Multi Response Optimisation of Cnc Turning Parameters Via Taguchi Method-Based Response Surface Analysis

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dc.contributor.authorAsiltürk, İlhan
dc.contributor.authorNeşeli, Süleyman
dc.date.accessioned2020-03-26T18:30:55Z
dc.date.available2020-03-26T18:30:55Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThis study presents a new method to determine multi-objective optimal cutting conditions and mathematic models for surface roughness (Ra and Rz) on a CNC turning. Firstly, cutting parameters namely, cutting speed, depth of cut, and feed rate are designed using the Taguchi method. The AISI 304 austenitic stainless workpiece is machined by a coated carbide insert under dry conditions. The influence of cutting speed, feed rate and depth of cut on the surface roughness is examined. Secondly, the model for the surface roughness, as a function of cutting parameters, is obtained using the response surface methodology (RSM). Finally, the adequacy of the developed mathematical model is proved by ANOVA. The results indicate that the feed rate is the dominant factor affecting surface roughness, which is minimized when the feed rate and depth of cut are set to the lowest level, while the cutting speed is set to the highest level. The percentages of error all fall within 1%, between the predicted values and the experimental values. This reveals that the prediction system established in this study produces satisfactory results, which are improved performance over other models in the literature. The enhanced method can be readily applied to different metal cutting processes with greater confidence. (C) 2011 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipSelcuk UniversitySelcuk University; TUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK)en_US
dc.description.sponsorshipThis study is supported by Scientific Research Projects Coordinators (BAP) of Selcuk University and TUBITAK. Their support is greatly appreciated.en_US
dc.identifier.citationAsiltürk, İ., Neşeli, S., (2012). Multi Response Optimisation of Cnc Turning Parameters Via Taguchi Method-Based Response Surface Analysis. Measurement, 45(4), 785-794. Doi:10.1016/j.measurement.2011.12.004
dc.identifier.doi10.1016/j.measurement.2011.12.004en_US
dc.identifier.endpage794en_US
dc.identifier.issn0263-2241en_US
dc.identifier.issn1873-412Xen_US
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage785en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.measurement.2011.12.004
dc.identifier.urihttps://hdl.handle.net/20.500.12395/28249
dc.identifier.volume45en_US
dc.identifier.wosWOS:000301877500017en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorAsiltürk, İlhan
dc.institutionauthorNeşeli, Süleyman
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofMeasurementen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectRSMen_US
dc.subjectTaguchien_US
dc.subjectSurface roughnessen_US
dc.subjectDOEen_US
dc.subjectMathematical modelen_US
dc.titleMulti Response Optimisation of Cnc Turning Parameters Via Taguchi Method-Based Response Surface Analysisen_US
dc.typeArticleen_US

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