DocumentCode :
2887223
Title :
Design and Simulation of Cascade Fuzzy Self - Adaptive PID Speed Control of a Thyristor-Driven DC Motor
Author :
Cui, Yu-Long ; Lu, Hai-long ; Fan, Jian-Bo
Author_Institution :
Sch. of Inf. Sci. & Technol., Beijing Univ. of Chem. Technol.
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
655
Lastpage :
660
Abstract :
This paper describes a three-phase full control rectification circuit controller which is widely used in the system of speed regulation of DC motor. Conventional PID controller with double close-loops has been used in speed control of separately excited DC motor at present. But under conditions of actual operation we find that it isn´t suitable for the high performance cases, because of the low robustness of conventional PID controller. In order to overcome these problems, we propose the idea of fuzzy self-adaptive PID control method under fuzzy control theory and design a DSP-based cascaded control system to regulate speed of DC motor. The MATLAB 7.0 is used as simulation tool to establish the simulation model and the simulation analysis combined with fuzzy toolbox. It obtains the best parameter through simulation combined with experience and from the simulation result we can see the practicality and validity of this control method and solve the problems mentioned above
Keywords :
DC motors; adaptive control; cascade control; closed loop systems; control system CAD; digital signal processing chips; digital simulation; fuzzy control; machine control; mathematics computing; power engineering computing; rectifying circuits; robust control; three-term control; thyristor applications; velocity control; DSP-based cascaded control system; MATLAB 7.0; cascade fuzzy self-adaptive PID speed control design; fuzzy control theory; speed regulation; three-phase full control rectification circuit controller; thyristor-driven DC motor; Adaptive control; Analytical models; Circuit simulation; Control systems; DC motors; Fuzzy control; Programmable control; Robust control; Three-term control; Velocity control; DC motor; Fuzzy PID; Model; Self-adaptive control; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258394
Filename :
4028145
Link To Document :
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