Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry
Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case s...
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Veröffentlicht in: | Journal of safety research 2019-06, Vol.69, p.135-153 |
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creator | Gul, Muhammet Ak, M. Fatih Guneri, Ali Fuat |
description | Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case study is carried out in an underground copper and zinc mine. Results: Results of the study demonstrate that hazards can be categorized into different risk levels via compromised solutions of the fuzzy approach. Conclusion: The study provides a theoretical contribution by suggesting a Pythagorean fuzzy numbers-based VlseKriterijumska Optimizacija I Kompromisno Resenje (PFVIKOR) approach. Moreover, it contributes to improving overall safety levels of underground mining by considering and advising on the potential hazards of risk management. Practical applications: The proposed approach will improve the existing safety risk assessment mechanism in underground copper and zinc mining.
[Display omitted]
•We propose a risk assessment approach in Pythagorean fuzzy environment.•L-matrix and VIKOR methods are used in the proposed approach.•A case study is carried out for mining hazards and risk.•A sensitivity and comparison analysis is provided for validation.•A risk evaluation including suggested preventive action plans are given. |
doi_str_mv | 10.1016/j.jsr.2019.03.005 |
format | Article |
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[Display omitted]
•We propose a risk assessment approach in Pythagorean fuzzy environment.•L-matrix and VIKOR methods are used in the proposed approach.•A case study is carried out for mining hazards and risk.•A sensitivity and comparison analysis is provided for validation.•A risk evaluation including suggested preventive action plans are given.</description><identifier>ISSN: 0022-4375</identifier><identifier>EISSN: 1879-1247</identifier><identifier>DOI: 10.1016/j.jsr.2019.03.005</identifier><identifier>PMID: 31235225</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Accidents, Occupational - prevention & control ; Copper ; Fuzzy Logic ; Fuzzy sets ; Hazard assessment ; Humans ; Industrial safety ; Mining ; Mining accidents & safety ; Occupational hazards ; Occupational Injuries - prevention & control ; Pythagorean fuzzy sets ; Risk assessment ; Risk Assessment - methods ; Risk levels ; Risk Management ; Safety ; Studies ; Underground copper and zinc mine ; Underground mines ; Underground mining ; VIKOR ; Zinc</subject><ispartof>Journal of safety research, 2019-06, Vol.69, p.135-153</ispartof><rights>2019 Elsevier Ltd and National Safety Council</rights><rights>Copyright © 2019 Elsevier Ltd and National Safety Council. All rights reserved.</rights><rights>Copyright Pergamon Press Inc. Jun 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c409t-72a669bd1470065be3f046fdff923ac1018a47288e795151c4fbde3ad4544c4b3</citedby><cites>FETCH-LOGICAL-c409t-72a669bd1470065be3f046fdff923ac1018a47288e795151c4fbde3ad4544c4b3</cites><orcidid>0000-0003-2525-7278</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jsr.2019.03.005$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31235225$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gul, Muhammet</creatorcontrib><creatorcontrib>Ak, M. Fatih</creatorcontrib><creatorcontrib>Guneri, Ali Fuat</creatorcontrib><title>Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry</title><title>Journal of safety research</title><addtitle>J Safety Res</addtitle><description>Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case study is carried out in an underground copper and zinc mine. Results: Results of the study demonstrate that hazards can be categorized into different risk levels via compromised solutions of the fuzzy approach. Conclusion: The study provides a theoretical contribution by suggesting a Pythagorean fuzzy numbers-based VlseKriterijumska Optimizacija I Kompromisno Resenje (PFVIKOR) approach. Moreover, it contributes to improving overall safety levels of underground mining by considering and advising on the potential hazards of risk management. Practical applications: The proposed approach will improve the existing safety risk assessment mechanism in underground copper and zinc mining.
