Force analysis of bearings on a modified mechanism using proposed recurrent hybrid neural networks

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dc.contributor.authorYildirim, Sahin
dc.contributor.authorEski, Ikbal
dc.contributor.authorKalkat, Menderes
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2008
dc.departmentNiğde ÖHÜ
dc.description.abstractDue to different load conditions on four-bar mechanisms, it is necessary to analyze force distribution on the bearing systems of mechanisms. A proposed neural network was developed and designed to analyze force distribution on the bearings of a four bar mechanism. The proposed neural network has three layers: input layer, output layer and hidden layer. The hidden layer consists of a recurrent structure to keep dynamic memory for later use. The mechanism is an extended version of a four-bar mechanism. Two elements, spring and viscous, are employed to overcome big force problem on the bearings of the mechanism. The results of the proposed neural network give superior performance for analyzing the forces on the bearings of the four-bar mechanism undergoing big forces and high repetitive motion tracking. This continuation of simulation analysis of bearings should be a benefit to bearing designers and researchers of such mechanisms.
dc.identifier.doi10.1007/s12206-008-0415-8
dc.identifier.endpage1329
dc.identifier.issn1738-494X
dc.identifier.issue7
dc.identifier.scopus2-s2.0-53349174151
dc.identifier.scopusqualityQ2
dc.identifier.startpage1323
dc.identifier.urihttps://dx.doi.org/10.1007/s12206-008-0415-8
dc.identifier.urihttps://hdl.handle.net/11480/5232
dc.identifier.volume22
dc.identifier.wosWOS:000257675600010
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherKOREAN SOC MECHANICAL ENGINEERS
dc.relation.ispartofJOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectball bearing
dc.subjectneural network
dc.subjectfour-bar mechanism
dc.subjectball bearing forces
dc.titleForce analysis of bearings on a modified mechanism using proposed recurrent hybrid neural networks
dc.typeArticle

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