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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IEEE Conference Publications
2014
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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 |
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| language |
English |
| topic |
DCT moments Discrete cosine transformation Experimental modal analysis Falhman criterion Frame energy Functional Link Neural Network Structural health monitoring |
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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 |