Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm

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2008 Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing

August 06-August 08

ISBN: 978-0-7695-3263-9

	ASCII Text	x
	Zhang Bin, Yan Jun, Zhang Wei, "Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm," Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, ACIS International Conference on, pp. 117-120, 2008 Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2008.

	BibTex	x
	@article{ 10.1109/SNPD.2008.11, author = {Zhang Bin and Yan Jun and Zhang Wei}, title = {Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm}, journal ={Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, ACIS International Conference on}, volume = {0}, year = {2008}, isbn = {978-0-7695-3263-9}, pages = {117-120}, doi = {http://doi.ieeecomputersociety.org/10.1109/SNPD.2008.11}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, ACIS International Conference on TI - Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm SN - 978-0-7695-3263-9 SP117 EP120 A1 - Zhang Bin, A1 - Yan Jun, A1 - Zhang Wei, PY - 2008 KW - Multi-layer Feed-forward Network KW - FBP algorithm KW - Rotary Machine KW - Fault diagnosis VL - 0 JA - Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, ACIS International Conference on ER -

Zhang Bin

Yan Jun

Zhang Wei

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SNPD.2008.11

This paper aims at the BP neural network model, to against the problems of the weakness of capability of knowledge acquisition and low stability of learning and memory. The paper put forward a new fast error back propagation algorithm, and give an example to make a comparison between BP algorithm and FBP algorithm on fault diagnosis, The diagnosis results indicate the reliability of this method.

Index Terms:

Multi-layer Feed-forward Network, FBP algorithm, Rotary Machine, Fault diagnosis

Citation:

Zhang Bin, Yan Jun, Zhang Wei, "Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm," snpd, pp.117-120, 2008 Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2008

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