Hongdi Zhou

A Novel End-To-End Fault Diagnosis Approach for Rolling Bearings by Integrating Wavelet Packet Transform into Convolutional Neural Network Structures

Shoucong Xiong, Hongdi Zhou, Shuai He et al. · Sensors · 2020 · 63 citations · Full text

Fault Diagnosis, Condition Monitoring, Deep Neural Networks +14

MS-SSPCANet: A powerful deep learning framework for tool wear prediction

Jian Duan, Cheng Hu, Xiaobin Zhan et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 62 citations

Engineering, Machine Learning, Data Science +7

A novel ResNet-based model structure and its applications in machine health monitoring

Jian Duan, Tielin Shi, Hongdi Zhou et al. · Journal of Vibration and Control · 2020 · 48 citations

Convolutional Neural Network, Engineering, Machine Learning +25

Nondestructive diagnosis of flip chips based on vibration analysis using PCA-RBF

Lei Su, Tielin Shi, Zhiping Liu et al. · Mechanical Systems and Signal Processing · 2016 · 44 citations

Vibrations, Engineering, Mechanical Engineering +5

Multi-frequency-band deep CNN model for tool wear prediction

Jian Duan, Jie Duan, Hongdi Zhou et al. · Measurement Science and Technology · 2020 · 42 citations

Convolutional Neural Network, Wavelet Coefficients, Engineering +13