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2020 | OriginalPaper | Chapter

Selection of Optimum Maintenance Strategy Using Multi-criteria Decision Making Approaches

Authors : Tolga Gedikli, Beyzanur Cayir Ervural

Published in: Industrial Engineering in the Digital Disruption Era

Publisher: Springer International Publishing

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Abstract

An appropriate maintenance strategy can improve the availability and reliability levels of industries, while improper maintenance strategy can significantly reduce the effectiveness of companies. This paper aims to select the optimal maintenance strategy utilizing four decision-making techniques in a food company in Turkey. In this study, four multi-criteria decision making (MCDM) methods (Analytic Hierarchy Process (AHP), Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), Simple Additive Weighting (SAW) and Weighted Product (WP)) are used to determine the optimal maintenance strategy. In this context, four main criteria (safety, cost, reliability, and added-value), twelve criteria and five alternatives (corrective maintenance, time-based preventive maintenance, opportunistic maintenance, condition-based maintenance, and predictive maintenance) are defined according to focus group meetings in the company and the literature review. The obtained results are compared with each other, and then the appropriate maintenance strategies are identified.

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Abdulgader FS, Eid R, Daneshvar Rouyendegh B (2018) Development of decision support model for selecting a maintenance plan using a fuzzy MCDM approach: a theoretical framework. Appl Comput Intell Soft Comput 14:1–14. https://doi.org/10.1155/2018/9346945CrossRef

Aghaee M, Fazli S (2012) An improved MCDM method for maintenance approach selection: a case study of auto industry. Manag Sci Lett 2:137–146. https://doi.org/10.5267/j.msl.2011.09.012CrossRef

Ahmadi A, Gupta S, Karim R, Kumar U (2010) Selection of maintenance strategy for aircraft systems using multi-criteria decision making methodologies. Int J Reliab Qual Saf Eng 17:223–243. https://doi.org/10.1142/S0218539310003779CrossRef

Al-Najjar B, Alsyouf I (2003) Selecting the most efficient maintenance approach using fuzzy multiple criteria decision making. Int J Prod Econ 84:85–100. https://doi.org/10.1016/S0925-5273(02)00380-8CrossRef

Bertolini M, Bevilacqua M (2006) A combined goal programming - AHP approach to maintenance selection problem. Reliab Eng Syst Saf 91:839–848. https://doi.org/10.1016/j.ress.2005.08.006CrossRef

Bevilacqua M, Braglia M (2000) The analytic hierarchy process applied to maintenance strategy selection. Reliab Eng Syst Saf 70:71–83. https://doi.org/10.1016/S0951-8320(00)00047-8CrossRef

Cayir Ervural B, Evren R, Delen D (2018a) A multi-objective decision-making approach for sustainable energy investment planning. Renew Energy 126:387–402. https://doi.org/10.1016/J.RENENE.2018.03.051CrossRef

Cayir Ervural B, Zaim S, Demirel OF et al (2018b) An ANP and fuzzy TOPSIS-based SWOT analysis for Turkey’s energy planning. Renew Sustain Energy Rev 82:1538–1550. https://doi.org/10.1016/J.RSER.2017.06.095CrossRef

Chandima Ratnayake RM, Markeset T (2010) Technical integrity management: measuring HSE awareness using AHP in selecting a maintenance strategy. J Qual Maint Eng 16:44–63. https://doi.org/10.1108/13552511011030327CrossRef

Chen C-T (2000) Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets Syst 114:1–9. https://doi.org/10.1016/S0165-0114(97)00377-1CrossRefMATH

Elseddawy AZ, Kandil AH (2018) Selection of appropriate maintenance strategy for medical equipment. In: 2018 9th Cairo international biomedical engineering conference (CIBEC). IEEE, pp 73–77

Emovon I, Norman RA, Murphy AJ (2018) Hybrid MCDM based methodology for selecting the optimum maintenance strategy for ship machinery systems. J Intell Manuf 29:519–531. https://doi.org/10.1007/s10845-015-1133-6CrossRef

Cayir Ervural B, Ervural B, Kabak Ö (2019) Evaluation of flexible manufacturing systems using a hesitant group decision making approach. J Intell Syst 28:245–258. https://doi.org/10.1515/jisys-2017-0065CrossRef

Ge Y, Xiao M, Yang Z et al (2017) An integrated logarithmic fuzzy preference programming based methodology for optimum maintenance strategies selection. Appl Soft Comput 60:591–601. https://doi.org/10.1016/J.ASOC.2017.07.021CrossRef

Hwang C-L, Yoon K (1981) Multiple attribute decision making: methods and applications a state-of-the-art survey. Springer, HeidelbergCrossRef

