Output Feedback Adaptive Dynamic Surface Control of Permanent Magnet Synchronous Motor with Uncertain Time Delays via RBFNN
Joint Authors
Luo, Shaohua
Wang, Jiaxu
Qiu, Qian
Shi, Zhen
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-01-02
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper focuses on an adaptive dynamic surface control based on the Radial Basis Function Neural Network for a fourth-order permanent magnet synchronous motor system wherein the unknown parameters, disturbances, chaos, and uncertain time delays are presented.
Neural Network systems are used to approximate the nonlinearities and an adaptive law is employed to estimate accurate parameters.
Then, a simple and effective controller has been obtained by introducing dynamic surface control technique on the basis of first-order filters.
Asymptotically tracking stability in the sense of uniformly ultimate boundedness is achieved in a short time.
Finally, the performance of the proposed control has been illustrated through simulation results.
American Psychological Association (APA)
Luo, Shaohua& Wang, Jiaxu& Shi, Zhen& Qiu, Qian. 2014. Output Feedback Adaptive Dynamic Surface Control of Permanent Magnet Synchronous Motor with Uncertain Time Delays via RBFNN. Discrete Dynamics in Nature and Society،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-462820
Modern Language Association (MLA)
Luo, Shaohua…[et al.]. Output Feedback Adaptive Dynamic Surface Control of Permanent Magnet Synchronous Motor with Uncertain Time Delays via RBFNN. Discrete Dynamics in Nature and Society No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-462820
American Medical Association (AMA)
Luo, Shaohua& Wang, Jiaxu& Shi, Zhen& Qiu, Qian. Output Feedback Adaptive Dynamic Surface Control of Permanent Magnet Synchronous Motor with Uncertain Time Delays via RBFNN. Discrete Dynamics in Nature and Society. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-462820
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-462820