Title :
Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
Author :
Magzoub, Muawia A. ; Saad, Nordin B. ; Ibrahim, Rosdiazli B. ; Maharun, M. ; Zulkifli, Saiful A.
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
Abstract :
This paper represents a method for the designing and developing of a hybrid fuzzy-fuzzy control (HFFC) scheme to gain control over the speed of an induction motor (IM). The fuzzy frequency control and fuzzy current amplitude control are studied in a closed-loop current amplitude input model for an induction motor. A combination of both controllers forms the hybrid controller. The principle of HFFC is to control the rotor speed during acceleration-deceleration stage using fuzzy frequency controller and during steady-state stage using fuzzy stator current magnitude controller to overcome the drawback of field oriented control (FOC) method. The two features (frequency and current) of FOC are employed to design a scalar controller. The software, MATLAB/Simulink is used for the simulation to determine the performance of the controller. A series of tests has been conducted to study the performance of the controller and the results shown that the controller is more reliable and insensitivity to the parameters of the motor changes as compared to the classical indirect field-oriented control (IFOC).
Keywords :
frequency control; fuzzy control; induction motor drives; machine vector control; pulse width modulation; rotors; velocity control; FOC method; HFFC scheme; IFOC; MATLAB/Simulink; PWM-driven induction motor drive; acceleration-deceleration stage; closed-loop current amplitude; field oriented control method; fuzzy current amplitude control; fuzzy frequency control; fuzzy stator current magnitude controller; hybrid fuzzy-fuzzy controller; indirect field-oriented control; rotor speed control; scalar controller; Acceleration; Frequency control; Induction motors; Mathematical model; Rotors; Stators; Steady-state; Fuzzy Frequency Controller; Fuzzy current amplitude controller; Hybrid Fuzzy-Fuzzy control (HFFC); Indirect Field-Oriented Control (IFOC);
Conference_Titel :
Power and Energy (PECon), 2014 IEEE International Conference on
Print_ISBN :
978-1-4799-7296-8
DOI :
10.1109/PECON.2014.7062453