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A Normal Behavior-Based Condition Monitoring Method for Wind Turbine Main Bearing Using Dual Attention Mechanism and Bi-LSTM

As clean and low-carbon energy, wind energy has attracted the attention of many countries. The main bearing in the transmission system of large-scale wind turbines (WTs) is the most important part. The research on the condition monitoring of the main bearing has received more attention from many sch...

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Principais autores: Xiaocong Xiao, Jianxun Liu, Deshun Liu, Yufei Tang, Shigang Qin, Fan Zhang
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-11-01
Serier:Energies
Fag:
wind turbine
main bearing
condition monitoring
attention mechanism
Bi-LSTM
Online adgang:https://www.mdpi.com/1996-1073/15/22/8462
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