Methodology for Detecting Malfunctions and Evaluating the Maintenance Effectiveness in Wind Turbine Generator Bearings Using Generic versus Specific Models from SCADA Data

Methodology for Detecting Malfunctions and Evaluating the Maintenance Effectiveness in Wind Turbine Generator Bearings Using Generic versus Specific Models from SCADA Data

This article offers reasons to defend the use of generic behavior models as opposed to specific models in applications to determine component degradation. The term generic models refers to models based on operating data from various units, whereas specific models are calculated using operating data...

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Bibliographic Details
Main Authors: Miguel A. Rodríguez-López, Luis M. López-González, Luis M. López-Ochoa, Jesús Las-Heras-Casas
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Energies
Subjects:
condition monitoring
failure detection
wind turbines
generator bearing
SCADA data
normal behavior models
Online Access:http://www.mdpi.com/1996-1073/11/4/746

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http://www.mdpi.com/1996-1073/11/4/746

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