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Neuro-adaptive vibration suppression of flexible beam structures

Mohd. Hashim, Siti Zaiton and Tokhi, Mohd Osman (2004) Neuro-adaptive vibration suppression of flexible beam structures. In: Proceedings of the 23rd IASTED International Conference on Modelling, Identification, and Control. ACTA PRESS, Canada, pp. 467-472. ISBN 0-88986-371-7

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Official URL: http://www.actapress.com/Abstract.aspx?paperId=159...

Abstract

This paper presents an on-line design and implementation of a neural network-based adaptive mechanism for active vibration control (AVC) of flexible beam structures. Back propagation (BP) training method is used with multilayer perceptron network for system identification and controller design, with one step ahead (OSA) prediction and correlation tests being utilized for arriving at suitable network structure. Simulation results demonstrating the performance of the system with different types of excitation are presented and discussed.

Item Type:Book Section
Additional Information:ISBN: 0-88986-371-7 23rd IASTED International Conference on Modelling, Identification and Control 23-25 Feb, 2004, Grindelwald, SWITZERLAND.
Uncontrolled Keywords:backpropagation, beams and girders, computer simulation, flexible structures, identification (control systems), neural networks, systems analysis, vibration control, active vibration control, flexible beams, neuro controllers, non-linear functions, adaptive control systems
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System (Formerly known)
ID Code:9805
Deposited By: Ms Zalinda Shuratman
Deposited On:25 Mar 2010 02:41
Last Modified:07 Mar 2011 08:19

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