Fault diagnosis of power-shift system in continuously variable transmission tractors based on improved echo state network

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Fault Diagnosis, Engineering, Machine Learning +16

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 · 359 citations

Fault Diagnosis, Engineering, Wind Turbine +6

A novel fault diagnosis method based on CNN and LSTM and its application in fault diagnosis for complex systems

Ting Huang, Qiang Zhang, Xiaoan Tang et al. · Artificial Intelligence Review · 2021 · 326 citations

Fault Diagnosis, Engineering, Machine Learning +6

Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks

Junchuan Shi, Dikang Peng, Zhongxiao Peng et al. · Mechanical Systems and Signal Processing · 2021 · 264 citations

Fault Diagnosis, Bidirectional-convolutional Lstm Networks, Reliability Engineering +7

Fault diagnosis for small samples based on attention mechanism

Xin Zhang, Chao He, Yanping Lu et al. · Measurement · 2021 · 249 citations

Fault Diagnosis, Reliability Engineering, Engineering +9