A Novel Fault Prediction Method of Wind Turbine Gearbox Based on Pair-Copula Construction and BP Neural Network

A Novel Fault Prediction Method of Wind Turbine Gearbox Based on Pair-Copula Construction and BP Neural Network

Among the various maintenance technologies of wind turbines, online fault prediction technology is a kind of more cost-effective and reliable method. It may also be the most promising method for wind turbines with potential mechanical faults. SCADA data-based online condition monitoring technology h...

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Bibliographic Details
Main Authors: Zhihong Luo, Changliang Liu, Shuai Liu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Wind turbine
gearbox
fault prediction
Pair-Copula
SCADA
Online Access:https://ieeexplore.ieee.org/document/9091796/

Internet

https://ieeexplore.ieee.org/document/9091796/

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