Optimisation of Warpage on Plastic Injection Moulding Part with MGSS Conformal Cooling Channels Moulds Using Response Surface Methodology (RSM)

被引:3
|
作者
Hazwan, M. H. M. [1 ,2 ]
Shayfull, Z. [1 ,4 ]
Sharif, S. [3 ]
Zainal, N. [5 ]
Nasir, S. M. [1 ,4 ]
机构
[1] Univ Malaysia Perlis, Sch Mfg Engn, KampusTetapPauh Putra, Arau 02600, Perlis, Malaysia
[2] Univ Malaysia Perlis, Sch Engn Technol, KampusUniCITIAlam, Padang Besar 02100, Perlis, Malaysia
[3] Univ Teknol Malaysia, Fac Mech Engn, Utm Skudai 81310, Johor, Malaysia
[4] Univ Malaysia Perlis, Green Design & Manufacture Res Grp, Ctr Excellence Geopolymer & Green Technol CEGeoGT, Kangar 01000, Perlis, Malaysia
[5] Univ Teknol Malaysia, Fac Comp, Utm Skudai 81310, Johor, Malaysia
关键词
PROCESS PARAMETERS; NEURAL-NETWORK; SHRINKAGE; GA;
D O I
10.1063/1.4981860
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nowadays, there are various methods of optimisation works that have been explored by many researchers to find the appropriate processing parameters setting of injection moulding process. From the previous researches, it was reported that the optimisation work improved the moulded part quality. Apart from quality, the productivity in the injection moulding process also plays an important role. Therefore, some of the researchers have introduced the conformal cooling channels which have been proven to improve the quality and productivity of the moulded part. However, the application of optimisation work to determine an appropriate processing parameters setting in previous researches are only focusing on the conventional straight-drilled cooling channels and the application in conformal cooling channels are still lacking. In this study, the application of optimisation work to improve warpage of the front panel housing part with Milled Groove Square Shape (MGSS) conformal cooling channels has been explored. By selecting cooling time, cooling temperature, packing pressure and melt temperature as the variables, design of experiment (DOE) has been constructed by using the central composite design (CCD) approach. By performing Response Surface Methodology (RSM) optimisation approach, warpage of the moulded part has been optimised. Based on the results warpage has optimised by 46.5%. The finding shows that the application of optimisation work on the conformal cooling channels offers the best outcome.
引用
收藏
页数:9
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