Identification algorithms of flexible structure using neural networks
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Institute of Electrical and Electronics Engineering (IEEE)
2009
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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) |
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English |
| topic |
Indentification system Differential equation Neural networks (Computer science) Digital simulation Finite difference methods Plates (Engineering) |
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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 |
13.209306 |