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 PublicationInternational Journal of Machine Learning and Cybernetics
ISSN1868-808X
PagesNA-NA
AbstractIn 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.
KeywordFuzzy logic control Nonlinear systems Lyapunov stability theory
Language英語English
The Source to ArticlePB_Publication
PUB ID52712
Document TypeJournal article
CollectionDEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding AuthorLi, 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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