A novel approach to finding optimum operating conditions of design factors for the grinding experiment

dc.authoridtekin, ilker/0000-0001-7400-4790
dc.authoridOzdemir, Akin/0000-0002-1716-6694
dc.contributor.authorUcurum, Metin
dc.contributor.authorOzdemir, Akin
dc.contributor.authorTeke, Cagatay
dc.contributor.authorTekin, Ilker
dc.date.accessioned2024-10-04T18:48:08Z
dc.date.available2024-10-04T18:48:08Z
dc.date.issued2021
dc.departmentBayburt Üniversitesien_US
dc.description.abstractThe efficiency of grinding experiments is an important issue for many industries. In this paper, a central composite design-based methodology was proposed to investigate the four design factors that affect the particle sizes. The four design factors were specified as mill speed (% of N-c ), ball filling ratio (f(c) ), powder filling ratio (j(b) ) and grinding time (min). Another important issue was how to obtain an optimum operating condition for four design factors. For this particular purpose, a novel dual response optimization model was proposed using the particle sizes (d (10), d (50), and d (90)) and the span value concept. This proposed approach was compared to the desirability function-based optimization concept. The verification study of the experiment was also carried out. The results of the grinding experiment runs showed that the optimum operating conditions were mill speed 73.495% of N-c , ball filling ratio 0.354, powder filling ratio 0.157, and grinding time 70 min. In addition, d (10), d (50), and d (90) were found 3.31 mu m, 12 mu m, and 45.6 mu m, respectively. The span value was also found at 3.52.en_US
dc.identifier.doi10.1080/02726351.2019.1683663
dc.identifier.endpage212en_US
dc.identifier.issn0272-6351
dc.identifier.issn1548-0046
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85074833504en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage204en_US
dc.identifier.urihttps://doi.org/10.1080/02726351.2019.1683663
dc.identifier.urihttp://hdl.handle.net/20.500.12403/2918
dc.identifier.volume39en_US
dc.identifier.wosWOS:000612793800007en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofParticulate Science and Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectGrinding experimenten_US
dc.subjectcentral composite designen_US
dc.subjectparticle sizeen_US
dc.subjectspan valueen_US
dc.subjectoptimizationen_US
dc.titleA novel approach to finding optimum operating conditions of design factors for the grinding experimenten_US
dc.typeArticleen_US

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