Wind Turbine Gearbox Condition Monitoring with AAKR and Moving Window Statistic Methods

Wind Turbine Gearbox Condition Monitoring with AAKR and Moving Window Statistic Methods

Condition Monitoring (CM) of wind turbines can greatly reduce the maintenance costs for wind farms, especially for offshore wind farms. A new condition monitoring method for a wind turbine gearbox using temperature trend analysis is proposed. Autoassociative Kernel Regression (AAKR) is used to const...

Full description

Bibliographic Details
Main Authors: Peng Guo, Nan Bai
Format: Article
Language:English
Published: MDPI AG 2011-11-01
Series:Energies
Subjects:
wind turbine condition monitoring
gearbox
Autoassociative Kernel Regression
residual analysis
moving window statistics
Online Access:http://www.mdpi.com/1996-1073/4/11/2077/

Internet

http://www.mdpi.com/1996-1073/4/11/2077/

Similar Items