Estimating the Remaining Power Generation of Wind Turbines—An Exploratory Study for Main Bearing Failures

Estimating the Remaining Power Generation of Wind Turbines—An Exploratory Study for Main Bearing Failures

Condition monitoring for wind turbines is tailored to predict failure and aid in making better operation and maintenance (O&M) decisions. Typically the condition monitoring approaches are concerned with predicting the remaining useful lifetime (RUL) of assets or a component. As the time-based me...

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Bibliographic Details
Main Authors: Benedikt Wiese, Niels L. Pedersen, Esmaeil S. Nadimi, Jürgen Herp
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
wind turbines
remaining power generation
main bearing
neural network
Online Access:https://www.mdpi.com/1996-1073/13/13/3406

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