Gaussian processes in ball bearing prognostics

In this work, vibration analysis and Gaussian Processes techniques are used in useful life prognostics of ball bearings. The database is provided by The Prognostics Data Repository from NASA, and shows the failure evolution in ball bearings. The data basis also provides training and validation data...

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Bibliographic Details
Published in:Dyna
Main Authors: Juan Fernando López-López, Jhouben Janyk Cuesta-Ramirez, Hector Fabio Quintero-Riaza
Format: Artigo
Language:Inglês
Published: Universidad Nacional de Colombia 2017
Subjects:
Ingeniería
prognostics
ball bearings
gaussian processes
Mechanical vibrations
Online Access:https://www.redalyc.org/articulo.oa?id=49655603027
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