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dc.contributor.authorAtan, Ebubekir
dc.contributor.authorÖzdemir, Serhan
dc.date.accessioned2016-07-28T11:49:21Z
dc.date.available2016-07-28T11:49:21Z
dc.date.issued2005-01
dc.identifier.citationAtan, E., and Özdemir, S. (2005). Intelligence modeling of the transient asperity temperatures in meshing spur gears. Mechanism and Machine Theory, 40(1), 119-127. doi:10.1016/j.mechmachtheory.2004.06.006en_US
dc.identifier.issn0094-114X
dc.identifier.urihttps://doi.org/10.1016/j.mechmachtheory.2004.06.006
dc.identifier.urihttp://hdl.handle.net/11147/2005
dc.description.abstractTemperature rise in the contact zone of meshing gears is a serious problem in gear design. The temperature rise on lubricated surfaces may result in the significant decrease on the material strength and lubricant viscosity which reduces the film thickness, causing solid to solid contact. The equations and the evaluations of the rise in temperature were given in [Proc. VDI Berichte 2 (1665) (2002) 615-626] and reiterated in this paper briefly. The data from [Proc. VDI Berichte 2 (1665) (2002) 615-626] are used to establish an artificial intelligence model where a multi layer feedforward neural network has been employed. The model accepts surface roughness, gear ratio, horsepower and the number of teeth as input variables, and outputs calculated pinion surface asperity temperatures. The aim of the present work is to provide a straightforward and simple way to compute the asperity temperature rise for a given set of variables, R-square value for the computed temperature values proves the method satisfactory.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.isversionof10.1016/j.mechmachtheory.2004.06.006en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectGenetic algorithmsen_US
dc.subjectSurface failure neural networksen_US
dc.subjectTransient temperature riseen_US
dc.subjectSpur gearsen_US
dc.titleIntelligence modeling of the transient asperity temperatures in meshing spur gearsen_US
dc.typearticleen_US
dc.contributor.authorIDTR12629en_US
dc.contributor.authorIDTR130950en_US
dc.contributor.iztechauthorAtan, Ebubekir
dc.contributor.iztechauthorÖzdemir, Serhan
dc.relation.journalMechanism and Machine Theoryen_US
dc.contributor.departmentIzmir Institute of Technology. Mechanical Engineeringen_US
dc.identifier.volume40en_US
dc.identifier.issue1en_US
dc.identifier.startpage119en_US
dc.identifier.endpage127en_US
dc.identifier.wosWOS:000226442400009
dc.identifier.scopusSCOPUS:2-s2.0-10644293219


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