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发表状态已发表Published
题名Robust PI controller design for nonlinear systems via fuzzy modeling approach
作者
发表日期2001
发表期刊IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.
ISSN/eISSN1083-4427
卷号31期号:6页码:666-675
摘要

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.

关键词Excitation control of power systems Fuzzy modeling Linear matrix inequalities PI control Robust control
DOI10.1109/3468.983422
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收录类别SCIE
语种英语English
WOS研究方向Computer Science
WOS类目Computer Science, Cybernetics ; Computer Science, Theory & Methods
WOS记录号WOS:000173843200017
引用统计
被引频次:52[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/3906
专题个人在本单位外知识产出
通讯作者Wang, Qingguo
作者单位
Department of Electrical and Computer Engineering, National University of Singapore, Singapore 119260, Singapore
推荐引用方式
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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