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Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN

Proceeding of the IEEE Student Conference on Research and Development (SCOReD 2012) at Penang, Malaysia on 5 December 2012 through 6 December 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp?tag=1

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Bibliographic Details
Main Authors: Paulraj, Murugesa Pandiyan, Prof. Dr., Sazali, Yaacob, Prof. Dr., Mohd Shukry, Abdul Majid, Dr., Krishnan, Pranesh
Other Authors: paul@unimap.edu.my.
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
DCT moments
Discrete cosine transformation
Experimental modal analysis
Falhman criterion
Frame energy
Functional Link Neural Network
Structural health monitoring
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/35134
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spelling my.unimap-351342016-06-12T14:01:54Z Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN Paulraj, Murugesa Pandiyan, Prof. Dr. Sazali, Yaacob, Prof. Dr. Mohd Shukry, Abdul Majid, Dr. Krishnan, Pranesh paul@unimap.edu.my. s.yaacob@unimap.edu.my shukry@unimap.edu.my praneshkrishnan@gmail.com DCT moments Discrete cosine transformation Experimental modal analysis Falhman criterion Frame energy Functional Link Neural Network Structural health monitoring Proceeding of the IEEE Student Conference on Research and Development (SCOReD 2012) at Penang, Malaysia on 5 December 2012 through 6 December 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp?tag=1 This paper discusses the application of frame energy based Discrete Cosine Transformation (DCT) moment features for the detection of damages in steel plates. A simple experimental model is devised to suspend the steel plates in a free-free condition. Experimental modal analysis methods are analyzed and protocols are formed to capture vibration signals from the steel plate using accelerometers when subjected to external impulse. Algorithms based on frame energy based DCT moment feature extraction are developed and prominent features are extracted. A Functional Link Neural Network (FLNN) is modeled to classify the condition of the steel plate. The output of the network model is validated using Falhman testing criterion and the results are compared. 2014-06-06T03:46:42Z 2014-06-06T03:46:42Z 2012-12 Working Paper p.120-123 978-1-4673-5158-4 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6518623&tag=1 http://dspace.unimap.edu.my:80/dspace/handle/123456789/35134 http://dx.doi.org/10.1109/SCOReD.2012.6518623 en Proceeding of The IEEE Student Conference on Research and Development (SCOReD 2012); IEEE Conference Publications
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 DCT moments
Discrete cosine transformation
Experimental modal analysis
Falhman criterion
Frame energy
Functional Link Neural Network
Structural health monitoring
spellingShingle DCT moments
Discrete cosine transformation
Experimental modal analysis
Falhman criterion
Frame energy
Functional Link Neural Network
Structural health monitoring
Paulraj, Murugesa Pandiyan, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Mohd Shukry, Abdul Majid, Dr.
Krishnan, Pranesh
Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
description Proceeding of the IEEE Student Conference on Research and Development (SCOReD 2012) at Penang, Malaysia on 5 December 2012 through 6 December 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp?tag=1
author2 paul@unimap.edu.my.
author_facet paul@unimap.edu.my.
Paulraj, Murugesa Pandiyan, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Mohd Shukry, Abdul Majid, Dr.
Krishnan, Pranesh
format Working Paper
author Paulraj, Murugesa Pandiyan, Prof. Dr.
Sazali, Yaacob, Prof. Dr.
Mohd Shukry, Abdul Majid, Dr.
Krishnan, Pranesh
author_sort Paulraj, Murugesa Pandiyan, Prof. Dr.
title Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
title_short Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
title_full Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
title_fullStr Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
title_full_unstemmed Application of frame energy based DCT moments for the damage diagnosis in steel plates using FLNN
title_sort application of frame energy based dct moments for the damage diagnosis in steel plates using flnn
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/35134
_version_ 1643797715632521216
score 13.222552

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