DocumentCode :
593332
Title :
Reduced rule base fuzzy controller for performance enhancement of inline PI controller
Author :
Verma, Vimlesh ; Bhardwaj, Romil
Author_Institution :
Dept. of Electr. Eng., Delhi Technol. Univ., New Delhi, India
fYear :
2012
fDate :
2-5 Dec. 2012
Firstpage :
446
Lastpage :
451
Abstract :
This paper present an analysis and simulation of a inline Proportional Integral (PI) controller supported by a reduced order fuzzy logic controller for industrial applications demanding fast response under varied conditions. The classical PI control is integrated with fuzzy logic controller to make a hybrid control system with merits of both. For the proposed architecture of hybrid system, the fuzzy logic controller works in the specific range of operation, presents a fast response in settlement to steady state with minimum oscillations and without the necessity of switching between two controllers. Using small rule base fuzzy with in specific range reduces the computational burden dramatically and thus paves the way for its implementation on low cost microcontroller, hence making it suitable for industrial application under severe non linearities. The proposed control is simulated for speed control of brushless DC motor under MATLAB/Simulink environment.
Keywords :
PI control; angular velocity control; brushless DC motors; fuzzy control; machine control; microcontrollers; MATLAB/Simulink environment; brushless DC motor; hybrid control system; industrial applications; inline PI controller; inline proportional integral controller; low cost microcontroller; minimum oscillations; performance enhancement; reduced order fuzzy logic controller; reduced rule base fuzzy controller; speed control; steady state; Conferences; Fuzzy logic; Microcontrollers; Oscillators; Pragmatics; Switches; Digital signal processor; Hybrid fuzzy-PI; Low cost microcontroller; Motor drives; PI controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy (PECon), 2012 IEEE International Conference on
Conference_Location :
Kota Kinabalu
Print_ISBN :
978-1-4673-5017-4
Type :
conf
DOI :
10.1109/PECon.2012.6450254
Filename :
6450254
Link To Document :
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