Article Abstract

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Title: |
New adaptive fuzzy sliding-mode control for uncertain non-linear systems |
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Author: |
Lon-Chen Hung, Hung-Ping Lin, Hung-Yuan Chung
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Address: |
Department of Electrical Engineering, National Central University, Jhong-Li, Tao-Yuan, 320, Taiwan, ROC. ' Department of Electrical Engineering, National Central University, Jhong-Li, Tao-Yuan, 320, Taiwan, ROC. ' Department of Electrical Engineering, National Central University, Jhong-Li, Tao-Yuan, 320, Taiwan, ROC |
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Journal: |
International Journal of Computer Applications in Technology 2007 - Vol. 28, No.4 pp. 229 - 239 |
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Abstract: |
In this paper, a decoupled fuzzy sliding-mode controller design approach with adaptive manner is proposed. It has online learning ability to deal non-linear systems and to adjust the control rules parameters. The decoupled method addresses a simple way to acquire asymptotic stability for a class of non-linear systems and it demonstrates effectiveness and robustness. Finally, the Decoupled Adaptive Fuzzy Sliding Mode Control (DAFSMC) is used to control four highly non-linear systems and confirms the validity of the developed method. Using this method, the response of systems will converge faster than that described in previous reports. |
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Keywords: |
adaptive control; fuzzy control; sliding-mode control; nonlinear systems; asymptotic stability; uncertainty. |
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DOI: |
10.1504/IJCAT.2007.014556 |
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