Application and robustness design of fuzzy controller for resonant and chaotic systems with external disturbance

Feng Hsiag Hsiao; Wei Ling Chiang; Cheng W.U. Chen; Sheng Dong Xu; Shih Lin Wu

doi:10.1142/S0218488505003461

Application and robustness design of fuzzy controller for resonant and chaotic systems with external disturbance

Feng Hsiag Hsiao, Wei Ling Chiang, Cheng W.U. Chen, Sheng Dong Xu, Shih Lin Wu

研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

57 引文斯高帕斯（Scopus）

摘要

A robustness design of fuzzy control via model-based approach is proposed in this paper to overcome the effect of approximation error between nonlinear system and Takagi-Sugeno (T-S) fuzzy model. T-S fuzz model is used to model the resonant and chaotic systems and the parallel distributed compensation (PDC) is employed to determine structures of fuzzy controllers. Linear matrix inequality (LMI) based design problems are utilized to find common definite matrices P and feedback gains K satisfying stability conditions derived in terms of Lyapunov direct method. Finally, the effectiveness and the feasibility of the proposed controller design method is demonstrated through numerical simulations on the chaotic and resonant systems

原文	???core.languages.en_GB???
頁（從 - 到）	281-295
頁數	15
期刊	International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems
卷	13
發行號	3
DOIs	https://doi.org/10.1142/S0218488505003461
出版狀態	已出版 - 6月 2005

存取文件

10.1142/S0218488505003461

引用此

@article{d729857bb74d46b08dbea61b4aa79aa2,

title = "Application and robustness design of fuzzy controller for resonant and chaotic systems with external disturbance",

abstract = "A robustness design of fuzzy control via model-based approach is proposed in this paper to overcome the effect of approximation error between nonlinear system and Takagi-Sugeno (T-S) fuzzy model. T-S fuzz model is used to model the resonant and chaotic systems and the parallel distributed compensation (PDC) is employed to determine structures of fuzzy controllers. Linear matrix inequality (LMI) based design problems are utilized to find common definite matrices P and feedback gains K satisfying stability conditions derived in terms of Lyapunov direct method. Finally, the effectiveness and the feasibility of the proposed controller design method is demonstrated through numerical simulations on the chaotic and resonant systems",

keywords = "Chaos, Fuzzy control, PDC, Resonance, T-S fuzzy models",

author = "Hsiao, {Feng Hsiag} and Chiang, {Wei Ling} and Chen, {Cheng W.U.} and Xu, {Sheng Dong} and Wu, {Shih Lin}",

year = "2005",

month = jun,

doi = "10.1142/S0218488505003461",

language = "???core.languages.en_GB???",

volume = "13",

pages = "281--295",

journal = "International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems",

issn = "0218-4885",

number = "3",

}

TY - JOUR

T1 - Application and robustness design of fuzzy controller for resonant and chaotic systems with external disturbance

AU - Hsiao, Feng Hsiag

AU - Chiang, Wei Ling

AU - Chen, Cheng W.U.

AU - Xu, Sheng Dong

AU - Wu, Shih Lin

PY - 2005/6

Y1 - 2005/6

N2 - A robustness design of fuzzy control via model-based approach is proposed in this paper to overcome the effect of approximation error between nonlinear system and Takagi-Sugeno (T-S) fuzzy model. T-S fuzz model is used to model the resonant and chaotic systems and the parallel distributed compensation (PDC) is employed to determine structures of fuzzy controllers. Linear matrix inequality (LMI) based design problems are utilized to find common definite matrices P and feedback gains K satisfying stability conditions derived in terms of Lyapunov direct method. Finally, the effectiveness and the feasibility of the proposed controller design method is demonstrated through numerical simulations on the chaotic and resonant systems

AB - A robustness design of fuzzy control via model-based approach is proposed in this paper to overcome the effect of approximation error between nonlinear system and Takagi-Sugeno (T-S) fuzzy model. T-S fuzz model is used to model the resonant and chaotic systems and the parallel distributed compensation (PDC) is employed to determine structures of fuzzy controllers. Linear matrix inequality (LMI) based design problems are utilized to find common definite matrices P and feedback gains K satisfying stability conditions derived in terms of Lyapunov direct method. Finally, the effectiveness and the feasibility of the proposed controller design method is demonstrated through numerical simulations on the chaotic and resonant systems

KW - Chaos

KW - Fuzzy control

KW - PDC

KW - Resonance

KW - T-S fuzzy models

UR - http://www.scopus.com/inward/record.url?scp=22944469431&partnerID=8YFLogxK

U2 - 10.1142/S0218488505003461

DO - 10.1142/S0218488505003461

M3 - 期刊論文

AN - SCOPUS:22944469431

SN - 0218-4885

VL - 13

SP - 281

EP - 295

JO - International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

JF - International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

IS - 3

ER -

Application and robustness design of fuzzy controller for resonant and chaotic systems with external disturbance

摘要

存取文件

指紋

引用此