Title :
Robust PI controller design for nonlinear systems via fuzzy modelling approach
Author :
Zheng, Feng ; Wang, Qing-Guo ; Lee, Tong Heng ; Huang, Xiaogang
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
The design problem of proportional and proportional-plus-integral (PI) controllers for nonlinear systems is studied. First, a Takagi-Sugeno 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 Takagi-Sugeno fuzzy model. Thirdly, 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 a linearization method around the steady state
Keywords :
control system synthesis; feedback; fuzzy control; matrix algebra; nonlinear control systems; power system control; power system transient stability; robust control; two-term control; uncertain systems; Takagi-Sugeno fuzzy model; excitation control; fuzzy modelling approach; iterative linear matrix inequalities; nonlinear systems; parameter uncertainties; power systems; proportional controllers; robust PI controller; robust stabilizing controllers; static output feedback controller; transient stability; Algorithm design and analysis; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Power system control; Proportional control; Robust control; Takagi-Sugeno model;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980885