Browsing Research Articles (Electrical, Electronic and Computer Engineering) by Subject "Gearing -- Vibration"

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

Heyns, Theo; Heyns, P.S. (Philippus Stephanus); De Villiers, Johan Pieter (Elsevier, 2012-10)

This paper investigates how Gaussian mixture models (GMMs) may be used to detect and trend fault induced vibration signal irregularities, such as those which might be indicative of the onset of gear damage. The negative ...
Statistical gear health analysis which is robust to fluctuating loads and operating speeds

Heyns, Theo; Godsill, S.J.; De Villiers, Johan Pieter; Heyns, P.S. (Philippus Stephanus) (Elsevier, 2012-02)

Condition-based maintenance is concerned with the collection and interpretation of data to support maintenance decisions. The non-intrusive nature of vibration data enables the monitoring of enclosed systems such as ...

Now showing items 1-2 of 2

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