Planetary-Gearbox Fault Classification by Convolutional Neural Network and Recurrence Plot

Planetary-Gearbox Fault Classification by Convolutional Neural Network and Recurrence Plot

Recurrence-plot (RP) analysis is a graphical tool to visualize and analyze the recurrence of nonlinear dynamic systems. By combining the advantages of the RP and a convolutional neural network (CNN), a fault-classification scheme for planetary gear sets is proposed in this paper. In the proposed app...

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Bibliographic Details
Main Authors: Dan-Feng Wang, Yu Guo, Xing Wu, Jing Na, Grzegorz Litak
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
convolutional neural network
fault classification
order-tracking technique
planetary-gear set
recurrence-plot analysis
Online Access:https://www.mdpi.com/2076-3417/10/3/932

Internet

https://www.mdpi.com/2076-3417/10/3/932

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