A novel-designed fuzzy logic control structure for control of distinct chaotic systems

UM > Faculty of Science and Technology > DEPARTMENT OF ELECTROMECHANICAL ENGINEERING

Status	已發表Published
	A novel-designed fuzzy logic control structure for control of distinct chaotic systems
	Li, S. Y.; Tam, L. M.; Chen, H. K. ; Chen, C. S.
	2020-04-07
Source Publication	International Journal of Machine Learning and Cybernetics
ISSN	1868-808X
Pages	NA-NA
Abstract	In this paper, a Lyapunov-based fuzzy logic control (FLC) system is developed for controlling of complicated as well as distinct nonlinear systems. According to Lyapunov Stability Theory, a candidate Lyapunov function with simple quadratic form is designed. Via constructing the fuzzy IF–THEN rules through referencing the statuses of errors states and error derivatives in each sub-space of the Lyapunov function derivatives, the proposed structure of FLC system is able to appropriately as well as flexibly adjust the control forces with minimum magnitude compensating the nonlinear systems in real-time. In addition, the designed FLC system can be applied to different kinds of control systems without further information and operation experience. Two nonlinear systems with distinct structures, classical Lorentz system and Mathieu-van der Pol system, are illustrated for simulation examples. In comparison of the previous research work, the simulation results reveal the effectiveness, flexibility and convenient-design of the proposed method.
Keyword	Fuzzy logic control Nonlinear systems Lyapunov stability theory
Language	英語English
The Source to Article	PB_Publication
PUB ID	52712
Document Type	Journal article
Collection	DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding Author	Li, S. Y.
Recommended Citation GB/T 7714	Li, S. Y.,Tam, L. M.,Chen, H. K. ,et al. A novel-designed fuzzy logic control structure for control of distinct chaotic systems[J]. International Journal of Machine Learning and Cybernetics,2020:NA-NA.
APA	Li, S. Y.,Tam, L. M.,Chen, H. K. ,&Chen, C. S..(2020).A novel-designed fuzzy logic control structure for control of distinct chaotic systems.International Journal of Machine Learning and Cybernetics,NA-NA.
MLA	Li, S. Y.,et al."A novel-designed fuzzy logic control structure for control of distinct chaotic systems".International Journal of Machine Learning and Cybernetics (2020):NA-NA.

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