A fuzzy multi criteria risk assessment based on decision matrix technique: A case study for aluminum industry

MakaleYalnız künyeScopus SJRQ1

Özet

Decision matrix risk-assessment (DMRA) technique is a systematic approach widely used in the Occupational Health and Safety (OHS) risk assessment. In a typical matrix method approach, a measure of risk value is obtained by evaluating two risk factors as the likelihood of a hazard and the severity of the hazard when it arises. In this paper, a fuzzy approach enabling experts to use linguistic variables for evaluating two factors which are the parameters of matrix method is proposed to deal with shortcomings of a crisp risk score calculation and to decrease the inconsistency in decision making. The parameters likelihood and severity related to the hazards in an aluminum plate manufacturing plant are weighted by using Fuzzy Analytic Hierarchy Process (FAHP), then the orders of priority of 23 various hazard groups are determined by using Fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) method. As a follow-up study of the case application, the proposed risk assessment methodology is applied for hazard types in each department of the plant. Depending on the hazard control hierarchy, control measures are overtaken for the hazards that are placed at first of intra-department rankings. (C) 2015 Elsevier Ltd. All rights reserved.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/munzur/4105Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1016/j.jlp.2015.11.023Yayıncı resmi DOI adresi
İndeks kayıtları
Kaydın indeks veri tabanlarındaki sayfası (aktarımda alınan kayıt numarasıyla). Erişim, indeksin kendi koşullarına bağlıdır.
Atıflar
WoS
145
OpenAlex
175
Her kaynağın kendi saydığı toplam atıf; aktarım ve zenginleştirme sırasında alındı.
Tam Kayıt
AlanDeğerDil
dc.contributor.authorGul, Muhammet
dc.contributor.authorGuneri, Ali Fuat
dc.date.accessioned2026-10-28T14:58:53.788917267Z
dc.date.available2026-10-28T14:58:53.788917267Z
dc.date.issued2016-03
dc.description.abstractDecision matrix risk-assessment (DMRA) technique is a systematic approach widely used in the Occupational Health and Safety (OHS) risk assessment. In a typical matrix method approach, a measure of risk value is obtained by evaluating two risk factors as the likelihood of a hazard and the severity of the hazard when it arises. In this paper, a fuzzy approach enabling experts to use linguistic variables for evaluating two factors which are the parameters of matrix method is proposed to deal with shortcomings of a crisp risk score calculation and to decrease the inconsistency in decision making. The parameters likelihood and severity related to the hazards in an aluminum plate manufacturing plant are weighted by using Fuzzy Analytic Hierarchy Process (FAHP), then the orders of priority of 23 various hazard groups are determined by using Fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) method. As a follow-up study of the case application, the proposed risk assessment methodology is applied for hazard types in each department of the plant. Depending on the hazard control hierarchy, control measures are overtaken for the hazards that are placed at first of intra-department rankings. (C) 2015 Elsevier Ltd. All rights reserved.
dc.identifier.doi10.1016/j.jlp.2015.11.023
dc.identifier.eissn1873-3352
dc.identifier.endpage100
dc.identifier.issn0950-4230
dc.identifier.startpage89
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/4105
dc.identifier.volume40
dc.identifier.wosWOS:000373420600010
dc.language.isoen
dc.publisherELSEVIER SCI LTD
dc.relation.ispartofJOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectOHS risk assessment
dc.subjectDMRA technique
dc.subjectFuzzy AHP
dc.subjectFuzzy TOPSIS
dc.subjectAluminum industry
dc.subject.classificationEngineering, Chemical
dc.subject.classificationEngineering
dc.subject.otherMETHODOLOGIES
dc.subject.otherMANAGEMENT
dc.subject.otherFRAMEWORK
dc.subject.otherHEALTH
dc.subject.otherTOPSIS
dc.titleA fuzzy multi criteria risk assessment based on decision matrix technique: A case study for aluminum industry
dc.typeArticle
rdl.citation.openalex175
rdl.citation.wos145
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)