Optimisation of Warpage on Thin Shell Plastic Part Using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)

被引:0
|
作者
Asyirah, B. N. [1 ,2 ]
Shayfull, Z. [1 ,2 ]
Nasir, S. M. [1 ,2 ,3 ]
Fathullah, M. [1 ,2 ]
Hazwan, M. H. M. [1 ,2 ]
机构
[1] Univ Malaysia Perlis, Sch Mfg Engn, Kampus Tetap Pauh Putra, Arau 02600, Perlis, Malaysia
[2] Univ Malaysia Perlis, Green Design & Mfg Res Grp, Ctr Excellence Geopolymer & Green Technol CEGeoGT, Kangar 01000, Perlis, Malaysia
[3] Univ Malaysia Perlis, CDS, Kangar 01000, Perlis, Malaysia
关键词
D O I
10.1063/1.5002281
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In manufacturing a variety of parts, plastic injection moulding is widely use. The injection moulding process parameters have played important role that affects the product's quality and productivity. There are many approaches in minimising the warpage ans shrinkage such as artificial neural network, genetic algorithm, glowworm swarm optimisation and hybrid approaches are addressed. In this paper, a systematic methodology for determining a warpage and shrinkage in injection moulding process especially in thin shell plastic parts are presented. To identify the effects of the machining parameters on the warpage and shrinkage value, response surface methodology is applied. In thos study, a part of electronic night lamp are chosen as the model. Firstly, experimental design were used to determine the injection parameters on warpage for different thickness value. The software used to analyse the warpage is Autodesk Moldflow Insight (AMI) 2012.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Warpage Optimisation on the Moulded Part using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Rashidi, M. M.
    ENGINEERING TECHNOLOGY INTERNATIONAL CONFERENCE 2016 (ETIC 2016), 2017, 97
  • [2] Optimisation of Warpage on Plastic Part by Using Glowworm Swarm Optimisation (GSO)
    Shayfull, Z.
    Hazwan, M. H. M.
    Ahmad, M.
    Syafiq, Mohamad A. K.
    Roslan, A. M.
    5TH INTERNATIONAL CONFERENCE ON GREEN DESIGN AND MANUFACTURE 2019 (ICONGDM 2019), 2019, 2129
  • [3] Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Rashidi, M. M.
    ENGINEERING TECHNOLOGY INTERNATIONAL CONFERENCE 2016 (ETIC 2016), 2017, 97
  • [4] Warpage Analysis on Thin Shell Part using Glowworm Swarm Optimisation (GSO)
    Zulhasif, Z.
    Shayfull, Z.
    Nasir, S. M.
    Fathullah, M.
    Hazwan, M. H. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [5] Warpage Optimization on Plastic Part by Using Glowworm Swarm Optimisation (GSO)
    Hazwan, M. H. M.
    Shayfull, Z.
    Ahmad, M.
    Syafiq, Mohamad A. K.
    Roslan, A. M.
    5TH INTERNATIONAL CONFERENCE ON GREEN DESIGN AND MANUFACTURE 2019 (ICONGDM 2019), 2019, 2129
  • [6] Warpage Optimisation on the Moulded Part with Straight-Drilled and Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Zainal, N.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [7] Warpage Optimisation on Thin Shell Part by using Response Surface Methodology (RSM)
    Norshahira, R.
    Shayfull, Z.
    Nasir, S. M.
    Fathullah, M.
    Hazwan, M. H. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [8] Warpage Optimisation on the Moulded Part with Straight Drilled and Conformal Cooling Channels Using Response Surface Methodology (RSM), Glowworm Swarm Optimisation (GSO) and Genetic Algorithm (GA) Optimisation Approaches
    Mohd Hanid, Mohd Hazwan
    Abd Rahim, Shayfull Zamree
    Gondro, Joanna
    Sharif, Safian
    Al Bakri Abdullah, Mohd Mustafa
    Zain, Azlan Mohd
    El-hadj Abdellah, Abdellah
    Mat Saad, Mohd Nasir
    Wyslocki, Jerzy J.
    Nabialek, Marcin
    MATERIALS, 2021, 14 (06)
  • [9] Optimisation of Warpage on Plastic Injection Moulding Part Using Response Surface Methodology (RSM)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Zainal, N.
    ADVANCED MATERIALS ENGINEERING AND TECHNOLOGY V, 2017, 1835
  • [10] Optimisation of Warpage on Plastic Injection Moulding Part Using Response Surface Methodology (RSM)
    Miza, A. T. N. A.
    Shayfull, Z.
    Nasir, S. M.
    Fathullah, M.
    Rashidi, M. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885