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2008 Ninth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing
Application of Multi-layer Feed-forward Neural Network in Fault Diagnosis Based on FBP Algorithm
August 06-August 08
ISBN: 978-0-7695-3263-9
ASCII Text
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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
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@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
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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 -
 
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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