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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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 |
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Engineering Physics and Astronomy C. Treesatayapun S. Uatrongjit Controlling chaos by hybrid system based on FREN and sliding mode control |
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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. |
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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 |
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2018 |
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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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