Misalignment Fault Prediction of Wind Turbines Based on Combined Forecasting Model

Misalignment Fault Prediction of Wind Turbines Based on Combined Forecasting Model

Due to the harsh working environment of wind turbines, various types of faults are prone to occur during long-term operation. Misalignment faults between the gearbox and the generator are one of the latent common faults for doubly-fed wind turbines. Compared with other faults like gears and bearings...

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Bibliographic Details
Main Authors: Yancai Xiao, Zhe Hua
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Algorithms
Subjects:
misalignment
fault prediction
combined prediction
multivariate grey model
quantum genetic algorithm
least squares support vector machine
Online Access:https://www.mdpi.com/1999-4893/13/3/56

Internet

https://www.mdpi.com/1999-4893/13/3/56

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