Optimization of drilling parameters on surface roughness in drilling of AISI 1045 using response surface methodology and genetic algorithm

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dc.contributor.authorKilickap, Erol
dc.contributor.authorHuseyinoglu, Mesut
dc.contributor.authorYardimeden, Ahmet
dc.date.accessioned2024-04-24T15:59:47Z
dc.date.available2024-04-24T15:59:47Z
dc.date.issued2011
dc.departmentDicle Üniversitesien_US
dc.description.abstractModeling and optimization of cutting parameters are one of the most important elements in machining processes. The present study focused on the influence machining parameters on the surface roughness obtained in drilling of AISI 1045. The matrices of test conditions consisted of cutting speed, feed rate, and cutting environment. A mathematical prediction model of the surface roughness was developed using response surface methodology (RSM). The effects of drilling parameters on the surface roughness were evaluated and optimum machining conditions for minimizing the surface roughness were determined using RSM and genetic algorithm. As a result, the predicted and measured values were quite close, which indicates that the developed model can be effectively used to predict the surface roughness. The given model could be utilized to select the level of drilling parameters. A noticeable saving in machining time and product cost can be obtained by using this model.en_US
dc.identifier.doi10.1007/s00170-010-2710-7
dc.identifier.endpage88en_US
dc.identifier.issn0268-3768
dc.identifier.issue1-4en_US
dc.identifier.scopus2-s2.0-79751535484
dc.identifier.scopusqualityQ1
dc.identifier.startpage79en_US
dc.identifier.urihttps://doi.org/10.1007/s00170-010-2710-7
dc.identifier.urihttps://hdl.handle.net/11468/14254
dc.identifier.volume52en_US
dc.identifier.wosWOS:000286200400007
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherSpringer London Ltden_US
dc.relation.ispartofInternational Journal of Advanced Manufacturing Technology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectResponse Surface Methodologyen_US
dc.subjectGenetic Algorithmen_US
dc.subjectBox-Behnken Design Of Experimentsen_US
dc.subjectMinimum Quantity Lubricanten_US
dc.subjectDrillingen_US
dc.subjectSurface Roughnessen_US
dc.titleOptimization of drilling parameters on surface roughness in drilling of AISI 1045 using response surface methodology and genetic algorithmen_US
dc.titleOptimization of drilling parameters on surface roughness in drilling of AISI 1045 using response surface methodology and genetic algorithm
dc.typeArticleen_US

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