Fault Diagnosis of Rotating Machinery Based on Convolutional Neural Network and Singular Value Decomposition

Vibration signal and shaft orbit are important features that reflect the operating state of rotating machinery. Fault diagnosis and feature extraction are critical to ensure the safety and reliable operation of rotating machinery. A novel method of fault diagnosis based on convolutional neural netwo...

Full description

Saved in:
Bibliographic Details
Main Authors: Dong Liu, Xu Lai, Zhihuai Xiao, Xiao Hu, Pei Zhang
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2020/6542913
Tags: Add Tag
No Tags, Be the first to tag this record!