Effect of Time History on Normal Behaviour Modelling Using SCADA Data to Predict Wind Turbine Failures

Operations and Maintenance (O&M) can make up a significant proportion of lifetime costs associated with any wind farm, with up to 30% reported for some offshore developments. It is increasingly important for wind farm owners and operators to optimise their assets in order to reduce the levelised...

Full description

Bibliographic Details
Main Authors: Conor McKinnon, Alan Turnbull, Sofia Koukoura, James Carroll, Alasdair McDonald
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/18/4745