6 citations · 9 across the 3 of their papers we have counts for
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cs.CE2007
Using artificial intelligence for data reduction in mechanical engineering
L. Mdlazi, C. J. Stander, P. S. Heyns +1
In this paper artificial neural networks and support vector machines are used to reduce the amount of vibration data that is required to estimate the Time Domain Average of a gear…
cs.CE2007★ 6 cited
Principal Component Analysis and Automatic Relevance Determination in Damage Identification
L. Mdlazi, T. Marwala, C. J. Stander +2
This paper compares two neural network input selection schemes, the Principal Component Analysis (PCA) and the Automatic Relevance Determination (ARD) based on Mac-Kay's evidence f…
cs.CE2007★ 3 cited
Machine and Component Residual Life Estimation through the Application of Neural Networks
M. A. Herzog, T. Marwala, P. S. Heyns
This paper concerns the use of neural networks for predicting the residual life of machines and components. In addition, the advantage of using condition-monitoring data to enhance…