An Ensemble Learning Solution for Predictive Maintenance of Wind Turbines Main Bearing

A novel and innovative solution addressing wind turbines’ main bearing failure predictions using SCADA data is presented. This methodology enables to cut setup times and has more flexible requirements when compared to the current predictive algorithms. The proposed solution is entirely unsupervised...

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Bibliographic Details
Main Authors: Mattia Beretta, Anatole Julian, Jose Sepulveda, Jordi Cusidó, Olga Porro
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/4/1512