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
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