Multirotational Speed Data Augmentation and Data Repair of High-Speed Train Wheelset Bearings Using Graph Speed Classifier GAN-Reference-Cited by-同舟云学术

Multirotational Speed Data Augmentation and Data Repair of High-Speed Train Wheelset Bearings Using Graph Speed Classifier GAN

Published:2023-12-15 Issue:24 Volume:23 Page:30984-30997
ISSN:1530-437X
Container-title:IEEE Sensors Journal
language:
Short-container-title:IEEE Sensors J.

Author:

Ma Zengqiang¹^ORCID,Yuan Zonghao²^ORCID,Li Xin³^ORCID,Liu Suyan³^ORCID,Chen Yinong⁴^ORCID

Affiliation:

1. Hebei Provincial Collaborative Innovation Center of Transportation Power Grid Intelligent Integration Technology and Equipment and the School of Electrical and Electronic Engineering, Shijiazhuang Tiedao University, Shijiazhuang, China

2. Key Laboratory of Mechanical Behavior and System Safety of Traffic Engineering and the School of Traffic and Transportation, Shijiazhuang Tiedao University, Shijiazhuang, China

3. School of Electrical and Electronic Engineering, Shijiazhuang Tiedao University, Shijiazhuang, China

4. School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ, USA

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hebei Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Link

http://xplorestaging.ieee.org/ielx7/7361/10360293/10319329.pdf?arnumber=10319329

Reference46 articles.

1. A New Methodology to Estimate the Rotating Phase of a BLDC Motor With Its Application in Variable-Speed Bearing Fault Diagnosis

2. A promising new tool for fault diagnosis of railway wheelset bearings: SSO-based Kurtogram

3. CFFsBD: A Candidate Fault Frequencies-Based Blind Deconvolution for Rolling Element Bearings Fault Feature Enhancement

4. Fault Diagnosis of High-Speed Train Bogie by Residual-Squeeze Net

5. Fault Diagnosis of a Rolling Bearing Using Wavelet Packet Denoising and Random Forests

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