DocumentCode :
1211243
Title :
Fuzzy precompensated PID controllers
Author :
Kim, Jong-Hwan ; Kim, Kwang-Choon ; Chong, Edwin K P
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Volume :
2
Issue :
4
fYear :
1994
fDate :
12/1/1994 12:00:00 AM
Firstpage :
406
Lastpage :
411
Abstract :
While proportional integral derivative (PID) controllers are widely used in industrial applications, they exhibit poor performance when applied to systems containing unknown nonlinearities, such as deadzones, saturation, and hysteresis. In this paper, the authors propose a fuzzy logic-based precompensation approach for PID controllers. The authors demonstrate the performance of their scheme via experiments performed on a DC servomotor position control testbed under varying load conditions. The authors´ results show that the fuzzy precompensated PID controllers have superior performance compared to conventional PID controllers. In addition, the proposed scheme is robust to variations in load. In the experimental testbed, the variations in loading conditions correspond to variations in the level of nonlinearities in the plant. The authors´ scheme is easily implemented in practice simply by adding a fuzzy precompensator to an existing PID controller
Keywords :
DC motors; control nonlinearities; fuzzy control; machine control; position control; servomotors; three-term control; DC servomotor position control testbed; deadzones; fuzzy precompensated PID controllers; hysteresis; saturation; unknown nonlinearities; Control nonlinearities; Control systems; Electrical equipment industry; Fuzzy control; Nonlinear control systems; PD control; Pi control; Proportional control; Testing; Three-term control;
fLanguage :
English
Journal_Title :
Control Systems Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6536
Type :
jour
DOI :
10.1109/87.338660
Filename :
338660
Link To Document :
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