%P 18380-18394
%T Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers
%A I.M. Mehedi
%A N. Saad
%A M.A. Magzoub
%A U.M. Al-Saggaf
%A A.H. Milyani
%I Institute of Electrical and Electronics Engineers Inc.
%V 10
%O cited By 9
%J IEEE Access
%L scholars17758
%D 2022
%R 10.1109/ACCESS.2022.3150360
%X This work discusses the simulation and experimental demonstration of a genetic algorithm hybrid fuzzy-fuzzy controller (GA-HFFC) system to achieve speed control of a variable-speed induction motor (IM) drive based on a space vector pulse width modulation (SVPWM) technique by means of an eZdspF28335 digital signal processing (DSP) experiment board. Two features of field-oriented control (FOC) were used to design the GA-HFFC, namely, the current and frequency. To overcome the limitations of the FOC technique, the principles of the GA-HFFC were introduced through the acceleration-deceleration stages to regulate the speed of the rotor with the help of a fuzzy frequency controller, while a fuzzy stator current amplitude controller was involved during the steady-state stage. The results revealed that the proposed control approach could deliver a practical control solution in the presence of diverse operating conditions. © 2013 IEEE.
%K Controllers; Digital signal processing; Fuzzy control; Genetic algorithms; Pulse width modulation; Timing circuits; Variable speed drives; Vector control (Electric machinery); Vector spaces; Voltage control, Analysis evaluation; Auxiliary circuits; Experimental evaluation; Field oriented controlled; Field-oriented control; Fuzzy controllers; Hybrid fuzzy-fuzzy control; Inductions motors; Reliable auxiliary circuit; Simulation analysis, Induction motors