A multi-criteria model for maintenance job scheduling

This paper presents a multi-criteria maintenance job scheduling model, which is formulated using a weighted multi-criteria integer linear programming maintenance scheduling framework. Three criteria, which have direct relationship with the primary objectives of a typical production setting, were use...

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Main Author: Sunday A. Oke
Format: Article
Language:English
Published: Maejo University 2007-12-01
Series:Maejo International Journal of Science and Technology
Subjects:
Online Access:http://www.mijst.mju.ac.th/vol2/1-12.pdf
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spelling doaj-0f5d83d8be5547e1893455ec6d712c3d2020-11-24T21:35:27ZengMaejo UniversityMaejo International Journal of Science and Technology1905-78732007-12-01201112A multi-criteria model for maintenance job schedulingSunday A. OkeThis paper presents a multi-criteria maintenance job scheduling model, which is formulated using a weighted multi-criteria integer linear programming maintenance scheduling framework. Three criteria, which have direct relationship with the primary objectives of a typical production setting, were used. These criteria are namely minimization of equipment idle time, manpower idle time and lateness of job with unit parity. The mathematical model constrained by available equipment, manpower and job available time within planning horizon was tested with a 10-job, 8-hour time horizon problem with declared equipment and manpower available as against the required. The results, analysis and illustrations justify multi-criteria consideration. Thus, maintenance managers are equipped with a tool for adequate decision making that guides against error in the accumulated data which may lead to wrong decision making. The idea presented is new since it provides an approach that has not been documented previously in the literature.http://www.mijst.mju.ac.th/vol2/1-12.pdfmulti-criteria analysisdecision-makingmaintenance-schedulingoptimisationtruck plant
collection DOAJ
language English
format Article
sources DOAJ
author Sunday A. Oke
spellingShingle Sunday A. Oke
A multi-criteria model for maintenance job scheduling
Maejo International Journal of Science and Technology
multi-criteria analysis
decision-making
maintenance-scheduling
optimisation
truck plant
author_facet Sunday A. Oke
author_sort Sunday A. Oke
title A multi-criteria model for maintenance job scheduling
title_short A multi-criteria model for maintenance job scheduling
title_full A multi-criteria model for maintenance job scheduling
title_fullStr A multi-criteria model for maintenance job scheduling
title_full_unstemmed A multi-criteria model for maintenance job scheduling
title_sort multi-criteria model for maintenance job scheduling
publisher Maejo University
series Maejo International Journal of Science and Technology
issn 1905-7873
publishDate 2007-12-01
description This paper presents a multi-criteria maintenance job scheduling model, which is formulated using a weighted multi-criteria integer linear programming maintenance scheduling framework. Three criteria, which have direct relationship with the primary objectives of a typical production setting, were used. These criteria are namely minimization of equipment idle time, manpower idle time and lateness of job with unit parity. The mathematical model constrained by available equipment, manpower and job available time within planning horizon was tested with a 10-job, 8-hour time horizon problem with declared equipment and manpower available as against the required. The results, analysis and illustrations justify multi-criteria consideration. Thus, maintenance managers are equipped with a tool for adequate decision making that guides against error in the accumulated data which may lead to wrong decision making. The idea presented is new since it provides an approach that has not been documented previously in the literature.
topic multi-criteria analysis
decision-making
maintenance-scheduling
optimisation
truck plant
url http://www.mijst.mju.ac.th/vol2/1-12.pdf
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