Xiaoyang Zheng

Rotating Machinery Fault Diagnosis Through a Transformer Convolution Network Subjected to Transfer Learning

Xinglong Pei, Xiaoyang Zheng, Jinliang Wu · IEEE Transactions on Instrumentation and Measurement · 2021 · 77 citations

Accurate Fault Diagnosis, Fault Diagnosis, Convolutional Neural Network +17

Intelligent bearing fault diagnosis based on Teager energy operator demodulation and multiscale compressed sensing deep autoencoder

Xinglong Pei, Xiaoyang Zheng, Jinliang Wu · Measurement · 2021 · 40 citations

Fault Diagnosis, Engineering, Machine Learning +7

Rolling bearing fault diagnosis based on multiple wavelet coefficient dimensionality reduction and improved residual network

Xiaoyang Zheng, Peixi Yang, Kai Yan et al. · Engineering Applications of Artificial Intelligence · 2024 · 31 citations

Fault Diagnosis, Condition Monitoring, Engineering +5

A Novel Feature Extraction Method Based on Legendre Multi-Wavelet Transform and Auto-Encoder for Steel Surface Defect Classification

Xiaoyang Zheng, Weishuo Liu, Yan Huang · IEEE Access · 2024 · 22 citations · Full text

Image Analysis, Feature Detection, Engineering +10

LW-XNet for segmentation and classification of skin lesions from dermoscopy images

Xiaoyang Zheng, Yan Huang, Weishuo Liu et al. · Expert Systems with Applications · 2024 · 15 citations