SCADA Data-Based Working Condition Classification for Condition Assessment of Wind Turbine Main Transmission System

SCADA Data-Based Working Condition Classification for Condition Assessment of Wind Turbine Main Transmission System

Due to the complex and variable conditions under which wind turbines operate, existing working condition classification methods are inadequate for condition assessment of the main transmission system. Because working conditions are too few after classification, it cannot effectively describe the com...

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Bibliographic Details
Main Authors: Huanguo Chen, Chao Xie, Juchuan Dai, Enjie Cen, Jianmin Li
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Energies
Subjects:
main transmission system
working conditions classification
wind turbine working characteristics
alarm threshold
<i>k</i>-means clustering
SCADA data
Online Access:https://www.mdpi.com/1996-1073/14/21/7043

Internet

https://www.mdpi.com/1996-1073/14/21/7043

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