Ilangkumaran M, Kumanan S (2009) Selection of maintenance policy for textile industry using hybrid multi-criteria decision making approach. J Manuf Technol Manag 20:1009–1022. https://doi.org/10.1108/17410380910984258CrossRef

Jayaswal P, Sagar MK, Kushwah K (2013) Maintenance strategy selection by fuzzy TOPSIS method of material handling equipment. Int J Emerg Trends Eng Dev 2:126–135

Kirubakaran B, Ilangkumaran M (2016) Selection of optimum maintenance strategy based on FAHP integrated with GRA–TOPSIS. Ann Oper Res 245:285–313. https://doi.org/10.1007/s10479-014-1775-3MathSciNetCrossRefMATH

Mey Y (2016) Fuzzy analytical hierarchy process for the selection of maintenance policies within petroleum industry, pp 529–534

Mishra SK, Mahapatra D (2015) Maintenance strategy and decision making–AHP method. Int J Adv Eng Res Stud IV:256–258

Mohamed A, Saad S (2016) Fuzzy analytic hierarchy process for the selection of maintenance policies within petroleum industry. In: Advances in transdisciplinary engineering. IOS Press BV, pp 529–534

Odeyale SO, Alamu OJ, Odeyale EO (2013) The analytical hierarchy process concept for maintenance strategy selection in manufacturing industries. Pacific J Sci Technol 14:223–233

Opricovic S, Tzeng G-H (2004) Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur J Oper Res 156:445–455. https://doi.org/10.1016/S0377-2217(03)00020-1CrossRefMATH

Pariazar M, Shahrabi J, Zaeri MS, Parhizi S (2008) A combined approach for maintenance strategy selection. J Appl Sci 8:4321–4329CrossRef

Pourjavad E, Shirouyehzad H, Shahin A (2013) Selecting maintenance strategy in mining industry by analytic network process and TOPSIS. Int J Ind Syst Eng 15:171. https://doi.org/10.1504/ijise.2013.056095CrossRef

Savitha K, Chandrasekar C (2011) Vertical Handover decision schemes using SAW and WPM for Network selection in Heterogeneous Wireless Networks. Type Double Blind Peer Rev Int Res J Publ Glob Journals Inc 11:18–24

Saaty TL (1980) What is the analytic hierarchy process? In: Mathematical models for decision support. Springer, Heidelberg, pp 109–121CrossRef

Shafiee M (2015) Maintenance strategy selection problem: an MCDM overview. J Qual Maint Eng 21:378–402. https://doi.org/10.1108/JQME-09-2013-0063CrossRef

Shahin A, Pourjavad E, Shirouyehzad H (2012) Optimum maintenance strategy: A case study in the mining industry. Artic Int J Serv Oper Manag 12:368–386. https://doi.org/10.1504/IJSOM.2012.047626CrossRef

Shyjith K, Ilangkumaran M, Kumanan S (2008) Multi-criteria decision-making approach to evaluate optimum maintenance strategy in textile industry. J Qual Maint Eng 14:375–386. https://doi.org/10.1108/13552510810909975CrossRef

Thor J, Ding S-H, Kamaruddin S (2013) Comparison of multi criteria decision making methods from the maintenance alternative selection perspective. Int J Eng Sci (IJES) 2:27–34

Wang L, Chu J, Wu J (2007) Selection of optimum maintenance strategies based on a fuzzy analytic hierarchy process. Int J Prod Econ 107:151–163. https://doi.org/10.1016/j.ijpe.2006.08.005CrossRef

Xie H, Shi L, Xu H (2013) Transformer maintenance policies selection based on an improved fuzzy analytic hierarchy process. J Comput 8:1343–1350. https://doi.org/10.4304/jcp.8.5.1343-1350CrossRef

Yeh C-H (2003) The selection of multiattribute decision making methods for scholarship student selection. Int J Sel Assess 11:289–296. https://doi.org/10.1111/j.0965-075X.2003.00252.xCrossRef

Zaeri MS, Shahrabi J, Pariazar M, Morabbi A (2007) A combined multivariate technique and multi criteria decision making to maintenance strategy selection. In: 2007 IEEE International Conference on Industrial Engineering and Engineering Management. IEEE, pp 621–625

Title: Selection of Optimum Maintenance Strategy Using Multi-criteria Decision Making Approaches
Authors: Tolga Gedikli
Beyzanur Cayir Ervural
Publisher: Springer International Publishing
Book: Industrial Engineering in the Digital Disruption Era
Print ISBN: 978-3-030-42415-2

Electronic ISBN: 978-3-030-42416-9

Copyright Year: 2020
DOI: https://doi.org/10.1007/978-3-030-42416-9_15

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