis relation degree Kriging model ant colonies algorithm |
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