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Adaptive neuro-fuzzy vibration control of a smart plate

Muradova Aliki, Tairidis Georgios, Stavroulakis Georgios

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URIhttp://purl.tuc.gr/dl/dias/F317B83D-71AB-4CEA-B0EF-1790CCA5408A-
Identifierhttp://www.aimsciences.org/journals/displayArticlesnew.jsp?paperID=14422-
Identifierhttps://doi.org/10.3934/naco.2017017-
Languageen-
Extent21 pagesen
TitleAdaptive neuro-fuzzy vibration control of a smart plateen
CreatorMuradova Alikien
CreatorMuradova Alikiel
CreatorTairidis Georgiosen
CreatorΤαϊριδης Γεωργιοςel
CreatorStavroulakis Georgiosen
CreatorΣταυρουλακης Γεωργιοςel
PublisherAmerican Institute of Mathematical Sciencesen
Content SummaryIn the present paper, the vibration supression of a smart plate with the use of ANFIS (Adaptive Neuro-Fuzzy Inference System) is investigated. The whole system consists of a nonlinear mechanical model, which is an extension of the von Kármán plate model with control. The structure is subjected to external disturbances and generalized control forces. Initial and boundary conditions are set up. The initial boundary value problem is spatially-discretized by a time spectral method. The obtained discretized mod-el is a system of nonlinear ordinary differential equations (ODEs) with respect to time. A neuro-fuzzy inference system is built and tested in order to create a nonlinear controller for the vibration supression of the plate. More specifically, a Sugeno-type fuzzy inference system is employed and trained through ANFIS. The inputs of the controller are the displacement and the velocity and the out-put is the control force. An effective optimization procedure is proposed and numerical results are presented. © 2017 Federacion Argentina de Cardiologia.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2018-03-29-
Date of Publication2017-
SubjectANFISen
SubjectNonlinear problemen
SubjectOptimization procedureen
SubjectTime spectral methoden
SubjectVibration controlen
SubjectVon Kármán plateen
Bibliographic CitationA. D. Muradova, G. K. Tairidis and G. E. Stavroulakis, "Adaptive neuro-fuzzy vibration control of a smart plate," Numer. Algebra Contr. Optim., vol. 7, no. 3, pp. 251-271, Sept. 2017. doi: 10.3934/naco.2017017en

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