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.authorid0000-0003-1753-7712en_US
dc.authorid0000-0003-2776-1195en_US
dc.contributor.authorÇelik, Yahya Hışman
dc.contributor.authorKılıçkap, Erol
dc.contributor.authorYardımeden, Ahmet
dc.date.accessioned2019-06-27T05:48:14Z
dc.date.available2019-06-27T05:48:14Z
dc.date.issued2014-06-01en_US
dc.departmentBatman Üniversitesi Mühendislik - Mimarlık Fakültesi Makine Mühendisliği Bölümüen_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.citationÇelik, Y. H., Kılıçkap, E., Yardımeden, A. (2014). Estimate of cutting forces and surface roughness in end milling of glass fiber reinforced plastic composites using fuzzy logic system. Science and Engineering of Composite Materials, 21(3), pp. 435-443. https://doi.org/10.1515/secm-2013-0129en_US
dc.identifier.endpage443en_US
dc.identifier.issn0334-181X
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage435en_US
dc.identifier.urihttps://doi.org/10.1515/secm-2013-0129
dc.identifier.urihttps://hdl.handle.net/20.500.12402/2142
dc.identifier.volume21en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWalter de Gruyteren_US
dc.relation.isversionof10.1515/secm-2013-0129en_US
dc.relation.journalScience and Engineering of Composite Materialsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/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.typeArticleen_US

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