DocumentCode :
679800
Title :
A novel self - Tuning fuzzy based PID controller for speed control of induction motor drive
Author :
Arun Kumar, R. ; Febin Daya, J.L.
Author_Institution :
Sch. of Electr. Eng., VIT Univ., Chennai, India
fYear :
2013
fDate :
13-15 Dec. 2013
Firstpage :
62
Lastpage :
67
Abstract :
This paper presents a comparative study between a self-tuning fuzzy (STF) PID controller, Fuzzy Logic Controller and conventional PID controller based speed control system for a current source PWM inverter fed indirect field oriented control of Induction Motor (IM) Drives. In this work the conventional PI controller is replaced by self-tuning fuzzy PID based intelligent controller. The fuzzy logic controller employs different types of membership functions for each parameter for the efficient control of the drive system. The performance of the self-tuning fuzzy PID based controller is analyzed using digital simulation in MATLAB/Simulink. The results are compared with conventional PID and Fuzzy Logic Controller. The self-tuning fuzzy logic controller gives better results.
Keywords :
PI control; PWM invertors; angular velocity control; control system analysis; fuzzy control; induction motor drives; intelligent control; three-term control; IM drive system control; Matlab; PI controller; PWM inverter fed indirect field oriented control; STF PID controller; Simulink; digital simulation; fuzzy logic controller; induction motor drive; membership functions; self-tuning fuzzy PID-based intelligent controller analysis; speed control system; Fuzzy logic; Induction motors; Machine vector control; Mathematical model; Rotors; Torque; Tuning; Field Oriented Control; Fuzzy logic; Induction Motor drives; Intelligent controllers; Self tuning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Communication and Computing (ICCC), 2013 International Conference on
Conference_Location :
Thiruvananthapuram
Print_ISBN :
978-1-4799-0573-7
Type :
conf
DOI :
10.1109/ICCC.2013.6731625
Filename :
6731625
Link To Document :
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