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
Main Authors: Juan Fernando López-López, Jhouben Janyk Cuesta Ramirez, Hector Fabio Quintero-Riaza
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2017-10-01
Series:Dyna
Subjects:
Online Access:https://revistas.unal.edu.co/index.php/dyna/article/view/56614