Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method
This study focuses on the optimisation of the injection moulding parameters to maximise the strength ofmoulded parts using a simulation software. The moulded parts were injected with Acrylonitrile- Butadiene-Styrene (ABS) whereas mould temperature, melt temperature, packing pressure and packing time...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
EDP Sciences
2016
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/14826/ http://umpir.ump.edu.my/id/eprint/14826/1/Analysis%20of%20Strength%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm%20Optimisation%20Method.pdf |
| _version_ | 1848819818829971456 |
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| author | S. M., Azlan Z., Shayfull S. M., Nasir Mohd Sazli, Saad Mohd Rashidi, Maarof M., Fathullah |
| author_facet | S. M., Azlan Z., Shayfull S. M., Nasir Mohd Sazli, Saad Mohd Rashidi, Maarof M., Fathullah |
| author_sort | S. M., Azlan |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This study focuses on the optimisation of the injection moulding parameters to maximise the strength ofmoulded parts using a simulation software. The moulded parts were injected with Acrylonitrile- Butadiene-Styrene (ABS) whereas mould temperature, melt temperature, packing pressure and packing time were selected as variable process parameters. The polynomial model obtained using Design of Experiment (DOE) was integrated with the Response Surface Methodology (RSM) and Centre Composite Design (CCD). The RSM was supported with Genetic Algorithm (GA) to anticipate the optimum value of processing parameters with the highest strength. It was found that strength of the parts can be improved 2.2% using the methodology reported herein. |
| first_indexed | 2025-11-15T01:59:36Z |
| format | Conference or Workshop Item |
| id | ump-14826 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:59:36Z |
| publishDate | 2016 |
| publisher | EDP Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-148262017-03-27T03:01:50Z http://umpir.ump.edu.my/id/eprint/14826/ Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method S. M., Azlan Z., Shayfull S. M., Nasir Mohd Sazli, Saad Mohd Rashidi, Maarof M., Fathullah TJ Mechanical engineering and machinery This study focuses on the optimisation of the injection moulding parameters to maximise the strength ofmoulded parts using a simulation software. The moulded parts were injected with Acrylonitrile- Butadiene-Styrene (ABS) whereas mould temperature, melt temperature, packing pressure and packing time were selected as variable process parameters. The polynomial model obtained using Design of Experiment (DOE) was integrated with the Response Surface Methodology (RSM) and Centre Composite Design (CCD). The RSM was supported with Genetic Algorithm (GA) to anticipate the optimum value of processing parameters with the highest strength. It was found that strength of the parts can be improved 2.2% using the methodology reported herein. EDP Sciences 2016 Conference or Workshop Item PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/14826/1/Analysis%20of%20Strength%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm%20Optimisation%20Method.pdf S. M., Azlan and Z., Shayfull and S. M., Nasir and Mohd Sazli, Saad and Mohd Rashidi, Maarof and M., Fathullah (2016) Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method. In: MATEC Web of Conferences: 2nd International Conference on Green Design and Manufacture 2016 (IConGDM 2016) , 1-2 May 2016 , Phuket, Thailand. pp. 1-11., 78 (01085). ISSN 2261-236X (Published) http://dx.doi.org/10.1051/matecconf/20167801085 |
| spellingShingle | TJ Mechanical engineering and machinery S. M., Azlan Z., Shayfull S. M., Nasir Mohd Sazli, Saad Mohd Rashidi, Maarof M., Fathullah Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title | Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title_full | Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title_fullStr | Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title_full_unstemmed | Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title_short | Analysis of Strength on Thick Plate Part using Genetic Algorithm Optimisation Method |
| title_sort | analysis of strength on thick plate part using genetic algorithm optimisation method |
| topic | TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/14826/ http://umpir.ump.edu.my/id/eprint/14826/ http://umpir.ump.edu.my/id/eprint/14826/1/Analysis%20of%20Strength%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm%20Optimisation%20Method.pdf |