Ningyun Lu

Best Publications

• Sub‐PCA modeling and on‐line monitoring strategy for batch processes

  Ningyun Lu;Furong Gao;Fuli Wang

  321
  Citations

• Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes

  Chunhui Zhao;Fuli Wang;Ningyun Lu;Mingxing Jia

  253
  Citations

• A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices

  Yunkai Wu;Bin Jiang;Ningyun Lu

  196
  Citations

• Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains

  Hongtian Chen;Bin Jiang;Ningyun Lu;Zehui Mao

  186
  Citations

• Stage-based process analysis and quality prediction for batch processes

  Ningyun Lu;Furong Gao

  160
  Citations

• Two-dimensional dynamic PCA for batch process monitoring

  Ningyun Lu;Yuan Yao;Furong Gao;Fuli Wang

  123
  Citations

• An improved incipient fault detection method based on Kullback-Leibler divergence.

  Unknown

  122
  Citations

• A Data-Driven Aero-Engine Degradation Prognostic Strategy

  Cunsong Wang;Ningyun Lu;Yuehua Cheng;Bin Jiang

  113
  Citations

• Prediction Interval Estimation of Aeroengine Remaining Useful Life Based on Bidirectional Long Short-Term Memory Network

  Chuang Chen;Ningyun Lu;Bin Jiang;Yin Xing

  102
  Citations

• A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance

  Chuang Chen;Ningyun Lu;Bin Jiang;Cunsong Wang

  99
  Citations

• Dynamic Long Short-Term Memory Neural-Network- Based Indirect Remaining-Useful-Life Prognosis for Satellite Lithium-Ion Battery

  Unknown

  97
  Citations

• Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems

  Hongtian Chen;Bin Jiang;Steven X. Ding;Ningyun Lu

  89
  Citations

• Combination method of principal component and wavelet analysis for multivariate process monitoring and fault diagnosis

  Ningyun Lu;Fuli Wang;Furong Gao

  86
  Citations

• Digital twin-assisted enhanced meta-transfer learning for rolling bearing fault diagnosis

  Unknown

  84
  Citations

• Quality prediction based on phase-specific average trajectory for batch processes

  Chunhui Zhao;Fuli Wang;Zhizhong Mao;Ningyun Lu

  73
  Citations

• Multirate dynamic inferential modeling for multivariable processes

  Ningyun Lu;Ningyun Lu;Yi Yang;Furong Gao;Fuli Wang

  69
  Citations

• Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes

  Unknown

  67
  Citations

• A Newly Robust Fault Detection and Diagnosis Method for High-Speed Trains

  Hongtian Chen;Bin Jiang;Ningyun Lu

  66
  Citations

• Adaptive Monitoring Based on Independent Component Analysis for Multiphase Batch Processes with Limited Modeling Data

  Chunhui Zhao;Fuli Wang;Zhizhong Mao;and Ningyun Lu

  65
  Citations

• Data-driven and deep learning-based detection and diagnosis of incipient faults with application to electrical traction systems

  Hongtian Chen;Bin Jiang;Tianyi Zhang;Ningyun Lu

  59
  Citations