Estimate of cutting forces and surface roughness in end milling of glass fiber reinforced plastic composites using fuzzy logic system

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dc.contributor.authorCelik, Yahya Hisman
dc.contributor.authorKilickap, Erol
dc.contributor.authorYardimeden, Ahmet
dc.date.accessioned2024-04-24T17:18:01Z
dc.date.available2024-04-24T17:18:01Z
dc.date.issued2014
dc.departmentDicle Üniversitesien_US
dc.description.abstractMilling glass fiber reinforced plastic (GFRP) composite materials are problematic, owing to, e. g., nonhomogeneous and anisotropic properties and effects of plastic deformation. To reduce these problems, the effects of cutting speed, feed rate, and the number of flutes on surface roughness and of thrust forces occurring during the milling of GFRP composite materials were investigated by both experimental and fuzzy logic models. Experiments were performed at 30 m/min, 60 m/min, and 90 m/min cutting speeds, at 0.1 mm/rev, 0.15 mm/rev, and 0.2 mm/rev feed rates and 10 mm diameters in a cemented carbide end mill, which has two, three, and four flutes without cutting fluids. The values obtained from experiments were defined by a fuzzy logic model. A fuzzy logic model was employed to estimate the surface roughness and thrust forces for different cutting parameters. As a result of both the experimental study and the fuzzy logic model, while the minimum thrust force was obtained at low cutting speeds, and feed rates and a high number of flutes end mill, the best surface quality was obtained at low feed rates, high cutting speed, and number of flutes end mill.en_US
dc.identifier.doi10.1515/secm-2013-0129
dc.identifier.endpage443en_US
dc.identifier.issn0792-1233
dc.identifier.issn2191-0359
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-84945311910
dc.identifier.scopusqualityQ3
dc.identifier.startpage435en_US
dc.identifier.urihttps://doi.org/10.1515/secm-2013-0129
dc.identifier.urihttps://hdl.handle.net/11468/18544
dc.identifier.volume21en_US
dc.identifier.wosWOS:000337108100019
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherWalter De Gruyter Gmbhen_US
dc.relation.ispartofScience and Engineering of Composite Materials
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectCompositesen_US
dc.subjectCutting Forcesen_US
dc.subjectGfrpen_US
dc.subjectMillingen_US
dc.subjectSurface Roughnessen_US
dc.titleEstimate of cutting forces and surface roughness in end milling of glass fiber reinforced plastic composites using fuzzy logic systemen_US
dc.titleEstimate of cutting forces and surface roughness in end milling of glass fiber reinforced plastic composites using fuzzy logic system
dc.typeArticleen_US

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