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在计算机辅助工程中运用多目标设计,将田口方法与灰色关联分析相结合用于汽车锁具设计

Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering.

作者信息

Huang Wei-Tai, Tasi Zi-Yun, Ho Wen-Hsien, Chou Jyh-Horng

机构信息

Department of Mechanical Engineering, National Pingtung University of Science and Technology, Pingtung 912, Taiwan.

Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan.

出版信息

Polymers (Basel). 2022 Feb 8;14(3):644. doi: 10.3390/polym14030644.

Abstract

In automobiles, lock parts are matched with inserts, and this is a crucial quality standard for the dimensional accuracy of the molding. This study employed moldflow analysis to explore the influence of various injection molding process parameters on the warpage deformation. Deformation of the plastic part is caused by the nonuniform product temperature distribution in the manufacturing process. Furthermore, improper parameter design leads to substantial warpage and deformation. The Taguchi robust design method and gray correlation analysis were used to optimize the process parameters. Multiobjective quality analysis was performed for achieving a uniform temperature distribution and reducing the warpage deformation to obtain the optimal injection molding process parameters. Subsequently, three water cooling system designs-original cooling, U-shaped cooling, and conformal cooling-were tested to modify the temperature distribution and reduce the warpage. Taguchi gray correlation analysis revealed that the main influencing parameter was the mold temperature followed by the holding pressure. Moreover, the results indicated that the conformal cooling system improved the average temperature distribution.

摘要

在汽车领域,锁部件与嵌件相匹配,这是成型尺寸精度的关键质量标准。本研究采用模流分析来探究各种注塑工艺参数对翘曲变形的影响。塑料部件的变形是由制造过程中产品温度分布不均匀引起的。此外,参数设计不当会导致大量翘曲和变形。采用田口稳健设计方法和灰色关联分析来优化工艺参数。进行多目标质量分析以实现均匀的温度分布并减少翘曲变形,从而获得最佳注塑工艺参数。随后,测试了三种水冷系统设计——原始冷却、U形冷却和随形冷却——以改变温度分布并减少翘曲。田口灰色关联分析表明,主要影响参数是模具温度,其次是保压压力。此外,结果表明随形冷却系统改善了平均温度分布。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9fe5/8839174/7a43ab06f453/polymers-14-00644-g001.jpg

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