Dictionary Learning Approach to Monitoring of Wind Turbine Drivetrain Bearings

Condition monitoring is central to the efficient operation of wind farms due to the challenging operating conditions, rapid technology development, and a large number of aging wind turbines. In particular, predictive maintenance planning requires the early detection of faults with few false positive...

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Bibliographic Details
Main Authors: Sergio Martin-del-Campo, Fredrik Sandin, Daniel Strömbergsson
Format: Article
Language:English
Published: Springer 2020-11-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Online Access:https://www.atlantis-press.com/article/125946150/view