Shichang Du

Best Publications

• Recent advances in prognostics and health management for advanced manufacturing paradigms

  Tangbin Xia;Yifan Dong;Lei Xiao;Shichang Du

  259
  Citations

• A double-layer attention based adversarial network for partial transfer learning in machinery fault diagnosis

  Unknown

  224
  Citations

• A Calibration-Based Hybrid Transfer Learning Framework for RUL Prediction of Rolling Bearing Across Different Machines

  Unknown

  177
  Citations

• Prognostic study of ball screws by ensemble data-driven particle filters

  Unknown

  119
  Citations

• Geometrical deviation modeling and monitoring of 3D surface based on multi-output Gaussian process

  Unknown

  117
  Citations

• Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer

  Unknown

  98
  Citations

• High Definition Metrology-Based Quality Improvement of Surface Texture in Face Milling of Workpieces With Discontinuous Surfaces

  Guilong Li;Shichang Du;Bo Wang;Jun Lv

  96
  Citations

• Dynamics Modeling-Based Optimization of Process Parameters in Face Milling of Workpieces With Discontinuous Surfaces

  Unknown

  83
  Citations

• Recognition of concurrent control chart patterns using wavelet transform decomposition and multiclass support vector machines

  Unknown

  78
  Citations

• A selective multiclass support vector machine ensemble classifier for engineering surface classification using high definition metrology

  Shichang Du;Changping Liu;Lifeng Xi

  76
  Citations

• Modeling and Analysis of Multiproduct Multistage Manufacturing System for Quality Improvement

  Shichang Du;Rui Xu;Lin Li

  74
  Citations

• Elastic mechanics-based fixturing scheme optimization of variable stiffness structure workpieces for surface quality improvement

  Unknown

  73
  Citations

• 3D surface form error evaluation using high definition metrology

  Meng Wang;Lifeng Xi;Shichang Du

  70
  Citations

• An Adaptive Support Vector Machine-Based Workpiece Surface Classification System Using High-Definition Metrology

  Shi-Chang Du;De-Lin Huang;Hui Wang

  66
  Citations

• Modeling and optimizing maintenance schedule for energy systems subject to degradation

  Tangbin Xia;Lifeng Xi;Xiaojun Zhou;Shichang Du

  64
  Citations

• State space modelling of variation propagation in multistage machining processes for variable stiffness structure workpieces

  Kun Wang;Guilong Li;Shichang Du;Lifeng Xi

  64
  Citations

• Reliability modeling and analysis of serial-parallel hybrid multi-operational manufacturing system considering dimensional quality, tool degradation and system configuration

  Ji-wen Sun;Li-feng Xi;Shi-chang Du;Bo Ju

  62
  Citations

• An earth mover’s distance based multivariate generalized likelihood ratio control chart for effective monitoring of 3D point cloud surface

  Unknown

  60
  Citations

• Detection and monitoring of defects on three-dimensional curved surfaces based on high-density point cloud data

  Unknown

  59
  Citations

• Multi-stage fault diagnosis framework for rolling bearing based on OHF Elman AdaBoost-Bagging algorithm

  Tangbin Xia;Pengcheng Zhuo;Lei Xiao;Shichang Du

  57
  Citations