Junsheng Cheng

Overview

Best Publications

• Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings

  Dejie Yu;Junsheng Cheng;Yu Yang

  707
  Citations

• A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM

  Yu Yang;Dejie Yu;Junsheng Cheng

  411
  Citations

• An improved deep convolutional neural network with multi-scale information for bearing fault diagnosis

  Wenyi Huang;Junsheng Cheng;Yu Yang;Gaoyuan Guo

  339
  Citations

• Rolling bearing fault detection and diagnosis based on composite multiscale fuzzy entropy and ensemble support vector machines

  Jinde Zheng;Haiyang Pan;Junsheng Cheng

  324
  Citations

• A rolling bearing fault diagnosis approach based on LCD and fuzzy entropy

  Jinde Zheng;Junsheng Cheng;Yu Yang

  290
  Citations

• Symplectic geometry mode decomposition and its application to rotating machinery compound fault diagnosis

  Haiyang Pan;Haiyang Pan;Yu Yang;Xin Li;Jinde Zheng

  288
  Citations

• A rotating machinery fault diagnosis method based on local mean decomposition

  Unknown

  250
  Citations

• Partly ensemble empirical mode decomposition: An improved noise-assisted method for eliminating mode mixing

  Jinde Zheng;Junsheng Cheng;Yu Yang

  234
  Citations

• A rolling bearing fault diagnosis method based on multi-scale fuzzy entropy and variable predictive model-based class discrimination

  Jinde Zheng;Junsheng Cheng;Yu Yang;Songrong Luo

  224
  Citations

• Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples

  Zhiyi He;Haidong Shao;Haidong Shao;Ping Wang;Janet (Jing) Lin

  223
  Citations

• Application of support vector regression machines to the processing of end effects of Hilbert Huang transform

  Junsheng Cheng;Dejie Yu;Yu Yang

  200
  Citations

• Application of frequency family separation method based upon EMD and local Hilbert energy spectrum method to gear fault diagnosis

  Junsheng Cheng;Dejie Yu;Jiashi Tang;Yu Yang

  186
  Citations

• Convformer-NSE: A Novel End-to-End Gearbox Fault Diagnosis Framework Under Heavy Noise Using Joint Global and Local Information

  Unknown

  186
  Citations

• Generalized composite multiscale permutation entropy and Laplacian score based rolling bearing fault diagnosis

  Jinde Zheng;Haiyang Pan;Shubao Yang;Junsheng Cheng

  183
  Citations

• An ensemble local means decomposition method and its application to local rub-impact fault diagnosis of the rotor systems

  Yu Yang;Junsheng Cheng;Kang Zhang

  179
  Citations

• Application of time–frequency entropy method based on Hilbert–Huang transform to gear fault diagnosis

  Dejie Yu;Yu Yang;Junsheng Cheng

  164
  Citations

• Adaptive parameterless empirical wavelet transform based time-frequency analysis method and its application to rotor rubbing fault diagnosis

  Jinde Zheng;Haiyang Pan;Shubao Yang;Junsheng Cheng

  164
  Citations

• Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine

  Zhiyi He;Haidong Shao;Ziyang Ding;Hongkai Jiang

  149
  Citations

• Generalized empirical mode decomposition and its applications to rolling element bearing fault diagnosis

  Jinde Zheng;Junsheng Cheng;Yu Yang

  142
  Citations

• Local rub-impact fault diagnosis of the rotor systems based on EMD

  Junsheng Cheng;Dejie Yu;Jiashi Tang;Yu Yang

  129
  Citations

• Degradation prediction model for proton exchange membrane fuel cells based on long short-term memory neural network and Savitzky-Golay filter

  Unknown

  128
  Citations

• A gear fault diagnosis using Hilbert spectrum based on MODWPT and a comparison with EMD approach

  Yu Yang;Yigang He;Junsheng Cheng;Dejie Yu

  120
  Citations

• An order tracking technique for the gear fault diagnosis using local mean decomposition method

  Junsheng Cheng;Kang Zhang;Yu Yang

  114
  Citations

• Data-driven flooding fault diagnosis method for proton-exchange membrane fuel cells using deep learning technologies

  Unknown

  109
  Citations