Life extension of wind turbine drivetrains by means of SCADA data: Case study of generator bearings in an onshore wind farm

Life extension of wind turbine drivetrains by means of SCADA data: Case study of generator bearings in an onshore wind farm

Accurate predictions for remaining useful life (RUL) of wind turbine drivetrains are crucial in reducing downtime, optimising maintenance strategies, extending operational life and improving costs. The purpose of this study is to present a method which utilises SCADA data for RUL estimation. It aims...

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Bibliographic Details
Main Authors: Kelly Tartt, Abbas Mehrad Kazemi-Amiri, Amir R. Nejad, James Carroll, Alasdair McDonald
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Wind energy
SCADA
Remaining useful life (RUL)
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024011769
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