Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis
Modern manufacturing firms should be supported by effective maintenance to become successful in their operations. One of the approaches for improving the performance of maintenance activities is to implement a total productive maintenance (TPM) strategy. Overall equipment effectiveness (OEE) is the...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Vilnius Gediminas Technical University
2016-10-01
|
Series: | Journal of Business Economics and Management |
Subjects: | |
Online Access: | https://journals.vgtu.lt/index.php/JBEM/article/view/2261 |
id |
doaj-f8d65706e87e497c96eaad10a71ef020 |
---|---|
record_format |
Article |
spelling |
doaj-f8d65706e87e497c96eaad10a71ef0202021-07-02T11:59:53ZengVilnius Gediminas Technical UniversityJournal of Business Economics and Management1611-16992029-44332016-10-0117510.3846/16111699.2016.1202314Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysisEbru Turanoglu Bekar0Mehmet Cakmakci1Cengiz Kahraman2Graduate School of Natural and Applied Sciences, Dokuz Eylul University, Tinaztepe Campus, 35160 Izmir, TurkeyDepartment of Industrial Engineering, Faculty of Engineering, Dokuz Eylul University, 35397 Izmir, TurkeyDepartment of Industrial Engineering, Faculty of Engineering, Istanbul Technical University, 34367 Istanbul, Turkey Modern manufacturing firms should be supported by effective maintenance to become successful in their operations. One of the approaches for improving the performance of maintenance activities is to implement a total productive maintenance (TPM) strategy. Overall equipment effectiveness (OEE) is the key measure of TPM. According to the results of the literature review, the performance elements measured by the OEE tool are not sufficient to describe the effectiveness of TPM implementation. Hence, we aim at developing and evaluating new performance measures oriented towards the quantification of TPM implementation effectiveness under fuzzy environment. For the evaluation of each performance measure, at first, the nominal group technique has been used. Then to determine whether these performance measures are statistically significant, conjoint analysis based experimental design has been applied. In the second step, COmplex PRo-portional ASsessment of alternatives with Grey relations (COPRAS-G) and the fuzzy COPRAS method has been developed to evaluate these performance measures in TPM. Proposed fuzzy COPRAS method gives the reassuring results of ranking newly developed performance measures in TPM. https://journals.vgtu.lt/index.php/JBEM/article/view/2261COPRAS-Gperformance measurementnew performance measurestotal productive maintenanceconjoint analysisfuzzy COPRAS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ebru Turanoglu Bekar Mehmet Cakmakci Cengiz Kahraman |
spellingShingle |
Ebru Turanoglu Bekar Mehmet Cakmakci Cengiz Kahraman Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis Journal of Business Economics and Management COPRAS-G performance measurement new performance measures total productive maintenance conjoint analysis fuzzy COPRAS |
author_facet |
Ebru Turanoglu Bekar Mehmet Cakmakci Cengiz Kahraman |
author_sort |
Ebru Turanoglu Bekar |
title |
Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis |
title_short |
Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis |
title_full |
Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis |
title_fullStr |
Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis |
title_full_unstemmed |
Fuzzy COPRAS method for performance measurement in total productive maintenance: a comparative analysis |
title_sort |
fuzzy copras method for performance measurement in total productive maintenance: a comparative analysis |
publisher |
Vilnius Gediminas Technical University |
series |
Journal of Business Economics and Management |
issn |
1611-1699 2029-4433 |
publishDate |
2016-10-01 |
description |
Modern manufacturing firms should be supported by effective maintenance to become successful in their operations. One of the approaches for improving the performance of maintenance activities is to implement a total productive maintenance (TPM) strategy. Overall equipment effectiveness (OEE) is the key measure of TPM. According to the results of the literature review, the performance elements measured by the OEE tool are not sufficient to describe the effectiveness of TPM implementation. Hence, we aim at developing and evaluating new performance measures oriented towards the quantification of TPM implementation effectiveness under fuzzy environment. For the evaluation of each performance measure, at first, the nominal group technique has been used. Then to determine whether these performance measures are statistically significant, conjoint analysis based experimental design has been applied. In the second step, COmplex PRo-portional ASsessment of alternatives with Grey relations (COPRAS-G) and the fuzzy COPRAS method has been developed to evaluate these performance measures in TPM. Proposed fuzzy COPRAS method gives the reassuring results of ranking newly developed performance measures in TPM.
|
topic |
COPRAS-G performance measurement new performance measures total productive maintenance conjoint analysis fuzzy COPRAS |
url |
https://journals.vgtu.lt/index.php/JBEM/article/view/2261 |
work_keys_str_mv |
AT ebruturanoglubekar fuzzycoprasmethodforperformancemeasurementintotalproductivemaintenanceacomparativeanalysis AT mehmetcakmakci fuzzycoprasmethodforperformancemeasurementintotalproductivemaintenanceacomparativeanalysis AT cengizkahraman fuzzycoprasmethodforperformancemeasurementintotalproductivemaintenanceacomparativeanalysis |
_version_ |
1721330602919067648 |