Fatao Hou

Weak fault feature extraction of rolling bearings based on globally optimized sparse coding and approximate SVD

Fatao Hou, Jin Chen, Guangming Dong · Mechanical Systems and Signal Processing · 2018 · 82 citations

Sparse Coding, Fault Diagnosis, Sparse Representation +6

A Non-Contact Fault Diagnosis Method for Rolling Bearings Based on Acoustic Imaging and Convolutional Neural Networks

Ran Wang, Fengkai Liu, Fatao Hou et al. · IEEE Access · 2020 · 53 citations · Full text

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +14

Fault diagnosis for rolling bearings under unknown time-varying speed conditions with sparse representation

Fatao Hou, Ivan Selesnick, Jin Chen et al. · Journal of Sound and Vibration · 2020 · 43 citations

Fault Diagnosis, Condition Monitoring, Sparse Representation +6

Compressed sensing with nonconvex sparse regularization and convex analysis for duct mode detection

Fatao Hou, Jin Chen, Guangming Dong · Mechanical Systems and Signal Processing · 2020 · 25 citations

Sparse Representation, Engineering, Duct Mode Detection +8