Hongyu Zhong

Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network

Hongyu Zhong, Yong Lv, Rui Yuan et al. · Neurocomputing · 2022 · 141 citations

Fault Diagnosis, Engineering, Machine Learning +7

Fine-tuning transfer learning based on DCGAN integrated with self-attention and spectral normalization for bearing fault diagnosis

Hongyu Zhong, Samson S. Yu, Hieu Trinh et al. · Measurement · 2023 · 116 citations

Fault Diagnosis, Engineering, Machine Learning +11

A Novel Small-Sample Dense Teacher Assistant Knowledge Distillation Method for Bearing Fault Diagnosis

Hongyu Zhong, Samson S. Yu, Hieu Trinh et al. · IEEE Sensors Journal · 2023 · 21 citations

A novel vibro-acoustic fault diagnosis method of rolling bearings via entropy-weighted nuisance attribute projection and orthogonal locality preserving projections under various operating conditions

Di Yang, Yong Lv, Rui Yuan et al. · Applied Acoustics · 2022 · 18 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

A lightweight GAN-based fault diagnosis method based on knowledge distillation and deep transfer learning

Hongyu Zhong, Samson S. Yu, Hieu Trinh et al. · Measurement Science and Technology · 2023 · 15 citations · Full text