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Identification algorithms of flexible structure using neural networks

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Main Authors: Ismail, Razali, Ismail, A.Y, Mat Darus, I.Z.
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineering (IEEE) 2009
Subjects:
Indentification system
Differential equation
Neural networks (Computer science)
Digital simulation
Finite difference methods
Plates (Engineering)
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/6667
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spelling my.unimap-66672009-08-03T08:17:23Z Identification algorithms of flexible structure using neural networks Ismail, Razali Ismail, A.Y Mat Darus, I.Z. Indentification system Differential equation Neural networks (Computer science) Digital simulation Finite difference methods Plates (Engineering) Link to publisher's homepage at http://ieeexplore.ieee.org This paper present an investigation into the development of identification system approaches for dynamic modelling characterization of a two dimensional flexible plate structures. The least square and recursive least square are used to obtain linear parametric model of the system. Furthermore, non-parametric models of the system are developed using multi-layer perceptron neural networks (MLP-NN) and Elman neural networks (ENN). A simulation algorithm of the plate is developed through a discretisation of the governing partial differential equation formulation of the plate dynamics using finite difference methods. The finite duration step input is applied to simulation algorithm of the plate. Finally a comparative performance of the approaches used is presented and discussed. 2009-08-03T08:17:05Z 2009-08-03T08:17:05Z 2006 Article p.162-168 1-4244-0527-0 http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=04339331 http://hdl.handle.net/123456789/6667 en Proceedings of 2006 4th Student Conference on Research and Development "Towards Enhancing Research Excellence in the Region" (SCOReD 2006) Institute of Electrical and Electronics Engineering (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Indentification system
Differential equation
Neural networks (Computer science)
Digital simulation
Finite difference methods
Plates (Engineering)
spellingShingle Indentification system
Differential equation
Neural networks (Computer science)
Digital simulation
Finite difference methods
Plates (Engineering)
Ismail, Razali
Ismail, A.Y
Mat Darus, I.Z.
Identification algorithms of flexible structure using neural networks
description Link to publisher's homepage at http://ieeexplore.ieee.org
format Article
author Ismail, Razali
Ismail, A.Y
Mat Darus, I.Z.
author_facet Ismail, Razali
Ismail, A.Y
Mat Darus, I.Z.
author_sort Ismail, Razali
title Identification algorithms of flexible structure using neural networks
title_short Identification algorithms of flexible structure using neural networks
title_full Identification algorithms of flexible structure using neural networks
title_fullStr Identification algorithms of flexible structure using neural networks
title_full_unstemmed Identification algorithms of flexible structure using neural networks
title_sort identification algorithms of flexible structure using neural networks
publisher Institute of Electrical and Electronics Engineering (IEEE)
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/6667
_version_ 1643788574427971584
score 13.211869

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