Determining the optimum process parameter for grinding operations using robust process

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dc.contributor.authorNeseli, Suleyman
dc.contributor.authorAsilturk, Ilhan
dc.contributor.authorCelik, Levent
dc.date.accessioned2020-03-26T18:24:48Z
dc.date.available2020-03-26T18:24:48Z
dc.date.issued2012
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractWe applied combined response surface methodology (RSM) and Taguchi methodology (TM) to determine optimum parameters for minimum surface roughness (Ra) and vibration (Vb) in external cylindrical grinding. First, an experiment was conducted in a CNC cylindrical grinding machine. The TM using L (27) orthogonal array was applied to the design of the experiment. The three input parameters were workpiece revolution, feed rate and depth of cut; the outputs were vibrations and surface roughness. Second, to minimize wheel vibration and surface roughness, two optimized models were developed using computer-aided single-objective optimization. The experimental and statistical results revealed that the most significant grinding parameter for surface roughness and vibration is workpiece revolution followed by the depth of cut. The predicted values and measured values were fairly close, which indicates (R (Ra) (2) =94.99 and R (Vb) (2) =92.73) that the developed models can be effectively used to predict surface roughness and vibration in the grinding. The established model for determination of optimal operating conditions shows that a hybrid approach can lead to success of a robust process.en_US
dc.description.sponsorshipScientific Research Projects Coordinators (BAP) of Selcuk UniversitySelcuk University; TUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK)en_US
dc.description.sponsorshipThis study was supported by the Scientific Research Projects Coordinators (BAP) of Selcuk University and TUBITAK. This support is greatly appreciated.en_US
dc.identifier.doi10.1007/s12206-012-0851-3en_US
dc.identifier.endpage3595en_US
dc.identifier.issn1738-494Xen_US
dc.identifier.issn1976-3824en_US
dc.identifier.issue11en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage3587en_US
dc.identifier.urihttps://dx.doi.org/10.1007/s12206-012-0851-3
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27909
dc.identifier.volume26en_US
dc.identifier.wosWOS:000311674100023en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherKOREAN SOC MECHANICAL ENGINEERSen_US
dc.relation.ispartofJOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGYen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectCNC grindingen_US
dc.subjectRSMen_US
dc.subjectTaguchi designen_US
dc.subjectSurface roughnessen_US
dc.subjectVibration monitoringen_US
dc.titleDetermining the optimum process parameter for grinding operations using robust processen_US
dc.typeArticleen_US

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