An SDP Characteristic Information Fusion-Based CNN Vibration Fault Diagnosis Method

This study proposes a symmetrized dot pattern (SDP) characteristic information fusion-based convolutional neural network (CNN) fault diagnosis method to resolve issues of high complexity, nonlinearity, and instability in original rotor vibration signals. The method was used to conduct information fu...

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Bibliographic Details
Main Authors: Xiaoxun Zhu, Jianhong Zhao, Dongnan Hou, Zhonghe Han
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2019/3926963