[Display omitted]
•We propose a risk assessment approach in Pythagorean fuzzy environment.•L-matrix and VIKOR methods are used in the proposed approach.•A case study is carried out for mining hazards and risk.•A sensitivity and comparison analysis is provided for validation.•A risk evaluation including suggested preventive action plans are given.</description><subject>Accidents, Occupational - prevention & control</subject><subject>Copper</subject><subject>Fuzzy Logic</subject><subject>Fuzzy sets</subject><subject>Hazard assessment</subject><subject>Humans</subject><subject>Industrial safety</subject><subject>Mining</subject><subject>Mining accidents & safety</subject><subject>Occupational hazards</subject><subject>Occupational Injuries - prevention & control</subject><subject>Pythagorean fuzzy sets</subject><subject>Risk assessment</subject><subject>Risk Assessment - methods</subject><subject>Risk levels</subject><subject>Risk Management</subject><subject>Safety</subject><subject>Studies</subject><subject>Underground copper and zinc mine</subject><subject>Underground mines</subject><subject>Underground mining</subject><subject>VIKOR</subject><subject>Zinc</subject><issn>0022-4375</issn><issn>1879-1247</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kEtv1TAQRi1URC-FH8CmstQNmwQ_81BXqOJRUamoAraWY49bpzfJxZMgpb8eX922CxasZnPmm28OIe84Kznj1Ye-7DGVgvG2ZLJkTL8gG97UbcGFqo_IhjEhCiVrfUxeI_aMsUpz_oocSy6kFkJvyM33db6zt1MCO9KwPDys9Nflt-uborMIntrdLk3W3dEwJYo2wLzSFPGeWkRAHGCcaRzpEEfI0y84p_UNeRnsFuHt4zwhPz9_-nHxtbi6_nJ58fGqcIq1c1ELW1Vt57mq9706kIGpKvgQWiGtyw82VtWiaaBuNdfcqdB5kNYrrZRTnTwh7w-5ueLvBXA2Q0QH260dYVrQCKGqllVK8Iye_YP205LG3C5TuslXRKMyxQ-USxNigmB2KQ42rYYzsxduepOFm71ww6TJwvPO6WPy0g3gnzeeDGfg_ABAVvEnQjLoIowOfEzgZuOn-J_4v1Vwj-c</recordid><startdate>20190601</startdate><enddate>20190601</enddate><creator>Gul, Muhammet</creator><creator>Ak, M. Fatih</creator><creator>Guneri, Ali Fuat</creator><general>Elsevier Ltd</general><general>Elsevier Science Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>C1K</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2525-7278</orcidid></search><sort><creationdate>20190601</creationdate><title>Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry</title><author>Gul, Muhammet ; Ak, M. Fatih ; Guneri, Ali Fuat</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c409t-72a669bd1470065be3f046fdff923ac1018a47288e795151c4fbde3ad4544c4b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Accidents, Occupational - prevention & control</topic><topic>Copper</topic><topic>Fuzzy Logic</topic><topic>Fuzzy sets</topic><topic>Hazard assessment</topic><topic>Humans</topic><topic>Industrial safety</topic><topic>Mining</topic><topic>Mining accidents & safety</topic><topic>Occupational hazards</topic><topic>Occupational Injuries - prevention & control</topic><topic>Pythagorean fuzzy sets</topic><topic>Risk assessment</topic><topic>Risk Assessment - methods</topic><topic>Risk levels</topic><topic>Risk Management</topic><topic>Safety</topic><topic>Studies</topic><topic>Underground copper and zinc mine</topic><topic>Underground mines</topic><topic>Underground mining</topic><topic>VIKOR</topic><topic>Zinc</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gul, Muhammet</creatorcontrib><creatorcontrib>Ak, M. Fatih</creatorcontrib><creatorcontrib>Guneri, Ali Fuat</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of safety research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gul, Muhammet</au><au>Ak, M. Fatih</au><au>Guneri, Ali Fuat</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry</atitle><jtitle>Journal of safety research</jtitle><addtitle>J Safety Res</addtitle><date>2019-06-01</date><risdate>2019</risdate><volume>69</volume><spage>135</spage><epage>153</epage><pages>135-153</pages><issn>0022-4375</issn><eissn>1879-1247</eissn><abstract>Introduction: Underground mining is considered one of the most hazardous industries and is often associated with serious work-related fatalities; this paper addresses job-related hazards and associated risks. Method: A risk assessment approach is proposed (Pythagorean fuzzy environment) and a case study is carried out in an underground copper and zinc mine. Results: Results of the study demonstrate that hazards can be categorized into different risk levels via compromised solutions of the fuzzy approach. Conclusion: The study provides a theoretical contribution by suggesting a Pythagorean fuzzy numbers-based VlseKriterijumska Optimizacija I Kompromisno Resenje (PFVIKOR) approach. Moreover, it contributes to improving overall safety levels of underground mining by considering and advising on the potential hazards of risk management. Practical applications: The proposed approach will improve the existing safety risk assessment mechanism in underground copper and zinc mining.
[Display omitted]
•We propose a risk assessment approach in Pythagorean fuzzy environment.•L-matrix and VIKOR methods are used in the proposed approach.•A case study is carried out for mining hazards and risk.•A sensitivity and comparison analysis is provided for validation.•A risk evaluation including suggested preventive action plans are given.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>31235225</pmid><doi>10.1016/j.jsr.2019.03.005</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0003-2525-7278</orcidid></addata></record> |
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subjects | Accidents, Occupational - prevention & control Copper Fuzzy Logic Fuzzy sets Hazard assessment Humans Industrial safety Mining Mining accidents & safety Occupational hazards Occupational Injuries - prevention & control Pythagorean fuzzy sets Risk assessment Risk Assessment - methods Risk levels Risk Management Safety Studies Underground copper and zinc mine Underground mines Underground mining VIKOR Zinc |
title | Pythagorean fuzzy VIKOR-based approach for safety risk assessment in mine industry |
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