Publication:
Robust parameter design and optimization for quality engineering

dc.contributor.authorYanıkoğlu, İhsan
dc.contributor.authorAlbey, Erinç
dc.contributor.authorOkçuoğlu, S.
dc.contributor.departmentIndustrial Engineering
dc.contributor.ozuauthorYANIKOĞLU, Ihsan
dc.contributor.ozuauthorALBEY, Erinç
dc.date.accessioned2023-07-21T11:39:36Z
dc.date.available2023-07-21T11:39:36Z
dc.date.issued2022-03
dc.description.abstractThis paper proposes a methodology to determine the optimal settings of key decision variables that affect the resilience of an engineering design against uncertainty. Uncertainty in quality engineering is often caused by environmental factors, and scarcity of data due to limitations in the experimentation phase amplifies the level of ambiguity. The proposed robust parameter design and optimization approach utilizes the Taguchi method to find critical variables to be used in the optimization, and it utilizes robust optimization to immunize the obtained solution against uncertainty. To demonstrate our approach, we focus on design optimization of an injection molding product, a refrigerator door cap, made from thermoplastic raw material and its key quality characteristic, warpage. The near-optimal designs found by the robust parameter design and optimization approach are implemented in a real-life manufacturing environment. The numerical experiments show that the new designs significantly improve the warpage quality characteristic and the total production cycle time compared to the current design used in the manufacturing company.en_US
dc.description.sponsorshipHome Appliances Department of the Vestel Electronics Company
dc.identifier.doi10.1007/s43069-022-00121-3en_US
dc.identifier.issn2662-2556en_US
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-85126192029
dc.identifier.urihttp://hdl.handle.net/10679/8526
dc.identifier.urihttps://doi.org/10.1007/s43069-022-00121-3
dc.identifier.volume3en_US
dc.language.isoengen_US
dc.peerreviewedyesen_US
dc.publicationstatusPublisheden_US
dc.publisherSpringeren_US
dc.relation.ispartofOperations Research Forum
dc.relation.publicationcategoryInternational Refereed Journal
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subject.keywordsInjection moldingen_US
dc.subject.keywordsRobust optimizationen_US
dc.subject.keywordsRobust parameter designen_US
dc.titleRobust parameter design and optimization for quality engineeringen_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isOrgUnitOfPublication5dd73c02-fd2d-43e0-9a23-71bab9ae0b6b
relation.isOrgUnitOfPublication.latestForDiscovery5dd73c02-fd2d-43e0-9a23-71bab9ae0b6b

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