A Comparative Analysis on the Variability of Temperature Thresholds through Time for Wind Turbine Generators Using Normal Behaviour Modelling

A Comparative Analysis on the Variability of Temperature Thresholds through Time for Wind Turbine Generators Using Normal Behaviour Modelling

Data-driven normal behaviour models have gained traction over the last few years as a convenient way of modelling turbine operational health to detect anomalies. By leveraging high-dimensional operational relationships, temperature thresholds can be automatically calculated based on each individual...

Full description

Bibliographic Details
Main Authors: Alan Turnbull, James Carroll, Alasdair McDonald
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Energies
Subjects:
wind turbine
SCADA
machine learning
temperature
modelling
threshold
Online Access:https://www.mdpi.com/1996-1073/15/14/5298

Internet

https://www.mdpi.com/1996-1073/15/14/5298

Similar Items