D-optimal experimental design for production models in nonstandard experiments

Basit Öğe Kaydı
dc.authoridOzdemir, Akin/0000-0002-1716-6694
dc.contributor.authorOzdemir, Akin
dc.date.accessioned2024-10-04T18:49:32Z
dc.date.available2024-10-04T18:49:32Z
dc.date.issued2020
dc.departmentBayburt Üniversitesien_US
dc.description.abstractRobust design is an effective Quality by Design method to reduce product variation by selecting levels of design factors. For a number of situations, a nonstandard design region with linearly limited resources is needed to conduct an experiment. In the literature, little attention has been given to the development of robust design models for the nonstandard design region with a combination of linearly limited resources and a limited number of design points. In this paper, a selection scheme of D-optimal experimental design points is proposed to generate design points using the modified exchange algorithm for the nonstandard design region while specifying linearly limited resources and the limited number of design points. The modified exchange algorithm is able to generate global design points with less time complexity than the improved Fedorov algorithm. In addition, robust design models linking a D-optimal experimental design with quality considerations are proposed in order to obtain optimum settings of design factors for the product. Comparative studies are also presented. Finally, a real-life experimental study shows that the proposed models with the desirability function and the sequential quadratic programming technique achieve greater variance reduction than the traditional counterparts.en_US
dc.identifier.doi10.1002/qre.2644
dc.identifier.endpage1552en_US
dc.identifier.issn0748-8017
dc.identifier.issn1099-1638
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-85087849265en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage1537en_US
dc.identifier.urihttps://doi.org/10.1002/qre.2644
dc.identifier.urihttp://hdl.handle.net/20.500.12403/3197
dc.identifier.volume36en_US
dc.identifier.wosWOS:000515226600001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofQuality and Reliability Engineering Internationalen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectD-optimal experimental designen_US
dc.subjectexchange algorithmen_US
dc.subjectproduct improvementen_US
dc.subjectQuality by Designen_US
dc.subjectrobust designen_US
dc.titleD-optimal experimental design for production models in nonstandard experimentsen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu