Cargando…
Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering
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 plast...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839174/ https://www.ncbi.nlm.nih.gov/pubmed/35160633 http://dx.doi.org/10.3390/polym14030644 |
_version_ | 1784650305659469824 |
---|---|
author | Huang, Wei-Tai Tasi, Zi-Yun Ho, Wen-Hsien Chou, Jyh-Horng |
author_facet | Huang, Wei-Tai Tasi, Zi-Yun Ho, Wen-Hsien Chou, Jyh-Horng |
author_sort | Huang, Wei-Tai |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8839174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88391742022-02-13 Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering Huang, Wei-Tai Tasi, Zi-Yun Ho, Wen-Hsien Chou, Jyh-Horng Polymers (Basel) Article 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. MDPI 2022-02-08 /pmc/articles/PMC8839174/ /pubmed/35160633 http://dx.doi.org/10.3390/polym14030644 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Huang, Wei-Tai Tasi, Zi-Yun Ho, Wen-Hsien Chou, Jyh-Horng Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title | Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title_full | Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title_fullStr | Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title_full_unstemmed | Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title_short | Integrating Taguchi Method and Gray Relational Analysis for Auto Locks by Using Multiobjective Design in Computer-Aided Engineering |
title_sort | integrating taguchi method and gray relational analysis for auto locks by using multiobjective design in computer-aided engineering |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839174/ https://www.ncbi.nlm.nih.gov/pubmed/35160633 http://dx.doi.org/10.3390/polym14030644 |
work_keys_str_mv | AT huangweitai integratingtaguchimethodandgrayrelationalanalysisforautolocksbyusingmultiobjectivedesignincomputeraidedengineering AT tasiziyun integratingtaguchimethodandgrayrelationalanalysisforautolocksbyusingmultiobjectivedesignincomputeraidedengineering AT howenhsien integratingtaguchimethodandgrayrelationalanalysisforautolocksbyusingmultiobjectivedesignincomputeraidedengineering AT choujyhhorng integratingtaguchimethodandgrayrelationalanalysisforautolocksbyusingmultiobjectivedesignincomputeraidedengineering |