Intelligent Active Vibration Control for a Flexible Beam System

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Publication date
2004
Author
Hossain, M. Alamgir
Madkour, A.A.M.
Dahal, Keshav P.
Yu, H.
Keyword
Active Vibration Control
Intelligent Algorithm
System Identification
Genetic Algorithms
ANFIS
Rights
© 2004 IEEE. Reprinted from the Proceedings of the IEEE SMC-RI 3rd Chapter Conference 2004 on Intelligent Cybernetic Systems. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bradford's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.
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Abstract
This paper presents an investigation into the development of an intelligent active vibration control (AVC) system. Evolutionary Genetic algorithms (GAs) and Adaptive Neuro-Fuzzy Inference system (ANFIS) algorithms are used to develop mechanisms of an AVC system, where the controller is designed on the basis of optimal vibration suppression using the plant model. A simulation platform of a flexible beam system in transverse vibration using finite difference (FD) method is considered to demonstrate the capabilities of the AVC system using GAs and ANFIS. MATLAB GA tool box for GAs and Fuzzy Logic tool box for ANFIS function are used for AVC system design. The system is then implemented, tested and its performance assessed for GAs and ANFIS based design. Finally a comparative performance of the algorithm in implementing AVC system using GAs and ANFIS is presented and discussed through a set of experiments.
URI
http://hdl.handle.net/10454/949
Citation
Hossain, M.A., Madkour, A.A.M., Dahal, K.P. and Yu, H. (2004). Intelligent Active Vibration Control for a Flexible Beam System. IEEE SMC-RI 3rd Chapter Conference on Intelligent Cybernetic Systems. Londonderry, UK. 7-8 September 2004. Proceedings of the IEEE SMC-RI 3rd Chapter Conference on Intelligent Cybernetic Systems. Pp. 85-89.
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http://www.ieee.org/portal/site
Type
Conference paper
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