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
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