Warpage Investigation on Side Arms using Response Surface Methodology (RSM) and Glow-Worm Swarm Optimizations (GSO)

被引:0
|
作者
Sow, C. K. [1 ]
Fathullah, M. [1 ,2 ]
Nasir, S. M. [2 ,3 ]
Shayfull, Z. [1 ,2 ]
Shazzuan, S. [1 ]
机构
[1] Univ Malaysia Perlis, Sch Mfg Engn, Kampus Tetap Pauh Putra, Arau 02600, Perlis, Malaysia
[2] Univ Malaysia Perlis, Green Design & Manufacture Res Grp, Ctr Excellence Geopolymer & Green Technol CEGeoGT, Kangar 0100, Perlis, Malaysia
[3] Univ Malaysia Perlis, Ctr Diploma Studies, Kangar 0100, Perlis, Malaysia
来源
3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017) | 2017年 / 1885卷
关键词
D O I
10.1063/1.5002219
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper discusses on an analysis run via injection moulding process in determination of the optimum processing parameters used for manufacturing side arms of catheters in minimizing the warpage issues. The optimization method used was RSM. Moreover, in this research tries to find the most significant factor affecting the warpage. From the previous literature review, 4 most significant parameters on warpage defect was selected. Those parameters were melt temperature, packing time, packing pressure, mould temperature and cooling time. At the beginning, side arm was drawn using software of CATIA V5. Then, software Mouldflow and Design Expert were employed to analyses on the popular warpage issues. After that, GSO artificial intelligence was apply using the mathematical model from Design Expert for more optimization on RSM result. Recommended parameter settings from the simulation work were then compared with the optimization work of RSM and GSO. The result show that the warpage on the side arm was improved by 3.27 %
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Warpage Optimisation on the Moulded Part with Straight Drilled and MGSS Conformal Cooling Channels Using Response Surface Methodology (RSM)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Rashidi, M. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [32] Optimisation of Warpage on Plastic Injection Moulding Part Using Response Surface Methodology (RSM) and Genetic Algorithm Method (GA)
    Miza, A. T. N. A.
    Shayfull, Z.
    Nasir, S. M.
    Fathullah, M.
    Hazwan, M. H. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [33] Warpage Analysis on Thick Shell Part Using Response Surface Methodology (RSM) to Optimize Parameter Setting in Injection Molding Process
    Ch'ng, S. Q.
    Nasir, S. M.
    Fathullah, M.
    Noriman, N. Z.
    Hazwan, M. H. M.
    GREEN DESIGN AND MANUFACTURE: ADVANCED AND EMERGING APPLICATIONS, 2018, 2030
  • [34] Optimization of Warpage on Front Panel Housing Plastic Part Using Response Surface Methodology (RSM) and Genetic Algorithm Method (GA)
    Miza, A. T. N. A.
    Shayfull, Z.
    Noriman, N. Z.
    Sazli, S. M.
    Hidayah, M. H. N.
    Norshahira, R.
    GREEN DESIGN AND MANUFACTURE: ADVANCED AND EMERGING APPLICATIONS, 2018, 2030
  • [35] Optimisation of Warpage on Plastic Injection Moulding Part with MGSS Conformal Cooling Channels Moulds Using Response Surface Methodology (RSM)
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Zainal, N.
    Nasir, S. M.
    ADVANCED MATERIALS ENGINEERING AND TECHNOLOGY V, 2017, 1835
  • [36] Investigation of 2-aminoethanethiol as corrosion inhibitor for steel using response surface methodology (RSM)
    Gözde Tansuğ
    Tunç Tüken
    Nur Kıcır
    Mehmet Erbil
    Ionics, 2014, 20 : 287 - 294
  • [37] Investigation into geotechnical properties of clayey soils contaminated with gasoil using Response Surface Methodology (RSM)
    Hosseini, F. Mir Mohammad
    Ebadi, T.
    Eslami, A.
    Hosseini, S. M. Mir Mohammad
    Jahangard, H. R.
    SCIENTIA IRANICA, 2019, 26 (03) : 1122 - 1134
  • [38] Investigation of 2-aminoethanethiol as corrosion inhibitor for steel using response surface methodology (RSM)
    Tansug, Gozde
    Tuken, Tunc
    Kicir, Nur
    Erbil, Mehmet
    IONICS, 2014, 20 (02) : 287 - 294
  • [39] Optimization of Warpage on Battery Cover for hair Clipper Plastic Part Using Response Surface Methodology (RSM) and Firefly Algorithm Method (FA)
    Nabila, W. P. N.
    Nasir, S. M.
    Sazli, S. M.
    Fathullah, M.
    Irfan, A. R.
    5TH INTERNATIONAL CONFERENCE ON GREEN DESIGN AND MANUFACTURE 2019 (ICONGDM 2019), 2019, 2129
  • [40] Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Genetic Algorithm (GA) Optimisation Approaches
    Hazwan, M. H. M.
    Shayfull, Z.
    Sharif, S.
    Nasir, S. M.
    Rashidi, M. M.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885