Hao Su

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 method based on meta-learning for bearing fault diagnosis with small sample learning under different working conditions

Hao Su, Ling Xiang, Aijun Hu et al. · Mechanical Systems and Signal Processing · 2022 · 252 citations

Fault Diagnosis, Engineering, Machine Learning +11

Condition monitoring and anomaly detection of wind turbine based on cascaded and bidirectional deep learning networks

Ling Xiang, Xin Yang, Aijun Hu et al. · Applied Energy · 2021 · 214 citations

Fault Diagnosis, Condition Monitoring, Anomaly Detection +9

A novel method based on deep transfer unsupervised learning network for bearing fault diagnosis under variable working condition of unequal quantity

Hao Su, Xin Yang, Ling Xiang et al. · Knowledge-Based Systems · 2022 · 73 citations

Fault Diagnosis, Engineering, Machine Learning +8

Transformer-based meta learning method for bearing fault identification under multiple small sample conditions

Xianze Li, Hao Su, Ling Xiang et al. · Mechanical Systems and Signal Processing · 2023 · 64 citations

Fault Diagnosis, Engineering, Machine Learning +12