Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm
Injection moulding is the most widely used processes in manufacturing plastic products. Since the quality of injection improves plastic parts are mostly influenced by process conditions, the method to determine the optimum process conditions becomes the key to improving the part quality. This paper...
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| Format: | Conference or Workshop Item |
| Language: | English |
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EDP Sciences
2016
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/16322/ http://umpir.ump.edu.my/id/eprint/16322/1/Analysis%20of%20Shrinkage%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm.pdf |
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| author | Najihah, S. N. Shayfull, Z. Nasir, S. M. Mohd Sazli, Saad Rashidi, M. M. Fathullah, M. Noriman, N. Z. |
| author_facet | Najihah, S. N. Shayfull, Z. Nasir, S. M. Mohd Sazli, Saad Rashidi, M. M. Fathullah, M. Noriman, N. Z. |
| author_sort | Najihah, S. N. |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Injection moulding is the most widely used processes in manufacturing plastic products. Since the quality of injection improves plastic parts are mostly influenced by process conditions, the method to determine the optimum process conditions becomes the key to improving the part quality. This paper presents a systematic methodology to analyse the shrinkage of the thick plate part during the injection moulding process. Genetic Algorithm (GA) method was proposed to optimise the process parameters that would result in optimal solutions of optimisation goals. Using the GA, the shrinkage of the thick plate part was improved by 39.1% in parallel direction and 17.21% in the normal direction of melt flow. |
| first_indexed | 2025-11-15T02:05:06Z |
| format | Conference or Workshop Item |
| id | ump-16322 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:05:06Z |
| publishDate | 2016 |
| publisher | EDP Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-163222017-05-23T03:53:29Z http://umpir.ump.edu.my/id/eprint/16322/ Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm Najihah, S. N. Shayfull, Z. Nasir, S. M. Mohd Sazli, Saad Rashidi, M. M. Fathullah, M. Noriman, N. Z. TJ Mechanical engineering and machinery Injection moulding is the most widely used processes in manufacturing plastic products. Since the quality of injection improves plastic parts are mostly influenced by process conditions, the method to determine the optimum process conditions becomes the key to improving the part quality. This paper presents a systematic methodology to analyse the shrinkage of the thick plate part during the injection moulding process. Genetic Algorithm (GA) method was proposed to optimise the process parameters that would result in optimal solutions of optimisation goals. Using the GA, the shrinkage of the thick plate part was improved by 39.1% in parallel direction and 17.21% in the normal direction of melt flow. EDP Sciences 2016 Conference or Workshop Item PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/16322/1/Analysis%20of%20Shrinkage%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm.pdf Najihah, S. N. and Shayfull, Z. and Nasir, S. M. and Mohd Sazli, Saad and Rashidi, M. M. and Fathullah, M. and Noriman, N. Z. (2016) Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm. In: MATEC Web of Conferences: 2nd International Conference on Green Design and Manufacture 2016 (IConGDM 2016) , 1-2 May 2016 , Phuket, Thailand. pp. 1-12., 78 (01083). ISSN 2261-236X (Published) https://doi.org/10.1051/matecconf/20167801083 |
| spellingShingle | TJ Mechanical engineering and machinery Najihah, S. N. Shayfull, Z. Nasir, S. M. Mohd Sazli, Saad Rashidi, M. M. Fathullah, M. Noriman, N. Z. Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title | Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title_full | Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title_fullStr | Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title_full_unstemmed | Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title_short | Analysis of Shrinkage on Thick Plate Part using Genetic Algorithm |
| title_sort | analysis of shrinkage on thick plate part using genetic algorithm |
| topic | TJ Mechanical engineering and machinery |
| url | http://umpir.ump.edu.my/id/eprint/16322/ http://umpir.ump.edu.my/id/eprint/16322/ http://umpir.ump.edu.my/id/eprint/16322/1/Analysis%20of%20Shrinkage%20on%20Thick%20Plate%20Part%20using%20Genetic%20Algorithm.pdf |