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

Author: Heyns, T ; Heyns, PS ; De Villiers, JP Date: Oct 2012 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 log likelihood (NLL) ... Read more

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Browsing by Subject "GMMs"

Browsing by Subject "GMMs"

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