TY  - JOUR
PB  - Institute of Electrical and Electronics Engineers Inc.
SN  - 21693536
EP  - 18394
AV  - none
TI  - Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers
SP  - 18380
N1  - cited By 9
Y1  - 2022///
VL  - 10
JF  - IEEE Access
A1  - Mehedi, I.M.
A1  - Saad, N.
A1  - Magzoub, M.A.
A1  - Al-Saggaf, U.M.
A1  - Milyani, A.H.
UR  - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124729326&doi=10.1109%2fACCESS.2022.3150360&partnerID=40&md5=248b5eaecb88bdcca0c505a0b28204eb
ID  - scholars17758
KW  - Controllers; Digital signal processing; Fuzzy control; Genetic algorithms; Pulse width modulation; Timing circuits; Variable speed drives; Vector control (Electric machinery); Vector spaces; Voltage control
KW  -  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
KW  -  Induction motors
N2  - 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.
ER  -