AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK

.

There are difficulties in control of induction motors which are widely used in industrial applications due to their nonlinear complicated structures. Nowadays the use of advanced control methods along with technological progress has made it possible to achieve high performance in the control of these motors. Thanks to its nonlinear and adaptive structure, artificial neural network based control algorithms will be a suitable and efficient method for control of induction motors. In this study, the speed control of three-phase squirrel cage induction motor was implemented using the dsPIC30F6010A microcontroller. In order to improve the performance of the drive system, a speed control algorithm has been developed using a radial basis function artificial neural network based model reference adaptive control method. The success of the proposed control algorithm has been experimentally tested by operating the induction motor under different speed and load conditions

Kaynak Göster

Bibtex @ { ejt376672, journal = {European Journal of Technique (EJT)}, issn = {2536-5010}, eissn = {2536-5134}, address = {INESEG Yayıncılık Dicle Üniversitesi Teknokent, Sur/Diyarbakır}, publisher = {Hibetullah KILIÇ}, year = {2017}, volume = {7}, pages = {69 - 77}, doi = {}, title = {AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK}, key = {cite}, author = {Kılıç, Erdal and Şıt, Sami and Özçalık, Hasan Rıza and Ganı, Ahmet} }
APA Kılıç, E , Şıt, S , Özçalık, H , Ganı, A . (2017). AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK . European Journal of Technique (EJT) , 7 (1) , 69-77 . Retrieved from https://dergipark.org.tr/tr/pub/ejt/issue/34033/376672
MLA Kılıç, E , Şıt, S , Özçalık, H , Ganı, A . "AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK" . European Journal of Technique (EJT) 7 (2017 ): 69-77 <https://dergipark.org.tr/tr/pub/ejt/issue/34033/376672>
Chicago Kılıç, E , Şıt, S , Özçalık, H , Ganı, A . "AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK". European Journal of Technique (EJT) 7 (2017 ): 69-77
RIS TY - JOUR T1 - AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK AU - Erdal Kılıç , Sami Şıt , Hasan Rıza Özçalık , Ahmet Ganı Y1 - 2017 PY - 2017 N1 - DO - T2 - European Journal of Technique (EJT) JF - Journal JO - JOR SP - 69 EP - 77 VL - 7 IS - 1 SN - 2536-5010-2536-5134 M3 - UR - Y2 - 2021 ER -
EndNote %0 European Journal of Technique AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK %A Erdal Kılıç , Sami Şıt , Hasan Rıza Özçalık , Ahmet Ganı %T AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK %D 2017 %J European Journal of Technique (EJT) %P 2536-5010-2536-5134 %V 7 %N 1 %R %U
ISNAD Kılıç, Erdal , Şıt, Sami , Özçalık, Hasan Rıza , Ganı, Ahmet . "AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK". European Journal of Technique (EJT) 7 / 1 (Nisan 2017): 69-77 .
AMA Kılıç E , Şıt S , Özçalık H , Ganı A . AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK. EJT. 2017; 7(1): 69-77.
Vancouver Kılıç E , Şıt S , Özçalık H , Ganı A . AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK. European Journal of Technique (EJT). 2017; 7(1): 69-77.
IEEE E. Kılıç , S. Şıt , H. Özçalık ve A. Ganı , "AN EFFICIENT ADAPTIVE CONTROLLER DESIGN FOR THREE PHASE INDUCTION MOTORS BASED ON RBF NEURAL NETWORK", European Journal of Technique (EJT), c. 7, sayı. 1, ss. 69-77, Nis. 2017