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.
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ISSN/eISSN | 1083-4427 |
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 |
DOI | 10.1109/3468.983422 |
URL | 查看来源 |
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 | |
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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