Research on Wind Turbine Unbalance Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network

Research on Wind Turbine Unbalance Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network

Rotor imbalance in wind turbines presents a serious problem. Particularly for offshore wind turbines, aerodynamic imbalance could have a severe impact because of the large size of the rotor. A diagnosis method based on a parallel convolutional neural network with multi-scale feature fusion is propos...

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Bibliographic Details
Main Authors: Zhenling Li, Yukun Gao
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
rotor imbalance
wavelet transform
wind energy
wind turbine
Online Access:https://ieeexplore.ieee.org/document/10752392/
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https://ieeexplore.ieee.org/document/10752392/

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