Fault Detection Method for Wind Turbine Generators Based on Attention-Based Modeling

Aiming at the problem that existing wind turbine gearbox fault prediction models often find it difficult to distinguish the importance of different data frames and are easily interfered with by non-important and irrelevant signals, thus causing a reduction in fault diagnosis accuracy, a wind turbine...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yu Zhang, Runcai Huang, Zhiwei Li
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Subjects:	fault prediction gearbox wind turbine vibration signal
Online Access:	https://www.mdpi.com/2076-3417/13/16/9276