DocumentCode :
1251966
Title :
Robust PI controller design for nonlinear systems via fuzzy modeling approach
Author :
Zheng, Feng ; Wang, Qing-Guo ; Lee, Tong Heng ; Huang, Xiaogang
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Volume :
31
Issue :
6
fYear :
2001
fDate :
11/1/2001 12:00:00 AM
Firstpage :
666
Lastpage :
675
Abstract :
The design problem of proportional and proportional-plus-integral (PI) controllers for nonlinear systems is studied. First, the Takagi-Sugeno (T-S) fuzzy model with parameter uncertainties is used to approximate the nonlinear systems. Then a numerically tractable algorithm based on the technique of iterative linear matrix inequalities is developed to design a proportional (static output feedback) controller for the robust stabilization of the system in T-S fuzzy model. Next, we transform the problem of PI controller design to that of proportional controller design for an augmented system and thus bring the solution of the former problem into the configuration of the developed algorithm. Finally, the proposed method is applied to the design of robust stabilizing controllers for the excitation control of power systems. Simulation results show that the transient stability can be improved by using a fuzzy PI controller when large faults appear in the system, compared to the conventional PI controller designed by using linearization method around the steady state
Keywords :
fuzzy control; iterative methods; linearisation techniques; matrix algebra; nonlinear systems; power system control; proportional control; robust control; two-term control; PI control; Takagi-Sugeno model; fuzzy control; iterative method; linear matrix inequality; linearization method; nonlinear systems; power system control; proportional control; robust control; stabilization; transient stability; Algorithm design and analysis; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Power system control; Power system stability; Proportional control; Robust control;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4427
Type :
jour
DOI :
10.1109/3468.983422
Filename :
983422
Link To Document :
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