Theo Heyns

Combining synchronous averaging with a Gaussian mixture model novelty detection scheme for vibration-based condition monitoring of a gearbox

Theo Heyns, P. Stephan Heyns, J. P. de Villiers · Mechanical Systems and Signal Processing · 2012 · 49 citations

Fault Diagnosis, Condition Monitoring, Engineering +9

Statistical gear health analysis which is robust to fluctuating loads and operating speeds

Theo Heyns, Simon Godsill, J. P. de Villiers et al. · Mechanical Systems and Signal Processing · 2011 · 46 citations

Condition Monitoring, Reliability Engineering, Engineering +9

A method for real-time condition monitoring of haul roads based on Bayesian parameter estimation

Theo Heyns, P. Stephan Heyns, J. P. de Villiers · Journal of Terramechanics · 2011 · 20 citations

Real-time Condition Monitoring, Intelligent Traffic Management, Bayesian Parameter Estimation +10

Consistent haul road condition monitoring by means of vehicle response normalisation with Gaussian processes

Theo Heyns, J. P. de Villiers, P. Stephan Heyns · Engineering Applications of Artificial Intelligence · 2012 · 19 citations

Automotive Tracking, Engineering, Uncertainty Quantification +9

Rotating machine diagnosis using smart feature selection under non-stationary operating conditions

P. Stephan Heyns, Robert Vinson, Theo Heyns · Insight - Non-Destructive Testing and Condition Monitoring · 2016 · 11 citations

Fault Diagnosis, Condition Monitoring, Non-stationary Operating Conditions +13