Gaussian Mixture Variational-Based Transformer Domain Adaptation Fault Diagnosis Method and Its Application in Bearing Fault Diagnosis-Reference-Cited by-同舟云学术

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Gaussian Mixture Variational-Based Transformer Domain Adaptation Fault Diagnosis Method and Its Application in Bearing Fault Diagnosis

Published:2024-01 Issue:1 Volume:20 Page:615-625
ISSN:1551-3203
Container-title:IEEE Transactions on Industrial Informatics
language:
Short-container-title:IEEE Trans. Ind. Inf.

Author:

An Yiyao¹^ORCID,Zhang Ke¹^ORCID,Chai Yi¹^ORCID,Zhu Zhiqin¹^ORCID,Liu Qie¹^ORCID

Affiliation:

1. College of Automation, Chongqing University, Chongqing, China

Funder

National key R&D project

Chongqing Nature Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Link

http://xplorestaging.ieee.org/ielx7/9424/10355676/10106026.pdf?arnumber=10106026

Reference41 articles.

1. A Novel Feature Extraction Approach for Mechanical Fault Diagnosis Based on ESAX and BoW Model

2. Critical Wind Turbine Components Prognostics: A Comprehensive Review

3. Failure Prognosis and Applications—A Survey of Recent Literature

4. Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning

5. Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction

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1. A fault diagnosis method with AT-ICNN based on a hybrid attention mechanism and improved convolutional layers;Applied Acoustics;2024-11

2. Multiscale Conditional Adversarial Networks based domain-adaptive method for rotating machinery fault diagnosis under variable working conditions;ISA Transactions;2024-09

3. Research on bearing fault diagnosis method based on cjbm with semi-supervised and imbalanced data;Nonlinear Dynamics;2024-08-13

4. Few-Shot Learning-Based Fault Diagnosis Using Prototypical Contrastive-Based Domain Adaptation Under Variable Working Conditions;IEEE Sensors Journal;2024-08-01

5. Advancing the Diagnosis of Aero-Engine Bearing Faults with Rotational Spectrum and Scale-Aware Robust Network;Aerospace;2024-07-26

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