DocumentCode :
2276557
Title :
A robust fuzzy PI controller for a flexible-joint robot arm with uncertainties
Author :
Tang, Weiming ; Chen, Guanrong
Author_Institution :
Dept. of Electr. Eng., Houston Univ., TX, USA
fYear :
1994
fDate :
26-29 Jun 1994
Firstpage :
1554
Abstract :
The improved fuzzy controller designed is based on an existing fuzzy PI controller, which can control an uncertain flexible-joint robot arm to produce satisfactory tracking results. The improved fuzzy PI controller not only can control (stable and unstable) conventional linear systems, performing as well as the conventional PI controller, but also is capable of controlling many nonlinear systems such as the flexible-joint robot arm under investigation which contains uncertainties within ten percent tolerance of all the nominal system-parameter values. In this improved fuzzy PI controller, we used only three simple membership functions plus six simple fuzzy logic control rules. In this paper, we briefly describe the design principle of this improved fuzzy PI controller and its tracking performance in handling the nonlinearity, flexibilities and uncertainties of the flexible-joint robot arm system
Keywords :
control system synthesis; fuzzy control; fuzzy logic; manipulators; nonlinear systems; robust control; tracking; two-term control; design principle; flexible-joint robot; fuzzy logic control rules; membership functions; nonlinear systems; nonlinearity; robust fuzzy PI controller; tracking; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Linear systems; Nonlinear control systems; Nonlinear systems; Robots; Robust control; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1896-X
Type :
conf
DOI :
10.1109/FUZZY.1994.343926
Filename :
343926
Link To Document :
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