Prediction of Remaining Useful Life of Wind Turbine Bearings under Non-Stationary Operating Conditions

Prediction of Remaining Useful Life of Wind Turbine Bearings under Non-Stationary Operating Conditions

Wind-powered electricity generation has grown significantly over the past decade. While there are many components that might impact their useful life, the gearbox and generator bearings are among the most fragile components in wind turbines. Therefore, the prediction of remaining useful life (RUL) o...

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Bibliographic Details
Main Authors: Lixiao Cao, Zheng Qian, Hamid Zareipour, David Wood, Ehsan Mollasalehi, Shuangshu Tian, Yan Pei
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Energies
Subjects:
remaining useful life (RUL) prediction
wind turbine generator bearing
interval whitenization
Gaussian process
wavelet packet transform
Online Access:https://www.mdpi.com/1996-1073/11/12/3318

Internet

https://www.mdpi.com/1996-1073/11/12/3318

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