A fuzzy DEMATEL-based solution approach for facility layout problem: A case study

MakaleAçık ErişimScopus SJRQ1
  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı

Özet

Facility layout in production systems is a difficult activity since both qualitative and quantitative factors affect the location decision, and also influence and causal relationship between these factors should be determined for a better location. In this respect, it is demonstrated in this study that fuzzy decision-making trial and evaluation laboratory (fuzzy DEMATEL) method can effectively be used in handling facility layout problems in practice. The qualitative factors that described by linguistic terms can be taken into account through fuzzy structure of the method. Considering this, a fuzzy DEMATEL-based solution approach for facility layout problem is proposed in this study. The proposed approach takes into account both qualitative and quantitative location factors. To address the need in practice, six important location factors are considered in this study. These are material flow, information flow, personnel flow, equipment flow, environmental condition, and supervision of personnel. This study differs from the previous works in that it applies fuzzy DEMATEL method to facility layout problem. To explore the viability of the proposed approach, a real world problem in a machinery industry firm is handled.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/bayburt/12217Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/s00170-014-5826-3Yayıncı resmi DOI adresi
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65
WoS
46
OpenAlex
59
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorAltuntas, Serkan
dc.contributor.authorSelim, Hasan
dc.contributor.authorDereli, Turkay
dc.date.accessioned2026-10-29T19:09:20.003874312Z
dc.date.available2026-10-29T19:09:20.003874312Z
dc.date.issued2014
dc.description.abstractFacility layout in production systems is a difficult activity since both qualitative and quantitative factors affect the location decision, and also influence and causal relationship between these factors should be determined for a better location. In this respect, it is demonstrated in this study that fuzzy decision-making trial and evaluation laboratory (fuzzy DEMATEL) method can effectively be used in handling facility layout problems in practice. The qualitative factors that described by linguistic terms can be taken into account through fuzzy structure of the method. Considering this, a fuzzy DEMATEL-based solution approach for facility layout problem is proposed in this study. The proposed approach takes into account both qualitative and quantitative location factors. To address the need in practice, six important location factors are considered in this study. These are material flow, information flow, personnel flow, equipment flow, environmental condition, and supervision of personnel. This study differs from the previous works in that it applies fuzzy DEMATEL method to facility layout problem. To explore the viability of the proposed approach, a real world problem in a machinery industry firm is handled.
dc.description.sponsorshipUK Research and Innovation, UKRI, (27310)
dc.identifier.doi10.1007/s00170-014-5826-3
dc.identifier.eissn1433-3015
dc.identifier.endpage771
dc.identifier.issn0268-3768
dc.identifier.issue5-8
dc.identifier.scopus2-s2.0-84905080527
dc.identifier.startpage749
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/12217
dc.identifier.volume73
dc.identifier.wosWOS:000340420000017
dc.language.isoen
dc.publisherSpringer-Verlag London Ltd
dc.relation.ispartofInternational Journal of Advanced Manufacturing Technology
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectFacility layout
dc.subjectFuzzy DEMATEL
dc.subjectMachine allocation
dc.subject.classificationAutomation & Control Systems
dc.subject.classificationEngineering, Manufacturing
dc.subject.classificationEngineering
dc.subject.otherMachinery
dc.subject.otherCausal relationships
dc.subject.otherEnvironmental conditions
dc.subject.otherFacility layout
dc.subject.otherFacility layout problems
dc.subject.otherFuzzy decision-making
dc.subject.otherFuzzy dematel
dc.subject.otherMachine allocation
dc.subject.otherQuantitative factors
dc.subject.otherPlant layout
dc.titleA fuzzy DEMATEL-based solution approach for facility layout problem: A case study
dc.typeArticle
rdl.citation.openalex59
rdl.citation.scopus65
rdl.citation.wos46
rdl.oa.statusclosed
rdl.oa.statusgreen
rdl.oa.urlhttps://hdl.handle.net/20.500.12403/817
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)