P.S. Heyns

Best Publications

• Deep digital twins for detection, diagnostics and prognostics

  Unknown

  245
  Citations

• Development of a tool wear-monitoring system for hard turning

  C. Scheffer;H. Kratz;P.S. Heyns;F. Klocke

  228
  Citations

• USING VIBRATION MONITORING FOR LOCAL FAULT DETECTION ON GEARS OPERATING UNDER FLUCTUATING LOAD CONDITIONS

  C.J. Stander;P.S. Heyns;W. Schoombie

  208
  Citations

• WEAR MONITORING IN TURNING OPERATIONS USING VIBRATION AND STRAIN MEASUREMENTS

  C. Scheffer;P.S. Heyns

  193
  Citations

• An integrated Gaussian process regression for prediction of remaining useful life of slow speed bearings based on acoustic emission

  S.A. Aye;P.S. Heyns

  187
  Citations

• Accuracy evaluation of sub-pixel structural vibration measurements through optical flow analysis of a video sequence

  Unknown

  147
  Citations

• Reconstruction of road defects and road roughness classification using vehicle responses with artificial neural networks simulation

  Harry Magadhlela Ngwangwa;P.S. Heyns;F.J.J. Labuschagne;Grant K. Kululanga

  133
  Citations

• Instantaneous angular speed monitoring of gearboxes under non-cyclic stationary load conditions

  C.J. Stander;P.S. Heyns

  131
  Citations

• An industrial tool wear monitoring system for interrupted turning

  C. Scheffer;P.S. Heyns

  124
  Citations

• Thermal analysis of porous fins enclosure with the comparison of analytical and numerical methods

  Siamak Hoseinzadeh;P.S. Heyns;A.J. Chamkha;A.J. Chamkha;Shirkhani. A.

  105
  Citations

• Application of computed order tracking, Vold–Kalman filtering and EMD in rotating machine vibration

  K.S. Wang;P.S. Heyns

  101
  Citations

• A tacholess order tracking methodology based on a probabilistic approach to incorporate angular acceleration information into the maxima tracking process

  S. Schmidt;P.S. Heyns;J.P. de Villiers;J.P. de Villiers

  95
  Citations

• Reconstruction of road defects and road roughness classification using Artificial Neural Networks simulation and vehicle dynamic responses: Application to experimental data

  Harry Magadhlela Ngwangwa;P.S. Heyns;Hendrik Gerhardus Abraham Breytenbach;P.S. Els

  94
  Citations

• Machine and component residual life estimation through the application of neural networks

  M. A. Herzog;Tshilidzi Marwala;P. S. Heyns

  87
  Citations

• A threshold self-setting condition monitoring scheme for wind turbine generator bearings based on deep convolutional generative adversarial networks

  Peng Chen;Yu Li;Kesheng Wang;Ming J. Zuo;Ming J. Zuo

  86
  Citations

• Thermo-structural fatigue and lifetime analysis of a heat exchanger as a feedwater heater in power plant

  Siamak Hoseinzadeh;P. Stephan Heyns

  84
  Citations

• A stochastic hybrid blade tip timing approach for the identification and classification of turbomachine blade damage

  Unknown

  80
  Citations

• Vibration isolation of a mounted engine through optimization

  Unknown

  77
  Citations

• An informative frequency band identification framework for gearbox fault diagnosis under time-varying operating conditions

  Unknown

  73
  Citations

• A time series model-based method for gear tooth crack detection and severity assessment under random speed variation

  Yuejian Chen;Stephan Schmidt;P. Stephan Heyns;Ming J. Zuo

  71
  Citations