Simulation and Analysis of Optimization Process Parameters for Multi-Cavity Injection Molding Parts Warpage by Genetic Algorithm Method

被引:1
|
作者
Chen, Wen-Jong [1 ]
机构
[1] Changhua Univ Educ, Dept Ind Educ & Technol, Changhua, Taiwan
关键词
Genetic Algorithm; Multi-cavity Injection Molding; Objective Function; MODEL;
D O I
10.4028/www.scientific.net/AMM.142.54
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This study presents the warpage analysis for products through the combination of the genetic algorithm (GA) method and finite element method (FEM) in multi-cavity injection molding parts; it simulated and analyzed the warpage through controlling the conditions of various parameters in primary processes - filling, packing, and cooling. After 50 iterations of calculations. These results demonstrate that the maximum warpage of the products was 0.5052 mm for multi-cavity injection molding parts. In comparison with the orthogonal array, the maximum warpage could be reduced by approximately 7.24%. It is shown that the GA method can obtain the optimum process conditions for warpage deformation in multi-cavity injection molding parts.
引用
收藏
页码:54 / 57
页数:4
相关论文
共 50 条
  • [1] Design of Optimization Parameters with Hybrid Genetic Algorithm Method in Multi-Cavity Injection Molding Process
    Chen, Wen-Jong
    Lin, Jia-Ru
    [J]. ADVANCED MATERIALS RESEARCH II, PTS 1 AND 2, 2012, 463-464 : 587 - 591
  • [2] OPTIMIZATION OF INJECTION-MOLDING PARAMETERS FOR THE WARPAGE OF GREEN PARTS OF METAL INJECTION MOLDING BY THE TAGUCHI METHOD
    Chung, Chen-Yuan
    Chen, Yu-Peng
    [J]. PROCEEDINGS OF ASME 2021 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION (IMECE2021), VOL 2A, 2021,
  • [3] Optimization of Injection Molding Process of Transparent Complex Multi-Cavity Parts Based on Kriging Model and Various Optimization Techniques
    Sai Li
    Xi Ying Fan
    Yong Huan Guo
    Xin Liu
    Hai Yue Huang
    Yan Li Cao
    Lu Lu Li
    [J]. Arabian Journal for Science and Engineering, 2021, 46 : 11835 - 11845
  • [4] Optimization of Injection Molding Process of Transparent Complex Multi-Cavity Parts Based on Kriging Model and Various Optimization Techniques
    Li, Sai
    Fan, Xi Ying
    Guo, Yong Huan
    Liu, Xin
    Huang, Hai Yue
    Li Cao, Yan
    Li, Lu Lu
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (12) : 11835 - 11845
  • [5] Optimization of Process Parameters for Warpage Minimization on Injection Molding Thin-walled Parts
    Sun, Baoshou
    Deng, Yimin
    Gu, Boqin
    Huang, Xiaodiao
    [J]. ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION II, PTS 1 AND 2, 2012, 102-102 : 525 - +
  • [6] Warpage optimization of the GFRP injection molding process parameters
    Liu, Xin
    Fan, Xiying
    Guo, Yonghuan
    Man, Bing
    Li, Lulu
    [J]. MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2021, 27 (12): : 4337 - 4346
  • [7] Warpage optimization of the GFRP injection molding process parameters
    Xin Liu
    Xiying Fan
    Yonghuan Guo
    Bing Man
    Lulu Li
    [J]. Microsystem Technologies, 2021, 27 : 4337 - 4346
  • [8] Warpage optimization of the GFRP injection molding process parameters
    Liu, Xin
    Fan, Xiying
    Guo, Yonghuan
    Man, Bing
    Li, Lulu
    [J]. Fan, Xiying (fxy8441@163.com), 1600, Springer Science and Business Media Deutschland GmbH (27): : 4337 - 4346
  • [9] The process capability of multi-cavity pressure control for the injection molding process
    Kazmer, D
    Barkan, P
    [J]. POLYMER ENGINEERING AND SCIENCE, 1997, 37 (11): : 1880 - 1895
  • [10] Simulation-Based Optimization of Injection Molding Process Parameters for Minimizing Warpage by ANN and GA
    Nitnara, Chiwapon
    Tragangoon, Kumpon
    [J]. INTERNATIONAL JOURNAL OF TECHNOLOGY, 2023, 14 (02): : 422 - 433