DocumentCode
714482
Title
Modelling twin rotor system with artificial neural networks
Author
Deniz, Meryem ; Bidikli, Baris ; Bayrak, Alper ; Ozdemirel, Barbaros ; Tatlicioglu, Enver
Author_Institution
Elektron. ve Haberlesme Muhendisligi Bolumu, Izmir Yuksek Teknoloji Enstitusu, Izmir, Turkey
fYear
2015
fDate
16-19 May 2015
Firstpage
1162
Lastpage
1165
Abstract
In this study, the input output relation of the twin rotor system which was constructed in our laboratory is obtained by using ANNs. When compared with the existing literature, main advantage of this modelling approach is that multi input multi output ANN structure is used preferred. As a result of this approach, the cross coupling effects, between the rotors and also between the outputs, are taken into consideration. Thus, we sincerely believe that the obtained input output model demonstrates a close behavior to the real system.
Keywords
MIMO systems; aircraft control; neurocontrollers; rotors (mechanical); artificial neural network; cross coupling effect; multi input multi output ANN structure; twin rotor system; Artificial neural network; Modelling; Twin rotor system;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location
Malatya
Type
conf
DOI
10.1109/SIU.2015.7130042
Filename
7130042
Link To Document