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
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;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7130042