Title :
Modeling and Simulation of IM Drive Performance Using PI, ANN and FLC
Author :
Nikhitha, D. ; Sekhar, J. N. Chandra
Author_Institution :
Dept. of EEE, SVU Coll. of Eng., Tirupati, India
Abstract :
In this paper an implementation of unified intelligent controller methods for voltage controlled PWM driven three phase Induction Motor drive system has been developed and analyzed in detail. The Induction motor drive system involve dynamic d-q model in synchronously rotating frame. The performance of proportional controller (PI), Fuzzy and Artificial Neural Networks (ANN) has been investigated through MATLAB/Simulink environment. Finally the results are compared and validate that ANN is predictable, greater and give better responses than Fuzzy and PI controllers.
Keywords :
PI control; fuzzy control; induction motor drives; neurocontrollers; pulse width modulation; voltage control; ANN; FLC; IM drive performance; Matlab; PI; PWM; Simulink; artificial neural networks; fuzzy logic control; induction motor drive system; proportional controller; synchronous rotating frame; unified intelligent controller method; voltage control; Algorithm design and analysis; Artificial neural networks; Fuzzy logic; Induction motor drives; Mathematical model;
Conference_Titel :
IT Convergence and Security (ICITCS), 2013 International Conference on
Conference_Location :
Macao
DOI :
10.1109/ICITCS.2013.6717858
