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Neuro-fuzzy control for the reduction of the vibrations on smart irrigation systems

Tairidis Georgios, Koutsianitis Panagiotis, Muradova Aliki, Stavroulakis Georgios

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/BA2920D0-D528-4462-AF1E-49D05FE3BC76-
Αναγνωριστικόhttp://ceur-ws.org/Vol-2030/HAICTA_2017_paper66.pdf-
Γλώσσαen-
Μέγεθος8 pagesen
ΤίτλοςNeuro-fuzzy control for the reduction of the vibrations on smart irrigation systemsen
ΔημιουργόςTairidis Georgiosen
ΔημιουργόςΤαϊριδης Γεωργιοςel
ΔημιουργόςKoutsianitis Panagiotisen
ΔημιουργόςΚουτσιανιτης Παναγιωτηςel
ΔημιουργόςMuradova Alikien
ΔημιουργόςMuradova Alikiel
ΔημιουργόςStavroulakis Georgiosen
ΔημιουργόςΣταυρουλακης Γεωργιοςel
ΕκδότηςCEUR Workshop Proceedingsen
ΠερίληψηCenter-pivot irrigation systems are highly efficient in terms of the quality of the watering process and/or the water consumption. However, several serious problems can occur during the use of such systems, principally due to the vibrations which are caused either by the wind excitation and/or other, mainly steep, external loadings, which in turn can be caused by failures of the roads or fields, such as potholes, cavities etc. For the suppression of these vibrations, fuzzy and adaptive neuro-fuzzy control can be used. The application of the control mechanisms can be done on simplified models, such as beams or trusses. In the present investigation, a Sugeno-type hybrid neuro-fuzzy controller is implemented and tested on a smart beam model using SIMULINK, under a triangular loading similar to the one, which can be caused by a pothole. The numerical results indicate that the control is not only efficient, but smooth as well. en
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2018-06-04-
Ημερομηνία Δημοσίευσης2017-
Θεματική ΚατηγορίαANFISen
Θεματική ΚατηγορίαAdaptive Neural Fuzzy Inferenceen
Θεματική ΚατηγορίαFuzzy controlen
Θεματική ΚατηγορίαIrrigation systemsen
Θεματική ΚατηγορίαNeural controlen
Θεματική ΚατηγορίαSmart structuresen
Θεματική ΚατηγορίαStructural controlen
Βιβλιογραφική ΑναφοράG. K. Tairidis, P. Koutsianitis, A. Muradova and G. E. Stavroulakis (2017, Sep.), "Neuro-fuzzy control for the reduction of the vibrations on smart irrigation systems," presented at 8th International Conference on Information and Communication Technologies in Agriculture, Food and Environment. [Online]. Available: http://ceur-ws.org/Vol-2030/ en

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