Fault Diagnosis of Wind Turbine Generators Based on Stacking Integration Algorithm and Adaptive Threshold

Fault Diagnosis of Wind Turbine Generators Based on Stacking Integration Algorithm and Adaptive Threshold

Fault alarm time lag is one of the difficulties in fault diagnosis of wind turbine generators (WTGs), and the existing methods are insufficient to achieve accurate and rapid fault diagnosis of WTGs, and the operation and maintenance costs of WTGs are too high. To invent a new method for fast and acc...

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Bibliographic Details
Main Authors: Zhanjun Tang, Xiaobing Shi, Huayu Zou, Yuting Zhu, Yushi Yang, Yajia Zhang, Jianfeng He
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
fault diagnosis
WTG
stacking integration algorithm
machine learning
EDP
adaptive threshold
Online Access:https://www.mdpi.com/1424-8220/23/13/6198

Internet

https://www.mdpi.com/1424-8220/23/13/6198

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