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Fault Diagnosis Method of Time Domain and Time-Frequency Domain Based on Information Fusion

Authors :
Meng Shang
Jiao Wang
Jiang Zhao
Source :
Applied Mechanics and Materials. :635-639
Publication Year :
2013
Publisher :
Trans Tech Publications, Ltd., 2013.

Abstract

On account of the problem that traditional pipe leakage diagnosis method is not highly accuracy .this paper come up with a method that based on pipe leakage diagnosis method of neural network information fusion. Giving the stress wave time domain feature extraction index data algorithm and wavelet packet extraction each the frequency band energy algorithm, by comparing with these results of the pressure wave time domain feature index data, time-frequency extraction energy values and fault diagnosis of both information fusion ,which show the neural network information fusion method that is used for pipe leakage diagnosis that is feasible and effective.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........0545ddf6df38b82f883b41f44be899e3