A study of parallel machine scheduling in an electronic industry using heuristics approach

In electronic industries, there are inconsistency in completing the orders or jobs in the production line within the period given. In this study, the winding process of an electronics industry in being investigated to search and propose the best scheduling approach of the process in dealing the prob...

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Main Authors: Muhammad K. A., Saienudin, M. F. F., Ab Rashid
Format: Conference or Workshop Item
Language:English
English
Published: AIP Publishing 2021
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/30962/1/6.%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf
http://umpir.ump.edu.my/id/eprint/30962/2/6.1%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf
http://umpir.ump.edu.my/id/eprint/30962/
https://doi.org/10.1063/5.0072982
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Institution: Universiti Malaysia Pahang
Language: English
English
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spelling my.ump.umpir.309622021-11-16T04:38:28Z http://umpir.ump.edu.my/id/eprint/30962/ A study of parallel machine scheduling in an electronic industry using heuristics approach Muhammad K. A., Saienudin M. F. F., Ab Rashid TJ Mechanical engineering and machinery In electronic industries, there are inconsistency in completing the orders or jobs in the production line within the period given. In this study, the winding process of an electronics industry in being investigated to search and propose the best scheduling approach of the process in dealing the problem occurred on the production line. Scheduling process is done by using heuristic approaches where four different scheduling rules are applied. These rules are First Come First Serve (FCFS), Earliest Due Date (EDD), Longest Processing Time (LPT) and Shortest Processing Time (SPT). The analysis is done by using two methods; single product processing and double product processing using predetermined weightage. The key performance indicator is by observing the maximum makespan of the winding process, Cmax from the respective scheduling. Based on the results, LPT is the most promising rule among the scheduling rules that are considered in this project. LPT rule able to minimize the Cmax by selecting of the highest executive time from the order. LPT manage to utilize the machines in the production on high level and thus increasing the efficiency of the production. AIP Publishing 2021 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/30962/1/6.%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf pdf en http://umpir.ump.edu.my/id/eprint/30962/2/6.1%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf Muhammad K. A., Saienudin and M. F. F., Ab Rashid (2021) A study of parallel machine scheduling in an electronic industry using heuristics approach. In: The 2nd International Conference on Technology, Engineering and Sciences (ICTES 2021), 3 - 4 April 2021 , Langkawi, Kedah & Online Conference. pp. 1-5., 2401 (1). https://doi.org/10.1063/5.0072982
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Muhammad K. A., Saienudin
M. F. F., Ab Rashid
A study of parallel machine scheduling in an electronic industry using heuristics approach
description In electronic industries, there are inconsistency in completing the orders or jobs in the production line within the period given. In this study, the winding process of an electronics industry in being investigated to search and propose the best scheduling approach of the process in dealing the problem occurred on the production line. Scheduling process is done by using heuristic approaches where four different scheduling rules are applied. These rules are First Come First Serve (FCFS), Earliest Due Date (EDD), Longest Processing Time (LPT) and Shortest Processing Time (SPT). The analysis is done by using two methods; single product processing and double product processing using predetermined weightage. The key performance indicator is by observing the maximum makespan of the winding process, Cmax from the respective scheduling. Based on the results, LPT is the most promising rule among the scheduling rules that are considered in this project. LPT rule able to minimize the Cmax by selecting of the highest executive time from the order. LPT manage to utilize the machines in the production on high level and thus increasing the efficiency of the production.
format Conference or Workshop Item
author Muhammad K. A., Saienudin
M. F. F., Ab Rashid
author_facet Muhammad K. A., Saienudin
M. F. F., Ab Rashid
author_sort Muhammad K. A., Saienudin
title A study of parallel machine scheduling in an electronic industry using heuristics approach
title_short A study of parallel machine scheduling in an electronic industry using heuristics approach
title_full A study of parallel machine scheduling in an electronic industry using heuristics approach
title_fullStr A study of parallel machine scheduling in an electronic industry using heuristics approach
title_full_unstemmed A study of parallel machine scheduling in an electronic industry using heuristics approach
title_sort study of parallel machine scheduling in an electronic industry using heuristics approach
publisher AIP Publishing
publishDate 2021
url http://umpir.ump.edu.my/id/eprint/30962/1/6.%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf
http://umpir.ump.edu.my/id/eprint/30962/2/6.1%20A%20study%20of%20parallel%20machine%20scheduling%20in%20an%20electronic%20industry%20using%20heuristics%20approach.pdf
http://umpir.ump.edu.my/id/eprint/30962/
https://doi.org/10.1063/5.0072982
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