A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery

A Multimodal Feature Fusion-Based Deep Learning Method for Online Fault Diagnosis of Rotating Machinery

Rotating machinery usually suffers from a type of fault, where the fault feature extracted in the frequency domain is significant, while the fault feature extracted in the time domain is insignificant. For this type of fault, a deep learning-based fault diagnosis method developed in the frequency do...

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Bibliographic Details
Main Authors: Funa Zhou, Po Hu, Shuai Yang, Chenglin Wen
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Sensors
Subjects:
fault diagnosis
deep learning
multimodal feature
DNN
feature fusion
Online Access:http://www.mdpi.com/1424-8220/18/10/3521

Internet

http://www.mdpi.com/1424-8220/18/10/3521

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