Fangzhou Cheng

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 10

Top Topics

Fault Diagnosis

Particle Filtering

Condition Monitoring

Top Venues

IEEE Trans. Ind. Electron.

Publications

Yayu Peng, Wei Qiao, Fangzhou Cheng, Liyan Qu
Wind Turbine Drivetrain Gearbox Fault Diagnosis Using Information Fusion on Vibration and Current Signals. IEEE Trans. Instrum. Meas. 70 (2021)
Ritwik Giri, Fangzhou Cheng, Karim Helwani, Srikanth V. Tenneti, Umut Isik, Arvindh Krishnaswamy
Group Masked Autoencoder Based Density Estimator for Audio Anomaly Detection. DCASE (2020)
Ritwik Giri, Srikanth V. Tenneti, Fangzhou Cheng, Karim Helwani, Umut Isik, Arvindh Krishnaswamy
Self-Supervised Classification for Detecting Anomalous Sounds. DCASE (2020)
Fangzhou Cheng, Liyan Qu, Wei Qiao, Liwei Hao
Enhanced Particle Filtering for Bearing Remaining Useful Life Prediction of Wind Turbine Drivetrain Gearboxes. IEEE Trans. Ind. Electron. 66 (6) (2019)
Fangzhou Cheng, Ajay Raghavan, Deokwoo Jung, Yukinori Sasaki, Yosuke Tajika
High-Accuracy Unsupervised Fault Detection of Industrial Robots Using Current Signal Analysis. ICPHM (2019)
Jun Wang, Fangzhou Cheng, Wei Qiao, Liyan Qu
Multiscale Filtering Reconstruction for Wind Turbine Gearbox Fault Diagnosis Under Varying-Speed and Noisy Conditions. IEEE Trans. Ind. Electron. 65 (5) (2018)
Fangzhou Cheng, Jun Wang, Liyan Qu, Wei Qiao
Rotor current-based fault diagnosis for DFIG wind turbine drivetrain gearboxes using frequency analysis and a deep classifier. IAS (2017)
Yayu Peng, Fangzhou Cheng, Wei Qiao, Liyan Qu
Fault prognosis of drivetrain gearbox based on a recurrent neural network. EIT (2017)
Xiaohang Jin, Fangzhou Cheng, Yayu Peng, Wei Qiao, Liyan Qu
A comparative study on Vibration- and current-based approaches for drivetrain gearbox fault diagnosis. IAS (2016)
Fangzhou Cheng, Yayu Peng, Liyan Qu, Wei Qiao
Current-based fault detection and identification for wind turbine drivetrain gearboxes. IAS (2016)
Xiaohang Jin, Yayu Peng, Fangzhou Cheng, Wei Qiao, Liyan Qu
Quantitative evaluation of wind turbine faults under variable operational conditions. IAS (2015)