Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

Published 2016 View Full Article

Authors

Keywords

Deep belief networks (DBNs), Wavelet packet transform (WPT), Hierarchical diagnosis network (HDN), Fault diagnosis, Rolling element bearing

Journal

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Volume 72-73, Issue -, Pages 92-104

Publisher

Elsevier BV

Online

2015-11-30

DOI

10.1016/j.ymssp.2015.11.014

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