DocumentCode :
3761982
Title :
Implementation of indirect rotor-flux-oriented control in induction machine using fuzzy logic based on TLBO
Author :
Emad Roshandel;Sayed Mokhtar Gheasaryan;Sayed Morteza Saghaian-Nejad
Author_Institution :
Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan, Iran
fYear :
2015
Firstpage :
526
Lastpage :
532
Abstract :
In this paper indirect rotor flux oriented control (IRFOC) approach has been implemented to torque control of induction machine (IM). The drive´s control system has two proportional integral (PI) controllers, which have an essential role to control the transient and steady state conditions. So to make a desirable control, teaching learning based optimization (TLBO) method has been used to find the optimum coefficients. In order to enhance operation of the controller and achieve more accurate results the fuzzy logic control method is combined with TLBO. In fact on-line control will be achieved by applying fuzzy system to control system. In other word knowledge of expert human is used to locate fuzzy logic system in optimum location of control system. Also TLBO method by limiting boundaries of membership functions around optimal point lead system toward less complexity and practicability. Simulation results show the effectiveness of the proposed control approach in damping transient oscillations and reduction of steady state error.
Keywords :
"Decision support systems","Torque","Induction machines","Optimization","Fuzzy logic","Machine vector control","Electromagnetics"
Publisher :
ieee
Conference_Titel :
Knowledge-Based Engineering and Innovation (KBEI), 2015 2nd International Conference on
Type :
conf
DOI :
10.1109/KBEI.2015.7436100
Filename :
7436100
Link To Document :
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