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Yu Yang

ORCID: 0000-0001-9113-6023
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About
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A5100342259
Research Areas
  • Machine Fault Diagnosis Techniques
  • Gear and Bearing Dynamics Analysis
  • Fault Detection and Control Systems
  • Advanced Algorithms and Applications
  • Advanced Sensor and Control Systems
  • Engineering Diagnostics and Reliability
  • Structural Health Monitoring Techniques
  • Advanced Computational Techniques and Applications
  • Industrial Technology and Control Systems
  • Advanced Measurement and Detection Methods
  • Machine Learning in Bioinformatics
  • Anomaly Detection Techniques and Applications
  • Spectroscopy and Chemometric Analyses
  • Tribology and Lubrication Engineering
  • Topic Modeling
  • Neural Networks and Applications
  • Face and Expression Recognition
  • Natural Language Processing Techniques
  • Refrigeration and Air Conditioning Technologies
  • Image and Signal Denoising Methods
  • Magnetic Bearings and Levitation Dynamics
  • Domain Adaptation and Few-Shot Learning
  • Non-Destructive Testing Techniques
  • Grey System Theory Applications
  • Machine Learning and Data Classification

Hunan University
 2016-2025

China Southern Power Grid (China)
 2024

Northwestern Polytechnical University
 2010-2024

Shenyang University of Technology
 2004-2024

Chinese People's Armed Police Force Engineering University
 2011-2024

Hainan University
 2024

State Grid Corporation of China (China)
 2024

Lanzhou University of Technology
 2012-2024

Glasgow Caledonian University
 2024

Zhengzhou University
 2024

 A roller bearing fault diagnosis method based on EMD energy entropy and ANN
OPENALEX - Publications 
Yu Yang YuDejie Junsheng Cheng

10.1016/j.jsv.2005.11.002 article EN Journal of Sound and Vibration 2005-12-28
 Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings
OPENALEX - Publications 
Dejie Yu Junsheng Cheng Yu Yang

10.1016/s0888-3270(03)00099-2 article EN Mechanical Systems and Signal Processing 2003-10-15
 An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis
OPENALEX - Publications 
Wenyi Huang Junsheng Cheng Yu Yang Gaoyuan Guo

10.1016/j.neucom.2019.05.052 article EN Neurocomputing 2019-05-29
 A rolling bearing fault diagnosis approach based on LCD and fuzzy entropy
OPENALEX - Publications 
Jinde Zheng Junsheng Cheng Yu Yang

10.1016/j.mechmachtheory.2013.08.014 article EN Mechanism and Machine Theory 2013-09-08
 Transfer fault diagnosis of bearing installed in different machines using enhanced deep auto-encoder
OPENALEX - Publications 
Zhiyi He Haidong Shao Jing Lin Junsheng Cheng Yu Yang

10.1016/j.measurement.2019.107393 article EN Measurement 2019-12-17
 Symplectic geometry mode decomposition and its application to rotating machinery compound fault diagnosis
OPENALEX - Publications 
Haiyang Pan Yu Yang Xin Li Jinde Zheng Junsheng Cheng

10.1016/j.ymssp.2018.05.019 article EN Mechanical Systems and Signal Processing 2018-05-25
 Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples
OPENALEX - Publications 
Zhiyi He Haidong Shao Ping Wang Jing Lin Junsheng Cheng and 1 more Yu Yang

10.1016/j.knosys.2019.105313 article EN Knowledge-Based Systems 2019-12-02
 A rolling bearing fault diagnosis method based on multi-scale fuzzy entropy and variable predictive model-based class discrimination
OPENALEX - Publications 
Jinde Zheng Junsheng Cheng Yu Yang Songrong Luo

10.1016/j.mechmachtheory.2014.03.014 article EN Mechanism and Machine Theory 2014-04-22
 Enhanced deep gated recurrent unit and complex wavelet packet energy moment entropy for early fault prognosis of bearing
OPENALEX - Publications 
Haidong Shao Junsheng Cheng Hongkai Jiang Yu Yang Zhantao Wu

10.1016/j.knosys.2019.105022 article EN Knowledge-Based Systems 2019-09-06
 A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM
OPENALEX - Publications 
Yu Yang Dejie Yu Junsheng Cheng

10.1016/j.measurement.2006.10.010 article EN Measurement 2006-10-29
 A fault diagnosis approach for roller bearings based on EMD method and AR model
OPENALEX - Publications 
Junsheng Cheng YU De-jie Yu Yang

