Risk assessment in cheese production process using failure mode and effects analysis and intuitionistic fuzzy topsis

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Özet

The aim of this study is to evaluate the cheese production process, which plays a significant role in the milk and dairy industry, in terms of physical, chemical, and microbiological risks using the integrated Failure Mode and Effects Analysis (FMEA) and Intuitionistic Fuzzy TOPSIS (IF-TOPSIS) methods. Although the classical FMEA method is a widely used analytical technique that helps identify and reduce potential risks in processes, it has some drawbacks: such as the possibility that different failure modes may have the same risk priority values (RPN) and risk factor weights. To address this shortcoming, the intuitionistic fuzzy set theory was used to determine the RPN values. This study aimed to identify failures that may occur at critical steps in the production chain, their possible causes, their impact on product quality, and the priority of preventive actions. The study demonstrates that the intuitionistic fuzzy multi-criteria decision-making (MCDM) approach is an effective tool for food safety and quality management in the dairy products industry.

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https://rdlopen.rawdatalibrary.net/r/munzur/6010Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.46460/ijiea.1825525Yayıncı resmi DOI adresi
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dc.contributor.authorÜnlükal, Ceren
dc.contributor.authorŞenel, Mine
dc.contributor.authorŞenel, Bilgin
dc.contributor.authorAvarbek, Kenan
dc.date.accessioned2026-10-28T15:11:11.114884284Z
dc.date.available2026-10-28T15:11:11.114884284Z
dc.date.issued2025
dc.description.abstractThe aim of this study is to evaluate the cheese production process, which plays a significant role in the milk and dairy industry, in terms of physical, chemical, and microbiological risks using the integrated Failure Mode and Effects Analysis (FMEA) and Intuitionistic Fuzzy TOPSIS (IF-TOPSIS) methods. Although the classical FMEA method is a widely used analytical technique that helps identify and reduce potential risks in processes, it has some drawbacks: such as the possibility that different failure modes may have the same risk priority values (RPN) and risk factor weights. To address this shortcoming, the intuitionistic fuzzy set theory was used to determine the RPN values. This study aimed to identify failures that may occur at critical steps in the production chain, their possible causes, their impact on product quality, and the priority of preventive actions. The study demonstrates that the intuitionistic fuzzy multi-criteria decision-making (MCDM) approach is an effective tool for food safety and quality management in the dairy products industry.
dc.identifier.doi10.46460/ijiea.1825525
dc.identifier.eissn2587-1943
dc.identifier.endpage232
dc.identifier.issue2
dc.identifier.startpage223
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/munzur/6010
dc.identifier.volume9
dc.language.isoen
dc.relation.ispartofInternational Journal of Innovative Engineering Applications
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectGıda Bilimi ve Teknolojisi
dc.subjectİstatistik ve Olasılık
dc.titleRisk assessment in cheese production process using failure mode and effects analysis and intuitionistic fuzzy topsis
dc.typeArticle
rdl.citation.trdizin0
rdl.source.indexTRDIZIN