P. S. Heyns

Publication Activity (10 Years)

Years Active: 2005-2015
Publications (10 Years): 1

Top Topics

Fault Detection

Hyperparameters

Completely Independent

Gaussian Process

Top Venues

Eng. Appl. Artif. Intell.

Appl. Artif. Intell.

Publications

Sylvester A. Aye, P. S. Heyns
Acoustic Emission-Based Prognostics of Slow Rotating Bearing Using Bayesian Techniques Under Dependent and Independent Samples. Appl. Artif. Intell. 29 (6) (2015)
T. Heyns, J. P. de Villiers, P. S. Heyns
Consistent haul road condition monitoring by means of vehicle response normalisation with Gaussian processes. Eng. Appl. Artif. Intell. 25 (8) (2012)
Kesheng Wang, P. S. Heyns
An empirical re-sampling method on intrinsic mode function to deal with speed variation in machine fault diagnostics. Appl. Soft Comput. 11 (8) (2011)
M. A. Herzog, Tshilidzi Marwala, P. S. Heyns
Machine and component residual life estimation through the application of neural networks. Reliab. Eng. Syst. Saf. 94 (2) (2009)
L. Mdlazi, Tshilidzi Marwala, C. J. Stander, C. Scheffer, P. S. Heyns
Principal Component Analysis and Automatic Relevance Determination in Damage Identification CoRR (2007)
L. Mdlazi, C. J. Stander, P. S. Heyns, Tshilidzi Marwala
Using artificial intelligence for data reduction in mechanical engineering CoRR (2007)
M. A. Herzog, Tshilidzi Marwala, P. S. Heyns
Machine and Component Residual Life Estimation through the Application of Neural Networks CoRR (2007)
C. Scheffer, Herman Engelbrecht, P. S. Heyns
A comparative evaluation of neural networks and hidden Markov models for monitoring turning tool wear. Neural Comput. Appl. 14 (4) (2005)