Multivariate empirical modeling of interaction effects of machining variables on surface roughness in dry hard turning of AISI 4140 steel with coated CBN insert using Taguchi design

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dc.authorid0000-0003-1099-4363en_US
dc.authorid0000-0002-7394-1499
dc.contributor.authorÇakan, Ahmet
dc.contributor.authorEvrendilek, Fatih
dc.date.accessioned2021-06-23T19:49:06Z
dc.date.available2021-06-23T19:49:06Z
dc.date.issued2017
dc.departmentBAİBÜ, Mühendislik Fakültesi, Çevre Mühendisliği Bölümüen_US
dc.description.abstractThe most important measures of surface quality during the machining process are changes in the average surface roughness and maximum peak-to-valley height caused by such machining variables as cutting speed and feed rate. This study quantifies the interaction effects of the machining variables on surface roughness in dry hard turning process of AISI 4140 steel with CBN7015 inserts. The Taguchi experimental design, (multivariate) analysis of variance, and multiple (non-) linear regression models were combined in the quantification and modeling of interaction effects on surface roughness in dry hard turning process. There existed a significant interaction effect between cutting speed and feed rate in determining the behavior of the response variables.en_US
dc.identifier.doi10.5755/j01.mech.23.5.16223
dc.identifier.endpage761en_US
dc.identifier.issn1392-1207
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-85032445366en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage756en_US
dc.identifier.urihttps://doi.org/10.5755/j01.mech.23.5.16223
dc.identifier.urihttps://hdl.handle.net/20.500.12491/9370
dc.identifier.volume23en_US
dc.identifier.wosWOS:000415017200019en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorEvrendilek, Fatih
dc.language.isoenen_US
dc.publisherKaunas Univ Technolen_US
dc.relation.ispartofMechanikaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMultivariate Analysesen_US
dc.subjectSurface Qualityen_US
dc.subjectData-Driven Modelingen_US
dc.subjectDry Hard Turningen_US
dc.subjectTaguchi Designen_US
dc.titleMultivariate empirical modeling of interaction effects of machining variables on surface roughness in dry hard turning of AISI 4140 steel with coated CBN insert using Taguchi designen_US
dc.typeArticleen_US

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