Challenges in using operational data for reliable wind turbine condition monitoring

Operational data of wind turbines recorded by the Supervisory Control And Data Acquisition (SCADA) system originally intended only for operation and performance monitoring show promise also for assessing the health of the turbines. Using these data for monitoring mechanical components, in particular...

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Bibliographic Details
Main Authors: Jannis Weinert, Simon Watson
Format: Default Conference proceeding
Published: 2017
Subjects:
Mechanical engineering not elsewhere classified
Wind turbine
Condition monitoring
SCADA
Drivetrain
Machine learning
Mechanical Engineering not elsewhere classified
Online Access:https://hdl.handle.net/2134/24711
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https://hdl.handle.net/2134/24711

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