Early anomaly detection of wind turbine gearbox based on SLFormer neural network

Condition monitoring of wind turbines: Techniques and methods

Fausto Pedro Garcı́a Márquez, Andrew M. Tobias, Jesús María Pinar-Pérez et al. · Renewable Energy · 2012 · 867 citations · Full text

Engineering, Systems Engineering, Condition Assessment +13

Reliability of wind turbine subassemblies

F. Spinato, P.J. Tavner, G.J.W. van Bussel et al. · IET Renewable Power Generation · 2009 · 641 citations · Full text

Engineering, Industrial Engineering, Systems Engineering +17

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao et al. · Mechanical Systems and Signal Processing · 2021 · 499 citations · Full text

Engineering, Electrical Engineering, Time Series Analysis +14

Fault detection of wind turbine based on SCADA data analysis using CNN and LSTM with attention mechanism

Ling Xiang, Penghe Wang, Xin Yang et al. · Measurement · 2021 · 385 citations

Computing, Computer Science, Data Science +17

A Time Series Transformer based method for the rotating machinery fault diagnosis

Yuhong Jin, Lei Hou, Yushu Chen · Neurocomputing · 2022 · 294 citations

Engineering, Electrical Engineering, Electric Machines +12