Optimisation of Warpage on Plastic Injection Moulding Part Using Response Surface Methodology (RSM)

被引:0
|
作者
Miza, A. T. N. A. [1 ]
Shayfull, Z. [1 ,2 ]
Nasir, S. M. [1 ,2 ,3 ]
Fathullah, M. [1 ,2 ]
Rashidi, M. M. [4 ]
机构
[1] Univ Malaysia Perlis, Sch Mfg Engn, Kampus Tetap Pauh Putra, Arau 02600, Perlis, Malaysia
[2] Univ Malaysia Perlis, Ctr Excellence Geopolymer & Green Technol CEGeoGT, Green Design & Manufacture Res Grp, Kangar 01000, Perlis, Malaysia
[3] Univ Malaysia Perlis, CDS, Kangar 01000, Perlis, Malaysia
[4] Univ Malaysia Pahang, Fac Mech Engn, Pekan 26600, Pahang, Malaysia
关键词
D O I
10.1063/1.5002200
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The warpage is often encountered which occur during injection moulding process of thin shell part depending the process condition. The statistical design of experiment method which are Integrating Finite Element (FE) Analysis, moldflow analysis and response surface methodology (RSM) are the stage of few ways in minimize the warpage values of x,y and z on thin shell plastic parts that were investigated. A battery cover of a remote controller is one of the thin shell plastic part that produced by using injection moulding process. The optimum process condition parameter were determined as to achieve the minimum warpage from being occur. Packing pressure, Cooling time, Melt temperature and Mould temperature are 4 parameters that considered in this study. A two full factorial experimental design was conducted in Design Expert of RSM analysis as to combine all these parameters study. FE analysis result gain from analysis of variance (ANOVA) method was the one of the important process parameters influenced warpage. By using RSM, a predictive response surface model for warpage data will be shown.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] 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)
  • [32] Warpage Optimization on a Mobile Phone Case using Response Surface Methodology (RSM)
    Lee, X. N.
    Fathullah, M.
    Shayfull, Z.
    Nasir, S. M.
    Hazwan, M. H. M.
    Shazzuan, S.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [33] Warpage Minimization: Analysis using Response Surface Methodology (RSM) and Particle Swarm Optimization (PSO) on Thin Part
    Yasiin, A.
    Fathullah, M.
    Shayfull, Z.
    Nasir, S. M.
    Hazwan, M. H. M.
    Sazli, M.
    Yahya, Z. R.
    3RD ELECTRONIC AND GREEN MATERIALS INTERNATIONAL CONFERENCE 2017 (EGM 2017), 2017, 1885
  • [34] Warpage Optimization on Thin Shell Part (Below 2mm) Using Response Surface Methodology (RSM)
    Syazwani, N.
    Nasir, S. M.
    Fathullah, M.
    Hazwan, M. H. M.
    Noriman, N. Z.
    GREEN DESIGN AND MANUFACTURE: ADVANCED AND EMERGING APPLICATIONS, 2018, 2030
  • [35] Optimisation of mixed proportion for cement brick containing plastic waste using response surface methodology (RSM)
    Zulkernain, Nur Hanis
    Gani, Paran
    Ng, Chuck Chuan
    Uvarajan, Turkeswari
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2022, 7 (02)
  • [36] An Investigation on Warpage Analysis in Plastic Injection Moulding
    Saifullah, Abul B. M.
    Masood, Syed H.
    ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES II, PTS 1 AND 2, 2011, 264-265 : 433 - 438
  • [37] Optimisation of mixed proportion for cement brick containing plastic waste using response surface methodology (RSM)
    Nur Hanis Zulkernain
    Paran Gani
    Chuck Chuan Ng
    Turkeswari Uvarajan
    Innovative Infrastructure Solutions, 2022, 7
  • [38] 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
  • [39] Warpage Analysis on Thick Shell Part Using Response Surface Methodology (RSM) and Bat Algorithm (BA) to Optimize Parameter Setting in Injection Molding Process
    Ch'ng, S. Q.
    Nasir, S. M.
    Fathullah, M.
    Noriman, N. Z.
    Sazli, S. M.
    GREEN DESIGN AND MANUFACTURE: ADVANCED AND EMERGING APPLICATIONS, 2018, 2030
  • [40] Warpage Optimization on Thick Shell Part (Thickness below 2mm) by using Response Surface Methodology (RSM)
    Ilyas, M.
    Nasir, S. M.
    Fathullah, M.
    Noriman, N. Z.
    Hazwan, M. H. M.
    GREEN DESIGN AND MANUFACTURE: ADVANCED AND EMERGING APPLICATIONS, 2018, 2030