Designing a Model for Optimizing Operation of Production Processes in Industry 4.0

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dc.authorscopusidReza Tavakkoli Moghaddam / 57207533714
dc.authorwosidReza Tavakkoli Moghaddam / P-1948-2015
dc.contributor.authorLajevardi M.
dc.contributor.authorNikbakht M.
dc.contributor.authorBoyer O.
dc.contributor.authorTavakkoli Moghaddam, Reza
dc.date.accessioned2025-04-18T10:40:52Z
dc.date.available2025-04-18T10:40:52Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümü
dc.description.abstractIndustry 4.0 represents a shift from centralized to decentralized production, involving cyber-physical systems. This transformation aims to reduce costs and wastes by implementing timely preventive measures. Our study proposes an optimized model for production processes in Industry 4.0's cellular manufacturing systems. We employ a combination of failure mode and effects analysis (FMEA), prospect theory (PT), and Shannon entropy for this purpose. The critical failure modes are identified through a comparison with reference points. Shannon entropy is used to determine the importance of each risk factor in the FMEA method. By calculating the utility value through the prospecting method, the critical failure modes are prioritized. Specifically, FM7 and FM14 are assigned the first and second priority, respectively. To validate our approach, we evaluate its effectiveness in a real world scenario an auto parts manufacturing factory. This proposed framework empowers managers to enhance risk analysis, control factors and the impact of failure modes, and elevate safety and reliability levels in production systems. ©2024 The author(s).
dc.identifier.citationLajevardia, M., Nikbakhtb, M., Boyerb, O., & Tavakkoli-Moghaddamc, R. Designing a Model to Optimize the Operations of the Production Processes in Industry 4.0.
dc.identifier.doi10.5829/ije.2024.37.10a.18
dc.identifier.endpage2090
dc.identifier.issn1728144X
dc.identifier.issue10
dc.identifier.scopus2-s2.0-85197212924
dc.identifier.scopusqualityQ2
dc.identifier.startpage2080
dc.identifier.urihttp://dx.doi.org/10.5829/ije.2024.37.10a.18
dc.identifier.urihttps://hdl.handle.net/20.500.12713/7164
dc.identifier.volume37
dc.indekslendigikaynakScopus
dc.institutionauthorTavakkoli Moghaddam, Reza
dc.institutionauthoridReza Tavakkoli Moghaddam / 0000-0002-6757-926X
dc.language.isoen
dc.publisherMaterials and Energy Research Center
dc.relation.ispartofInternational Journal of Engineering, Transactions B: Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectIndustry 4.0
dc.subjectOperation
dc.subjectOptimization
dc.subjectProduction Processes
dc.titleDesigning a Model for Optimizing Operation of Production Processes in Industry 4.0
dc.typeArticle

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