Controlling chaos by hybrid system based on FREN and sliding mode control

This paper presents a direct adaptive controller for chaotic systems. The proposed adaptive controller is constructed using the network called fuzzy rules emulated network (FREN). FREN's structure is based on human knowledge in the form of fuzzy rules. Parameter adaptation algorithm based on th...

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Main Authors: C. Treesatayapun, S. Uatrongjit
Format: Journal
Published: 2018
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Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=33746123138&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/61683
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-616832018-09-11T09:02:12Z Controlling chaos by hybrid system based on FREN and sliding mode control C. Treesatayapun S. Uatrongjit Engineering Physics and Astronomy This paper presents a direct adaptive controller for chaotic systems. The proposed adaptive controller is constructed using the network called fuzzy rules emulated network (FREN). FREN's structure is based on human knowledge in the form of fuzzy rules. Parameter adaptation algorithm based on the steepest descent method is presented to fine tune the controller 's performance. To improve the system stability, the modified sliding mode algorithm is applied to estimate the upper and lower bounds of the control effort. The suitable control effort is generated by FREN and kept within these bounds. Some computer simulations of using the controller to control the Hénon map have been performed to demonstrate the nerformance of the proposed controller. Copyright © 2006 by ASME. 2018-09-11T08:57:01Z 2018-09-11T08:57:01Z 2006-06-01 Journal 00220434 2-s2.0-33746123138 10.1115/1.2194071 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=33746123138&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/61683
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Engineering
Physics and Astronomy
spellingShingle Engineering
Physics and Astronomy
C. Treesatayapun
S. Uatrongjit
Controlling chaos by hybrid system based on FREN and sliding mode control
description This paper presents a direct adaptive controller for chaotic systems. The proposed adaptive controller is constructed using the network called fuzzy rules emulated network (FREN). FREN's structure is based on human knowledge in the form of fuzzy rules. Parameter adaptation algorithm based on the steepest descent method is presented to fine tune the controller 's performance. To improve the system stability, the modified sliding mode algorithm is applied to estimate the upper and lower bounds of the control effort. The suitable control effort is generated by FREN and kept within these bounds. Some computer simulations of using the controller to control the Hénon map have been performed to demonstrate the nerformance of the proposed controller. Copyright © 2006 by ASME.
format Journal
author C. Treesatayapun
S. Uatrongjit
author_facet C. Treesatayapun
S. Uatrongjit
author_sort C. Treesatayapun
title Controlling chaos by hybrid system based on FREN and sliding mode control
title_short Controlling chaos by hybrid system based on FREN and sliding mode control
title_full Controlling chaos by hybrid system based on FREN and sliding mode control
title_fullStr Controlling chaos by hybrid system based on FREN and sliding mode control
title_full_unstemmed Controlling chaos by hybrid system based on FREN and sliding mode control
title_sort controlling chaos by hybrid system based on fren and sliding mode control
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=33746123138&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/61683
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