Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/F317B83D-71AB-4CEA-B0EF-1790CCA5408A | - |
| Αναγνωριστικό | http://www.aimsciences.org/journals/displayArticlesnew.jsp?paperID=14422 | - |
| Αναγνωριστικό | https://doi.org/10.3934/naco.2017017 | - |
| Γλώσσα | en | - |
| Μέγεθος | 21 pages | en |
| Τίτλος | Adaptive neuro-fuzzy vibration control of a smart plate | en |
| Δημιουργός | Muradova Aliki | en |
| Δημιουργός | Muradova Aliki | el |
| Δημιουργός | Tairidis Georgios | en |
| Δημιουργός | Ταϊριδης Γεωργιος | el |
| Δημιουργός | Stavroulakis Georgios | en |
| Δημιουργός | Σταυρουλακης Γεωργιος | el |
| Εκδότης | American Institute of Mathematical Sciences | en |
| Περίληψη | In 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 |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2018-03-29 | - |
| Ημερομηνία Δημοσίευσης | 2017 | - |
| Θεματική Κατηγορία | ANFIS | en |
| Θεματική Κατηγορία | Nonlinear problem | en |
| Θεματική Κατηγορία | Optimization procedure | en |
| Θεματική Κατηγορία | Time spectral method | en |
| Θεματική Κατηγορία | Vibration control | en |
| Θεματική Κατηγορία | Von Kármán plate | en |
| Βιβλιογραφική Αναφορά | A. 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.2017017 | en |
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