DocumentCode :
645815
Title :
A robust PID-type Fuzzy Logic Controller for variable speed motor drives
Author :
Igleheart, Casey ; Marques, Jose ; Ramirez-Leon, Carlos ; Yinan Li ; Ashrafzadeh, F. ; Wilson, Stuart
Author_Institution :
Dept. of Eng., Western Kentucky Univ., Bowling Green, KY, USA
fYear :
2013
fDate :
22-24 Sept. 2013
Firstpage :
1
Lastpage :
6
Abstract :
A robust PID-type Fuzzy Logic Controller (FLC) for speed control of DC motors is proposed. Its performance is compared with that of a proportional integral (PI) controller under various load conditions to analyze set point tracking capabilities, disturbance rejection, and step response. Both control strategies (FLC and PI) were designed and simulated using Matlab´s Fuzzy Logic Toolbox and Simulink. The simulation results have also been validated through real-time implementation using dSpace controller. It was found that the proposed fuzzy logic controller demonstrates smoother step response with minimal overshoot, greater disturbance rejection capabilities, and faster settling time than the commonly used PI controller.
Keywords :
DC motor drives; control system synthesis; fuzzy control; machine control; robust control; three-term control; variable speed drives; DC motors; FLC; Matlab; Simulink; dSpace controller; disturbance rejection; fuzzy logic toolbox; proportional integral controller; robust PID-type fuzzy logic controller; set point tracking capabilities; step response; variable speed motor drives; DC motors; Fuzzy logic; Hardware; Mathematical model; Niobium; Software packages; Torque; brushed dc motor; disturbance rejection; fuzzy logic; proportional integral;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
North American Power Symposium (NAPS), 2013
Conference_Location :
Manhattan, KS
Type :
conf
DOI :
10.1109/NAPS.2013.6666969
Filename :
6666969
Link To Document :
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