10.1016/j.ymssp.2004.11.002 article EN Mechanical Systems and Signal Processing 2004-12-29
 A rotating machinery fault diagnosis method based on local mean decomposition
OPENALEX - Publications 
Junsheng Cheng Yi Yang Yu Yang

10.1016/j.dsp.2011.09.008 article EN Digital Signal Processing 2011-10-20
 Research on the intrinsic mode function (IMF) criterion in EMD method
OPENALEX - Publications 
Junsheng Cheng YU De-jie Yu Yang

10.1016/j.ymssp.2005.09.011 article EN Mechanical Systems and Signal Processing 2005-10-26
 The application of energy operator demodulation approach based on EMD in machinery fault diagnosis
OPENALEX - Publications 
Junsheng Cheng YU De-jie Yu Yang

10.1016/j.ymssp.2005.10.005 article EN Mechanical Systems and Signal Processing 2005-12-02
 Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing
OPENALEX - Publications 
Jinde Zheng Junsheng Cheng Yu Yang

10.1016/j.sigpro.2013.09.013 article EN Signal Processing 2013-10-09
 Fault diagnosis strategy of CNC machine tools based on cascading failure
OPENALEX - Publications 
Yingzhi Zhang Liming Mu Guixiang Shen Yu Yang Chenyu Han

10.1007/s10845-017-1382-7 article EN Journal of Intelligent Manufacturing 2017-12-13
 An ensemble local means decomposition method and its application to local rub-impact fault diagnosis of the rotor systems
OPENALEX - Publications 
Yu Yang Junsheng Cheng Kang Zhang

10.1016/j.measurement.2011.10.010 article EN Measurement 2011-10-31
 Generalized empirical mode decomposition and its applications to rolling element bearing fault diagnosis
OPENALEX - Publications 
Jinde Zheng Junsheng Cheng Yu Yang

10.1016/j.ymssp.2013.04.005 article EN Mechanical Systems and Signal Processing 2013-05-12
 An intelligent fault diagnosis method for rotor-bearing system using small labeled infrared thermal images and enhanced CNN transferred from CAE
OPENALEX - Publications 
Zhiyi He Haidong Shao Zhong Xiang Yu Yang Junsheng Cheng

10.1016/j.aei.2020.101150 article EN Advanced Engineering Informatics 2020-08-05
 Improved Deep Transfer Auto-Encoder for Fault Diagnosis of Gearbox Under Variable Working Conditions With Small Training Samples
OPENALEX - Publications 
Zhiyi He Haidong Shao Xiaoyang Zhang Junsheng Cheng Yu Yang

It is considerable to solve practical fault diagnosis task of gearbox under variable working conditions by introducing sufficient auxiliary data. For this purpose, a new approach called improved deep transfer auto-encoder proposed for intelligent faults with small training samples. First, multi-wavelet employed as activation function effectively learning useful features hidden in the non-stationary vibration Second, correntropy used modify cost enhance reconstruction quality. Third,...

10.1109/access.2019.2936243 article EN cc-by IEEE Access 2019-01-01
 A novel deep stacking least squares support vector machine for rolling bearing fault diagnosis
OPENALEX - Publications 
Xin Li Yu Yang Haiyang Pan Jian Cheng Junsheng Cheng

10.1016/j.compind.2019.05.005 article EN Computers in Industry 2019-05-23
 Rolling bearing fault diagnosis and performance degradation assessment under variable operation conditions based on nuisance attribute projection
OPENALEX - Publications 
Wenyi Huang Junsheng Cheng Yu Yang

10.1016/j.ymssp.2018.05.015 article EN Mechanical Systems and Signal Processing 2018-05-16
 Symplectic weighted sparse support matrix machine for gear fault diagnosis
OPENALEX - Publications 
Xin Li Yu Yang Haidong Shao Zhong Xiang Jian Cheng and 1 more Junsheng Cheng

10.1016/j.measurement.2020.108392 article EN Measurement 2020-09-02
 Adaptive periodic mode decomposition and its application in rolling bearing fault diagnosis
OPENALEX - Publications 
Jian Cheng Yu Yang Xin Li Junsheng Cheng

10.1016/j.ymssp.2021.107943 article EN Mechanical Systems and Signal Processing 2021-04-30
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