Representation Learning for Detecting the Faults in a Wind Turbine Hydraulic Pitch System Using Deep Learning

Wind turbine operators usually use data from a Supervisory Control and Data Acquisition system to monitor their conditions, but it is challenging to make decisions about maintenance based on hundreds of different parameters. Information is often hidden within measurements that operators are unaware...

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Bibliographic Details
Main Authors: Panagiotis Korkos, Jaakko Kleemola, Matti Linjama, Arto Lehtovaara
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/24/9279