Research on Fault Diagnosis of Wind Turbine Gearbox with Snowflake Graph and Deep Learning Algorithm

Research on Fault Diagnosis of Wind Turbine Gearbox with Snowflake Graph and Deep Learning Algorithm

Wind power generation is one of the important development projects for renewable energy worldwide. As wind turbines operate in harsh environments, failure of the wind turbines often occurs, thus leading to lower power generation efficiency and high maintenance cost. Earlier detection of the fault ty...

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Bibliographic Details
Main Authors: Meng-Hui Wang, Fu-Hao Chen, Shiue-Der Lu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
gearbox
convolutional neural networks
symmetrized dot pattern
wind turbine
Online Access:https://www.mdpi.com/2076-3417/13/3/1416

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