Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)

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Main Authors:	Mohd Hazwan, Mohd Hanid‬, Shayfull Zamree, Abd Rahim, S., Sharif, S. M., Nasir, M. M., Rashidi
Other Authors:	hazwanhanid@unimap.edu.my
Format:	Article
Language:	English
Published:	EDP Sciences 2021
Subjects:	Glowworm Swarm Optimisation (GSO) Response Surface Methodology (RSM) Warpage Injection moulding
Online Access:	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69277
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-69277
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spelling	my.unimap-692772021-01-12T08:21:34Z Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO) Mohd Hazwan, Mohd Hanid‬ Shayfull Zamree, Abd Rahim S., Sharif S. M., Nasir M. M., Rashidi hazwanhanid@unimap.edu.my Glowworm Swarm Optimisation (GSO) Response Surface Methodology (RSM) Warpage Injection moulding Link to publisher's homepage at https://www.matec-conferences.org/ Today, there are many of optimisation method have been explored by previous researchers to find the appropriate processing parameters setting for the injection moulding process. From the previous researches, it has been proven that the optimisation work improved the quality of the moulded part. However, the application of optimisation work in conformal cooling channels still lacks. Therefore, in this study, the application of optimisation work to improve warpage of front panel housing with conformal cooling channels moulds have been explored. By choosing cooling time, coolant temperature, packing pressure and melt temperature as the variable parameters, design of experiment (DOE) has been defined by using the rotatable central composite design (CCD) approach. Response Surface Methodology (RSM) was performed to determine the mathematical model. The mathematical model then will be used in Glowworm Swarm Optimisation (GSO) method in order to obtain the optimal processing parameters setting which will optimise the warpage condition. Based on the results, cooling time is the most significant factor contributes to the warpage condition and warpage have optimised by 38.7% after optimisation using the proposed approach. This finding shows that the application of conformal cooling channels with optimisation work will produce better quality of the moulded part. 2021-01-12T08:21:34Z 2021-01-12T08:21:34Z 2017 Article MATEC Web Conference, vol.97, 2017, 12 pages 2261-236X (online) http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69277 https://doi.org/10.1051/matecconf/20179701104 en Engineering Technology International Conference 2016 (ETIC 2016); EDP Sciences
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Glowworm Swarm Optimisation (GSO) Response Surface Methodology (RSM) Warpage Injection moulding
spellingShingle	Glowworm Swarm Optimisation (GSO) Response Surface Methodology (RSM) Warpage Injection moulding Mohd Hazwan, Mohd Hanid‬ Shayfull Zamree, Abd Rahim S., Sharif S. M., Nasir M. M., Rashidi Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
description	Link to publisher's homepage at https://www.matec-conferences.org/
author2	hazwanhanid@unimap.edu.my
author_facet	hazwanhanid@unimap.edu.my Mohd Hazwan, Mohd Hanid‬ Shayfull Zamree, Abd Rahim S., Sharif S. M., Nasir M. M., Rashidi
format	Article
author	Mohd Hazwan, Mohd Hanid‬ Shayfull Zamree, Abd Rahim S., Sharif S. M., Nasir M. M., Rashidi
author_sort	Mohd Hazwan, Mohd Hanid‬
title	Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
title_short	Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
title_full	Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
title_fullStr	Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
title_full_unstemmed	Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)
title_sort	warpage optimisation on the moulded part with conformal cooling channels using response surface methodology (rsm) and glowworm swarm optimisation (gso)
publisher	EDP Sciences
publishDate	2021
url	http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69277
_version_	1698698583262363648

Warpage Optimisation on the Moulded Part with Conformal Cooling Channels using Response Surface Methodology (RSM) and Glowworm Swarm Optimisation (GSO)

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