Analysis and optimization of surface roughness in the ball burnishing process using response surface methodology and desirabilty function

dc.authorscopusid26656037500
dc.authorwosidSAĞBAŞ, Aysun/ABB-3085-2020
dc.contributor.authorSağbaş, Aysun
dc.date.accessioned2022-05-11T14:26:33Z
dc.date.available2022-05-11T14:26:33Z
dc.date.issued2011
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
dc.description.abstractIn the present study, an optimization strategy based on desirability function approach (DFA) together with response surface methodology (RSM) has been used to optimize ball burnishing process of 7178 aluminium alloy. A quadratic regression model was developed to predict surface roughness using RSM with rotatable central composite design (CCD). In the development of predictive models, burnishing force, number of passes, feed rate and burnishing speed were considered as model variables. The results indicated that burnishing force and number of passes were the significant factors on the surface roughness. The predicted surface roughness values and the subsequent verification experiments under the optimal conditions were confirmed the validity of the predicted model. The absolute average error between the experimental and predicted values at the optimal combination of parameter settings for surface roughness was calculated as 2.82%. (c) 2011 Elsevier Ltd. All rights reserved.
dc.identifier.doi10.1016/j.advengsoft.2011.05.021
dc.identifier.endpage998
dc.identifier.issn0965-9978
dc.identifier.issn1873-5339
dc.identifier.issue11en_US
dc.identifier.scopus2-s2.0-80051798928
dc.identifier.scopusqualityQ1
dc.identifier.startpage992
dc.identifier.urihttps://doi.org/10.1016/j.advengsoft.2011.05.021
dc.identifier.urihttps://hdl.handle.net/20.500.11776/6469
dc.identifier.volume42
dc.identifier.wosWOS:000295353000010
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorSağbaş, Aysun
dc.language.isoen
dc.publisherElsevier Sci Ltd
dc.relation.ispartofAdvances in Engineering Software
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBurnishing
dc.subjectSurface roughness
dc.subjectOptimization
dc.subjectResponse surface methodology
dc.subjectDesirability function approach
dc.subjectCentral composite design
dc.subjectParameters
dc.subjectHardness
dc.subjectFinish
dc.subjectSteel
dc.subjectForce
dc.subjectTool
dc.subjectAlloy
dc.titleAnalysis and optimization of surface roughness in the ball burnishing process using response surface methodology and desirabilty function
dc.typeArticle

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