Takagi-Sugeno fuzzy logic controller for Liu-Chen four-scroll chaotic system. (2016)
- Record Type:
- Journal Article
- Title:
- Takagi-Sugeno fuzzy logic controller for Liu-Chen four-scroll chaotic system. (2016)
- Main Title:
- Takagi-Sugeno fuzzy logic controller for Liu-Chen four-scroll chaotic system
- Authors:
- Vaidyanathan, Sundarapandian
Azar, Ahmad Taher - Abstract:
- Chaos modelling, chaos control and chaos synchronisation are active areas in chaos theory, while research in these areas has potential applications in many fields like nonlinear optics, oscillations, chemical reactions, biology, neurology, secure data encryption, secure communications, robotics, neural networks, fractals and nonlinear circuits design. Especially, chaos control is an important research area, and it has a wide range of applications like control of turbulence, dynamics of lasers, plasma, chemical reactions such as Belousov-Zhabotinsky reaction, ecological systems and cardiac arrhythmias. Until now, many methods for chaos control such as open-loop control based on periodic system excitation, closed-loop control such as OGY method and time-delayed feedback control such as Pyragas method have been used. In this paper, a fuzzy logic control using fuzzy sets and fuzzy logic for the control of chaotic systems has been proposed. In more detail, this work presents a fuzzy logic controller design of a chaotic system using Takagi-Sugeno fuzzy model. The stability analysis of the fuzzy logic controller system is carried out using Barbashin-Krasovskii theorem. For the proposed fuzzy logic control, the Liu-Chen four-scroll chaotic system was used. Finally, the simulation results of the proposed control method present the effectiveness of this method.
- Is Part Of:
- International journal of intelligent engineering informatics. Volume 4:Number 2(2016)
- Journal:
- International journal of intelligent engineering informatics
- Issue:
- Volume 4:Number 2(2016)
- Issue Display:
- Volume 4, Issue 2 (2016)
- Year:
- 2016
- Volume:
- 4
- Issue:
- 2
- Issue Sort Value:
- 2016-0004-0002-0000
- Page Start:
- 135
- Page End:
- 150
- Publication Date:
- 2016
- Subjects:
- chaos control -- chaos synchronisation -- four-scroll chaotic systems -- fuzzy logic control -- FLC -- fuzzy control -- Takagi-Sugeno method -- Lyapunov stability theory -- chaos modelling -- controller design -- simulation
Artificial intelligence -- Engineering applications -- Periodicals
Engineering -- Computer programs -- Periodicals
Knowledge management -- Periodicals
620.0028563 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijiei#issue ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1758-8715
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 7825.xml