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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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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
score 13.222552

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