Status | 已发表Published |
Title | Robust PI controller design for nonlinear systems via fuzzy modeling approach |
Creator | |
Date Issued | 2001 |
Source Publication | IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.
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ISSN | 1083-4427 |
Volume | 31Issue:6Pages:666-675 |
Abstract | The design problem of proportional and proportional-plus-integral (PI) controllers for nonlinear systems is studied in this paper. 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. Third, 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. |
Keyword | Excitation control of power systems Fuzzy modeling Linear matrix inequalities PI control Robust control |
DOI | 10.1109/3468.983422 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Cybernetics ; Computer Science, Theory & Methods |
WOS ID | WOS:000173843200017 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/3906 |
Collection | Research outside affiliated institution |
Corresponding Author | Wang, Qingguo |
Affiliation | Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260, Singapore |
Recommended Citation GB/T 7714 | Zheng, Feng,Wang, Qingguo,Lee, Tong Henget al. Robust PI controller design for nonlinear systems via fuzzy modeling approach[J]. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans., 2001, 31(6): 666-675. |
APA | Zheng, Feng, Wang, Qingguo, Lee, Tong Heng, & Huang, Xiaogang. (2001). Robust PI controller design for nonlinear systems via fuzzy modeling approach. IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans., 31(6), 666-675. |
MLA | Zheng, Feng,et al."Robust PI controller design for nonlinear systems via fuzzy modeling approach". IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. 31.6(2001): 666-675. |
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