Optimization of drilling parameters using Taguchi technique and response surface methodology (RSM) in drilling of AISI 304 steel with cryogenically treated HSS drills

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dc.contributor.authorÇiçek, Adem
dc.contributor.authorKıvak, Turgay
dc.contributor.authorEkici, Ergün
dc.date.accessioned2020-04-30T23:20:19Z
dc.date.available2020-04-30T23:20:19Z
dc.date.issued2015
dc.departmentDÜ, Teknoloji Fakültesi, Makine ve İmalat Mühendisliği Bölümüen_US
dc.descriptionWOS: 000351138700007en_US
dc.description.abstractIn this study, the effects of cryogenic treatment and drilling parameters on surface and hole quality were investigated in the drilling of AISI 304 stainless steel under dry drilling conditions. The control factors to provide better surface roughness (Ra) and roundness error (Re) were determined using the Taguchi method. RSM was also used to determine interactions among the control factors. In addition, analysis of variance was employed to determine the most significant control factors on the surface roughness and roundness error. Three drill categories (conventional heat treatment-CHT, cryogenic treatment-CT, cryo-tempering-CTT), cutting speeds, and feed rates were considered as control factors, and an full factorial design with a mixed orthogonal array was selected for experimental trials. As a result, it was found that the feed rate and cutting speed were the most significant factors on the surface roughness and roundness error with percentage contributions of 83.07 and 64.365 % respectively. The predictive quadratic models were derived by the RSM to obtain the optimal surface roughness and roundness error as a function of drilling parameters and heat treatments applied to the drills.en_US
dc.identifier.doi10.1007/s10845-013-0783-5en_US
dc.identifier.endpage305en_US
dc.identifier.issn0956-5515
dc.identifier.issn1572-8145
dc.identifier.issue2en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage295en_US
dc.identifier.urihttps://doi.org/10.1007/s10845-013-0783-5
dc.identifier.urihttps://hdl.handle.net/20.500.12684/3981
dc.identifier.volume26en_US
dc.identifier.wosWOS:000351138700007en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofJournal Of Intelligent Manufacturingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCryogenic treatmenten_US
dc.subjectSurface roughnessen_US
dc.subjectRoundness erroren_US
dc.subjectTaguchi methoden_US
dc.subjectRSMen_US
dc.titleOptimization of drilling parameters using Taguchi technique and response surface methodology (RSM) in drilling of AISI 304 steel with cryogenically treated HSS drillsen_US
dc.typeArticleen_US

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