Selection of Optimum Drilling Parameters on Burr Height Using Response Surface Methodology and Genetic Algorithm in Drilling of AISI 304 Stainless Steel

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dc.contributor.authorKilickap, Erol
dc.contributor.authorHuseyinoglu, Mesut
dc.date.accessioned2024-04-24T16:24:52Z
dc.date.available2024-04-24T16:24:52Z
dc.date.issued2010
dc.departmentDicle Üniversitesien_US
dc.description.abstractThis article illustrates an application of response surface methodology (RSM) and genetic algorithm (GA) for selecting the optimum combination values of drilling parameters affecting the burr height in drilling of AISI 304 stainless steel. The purpose of this article is to investigate the influence of the cutting parameters, such as cutting speed and feed rate, and point angle on burr height produced when drilling AISI 304 stainless steel. The experiments were conducted based on the Box-Behnken design. The measured results were collected and analyzed with the aid of a commercial software package Design Expert 6 and Matlab. A mathematical prediction model was developed using RSM) for the burr height. The effects of drilling parameters on the burr height were evaluated using RSM and optimum drilling conditions for minimizing the burr height were determined using GA. The GA optimization results have revealed that the minimum burr height was obtained at lower cutting speed and feed rates while at higher point angle.en_US
dc.identifier.doi10.1080/10426911003720854
dc.identifier.endpage1076en_US
dc.identifier.issn1042-6914
dc.identifier.issue10en_US
dc.identifier.scopus2-s2.0-78650509175
dc.identifier.scopusqualityQ1
dc.identifier.startpage1068en_US
dc.identifier.urihttps://doi.org/10.1080/10426911003720854
dc.identifier.urihttps://hdl.handle.net/11468/16884
dc.identifier.volume25en_US
dc.identifier.wosWOS:000285337300005
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherTaylor & Francis Incen_US
dc.relation.ispartofMaterials and Manufacturing Processes
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBox-Behnken Designen_US
dc.subjectBurr Heighten_US
dc.subjectDrillingen_US
dc.subjectGenetic Algorithmen_US
dc.subjectResponse Surface Methodologyen_US
dc.titleSelection of Optimum Drilling Parameters on Burr Height Using Response Surface Methodology and Genetic Algorithm in Drilling of AISI 304 Stainless Steelen_US
dc.titleSelection of Optimum Drilling Parameters on Burr Height Using Response Surface Methodology and Genetic Algorithm in Drilling of AISI 304 Stainless Steel
dc.typeArticleen_US

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