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Status已发表Published
TitleRobust PI controller design for nonlinear systems via fuzzy modeling approach
Creator
Date Issued2001
Source PublicationIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.
ISSN1083-4427
Volume31Issue: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.

KeywordExcitation control of power systems Fuzzy modeling Linear matrix inequalities PI control Robust control
DOI10.1109/3468.983422
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Cybernetics ; Computer Science, Theory & Methods
WOS IDWOS:000173843200017
Citation statistics
Cited Times:51[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3906
CollectionResearch outside affiliated institution
Corresponding AuthorWang, 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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