周宏娣｜湖北工业大学｜学者主页

2026

Structure-preserving constrained smoothing model for partial cross-domain fault diagnosis under time-varying conditions.

Hongdi Zhou, Yuheng Jin, Bo Li, Xi-Xing Li, Xiu-Qun Hou, Zhao-Guang Zhang, Yijie Cai

ISA transactions

DOI

2026

A novel nonlinear feature extractor based on transition fuzzy slope entropy for fault diagnosis of mechanical rotating components

Tao Li, Dao-De Zhang, Hongdi Zhou, Ziang Gong

Journal of Vibration and Control

DOI

2026

Multiresolution sparse decomposition for ultrasonic fault diagnosis in advanced packaging

Yifan Huang, Zixian Song, Hongdi Zhou, Lei Nie, Shuyong Liu, ZHANG Shuai, Guanglan Liao, Tielin Shi

Measurement Science and Technology

DOI

2026

Real-time imaging of heterogeneous micro-interfaces based on ultrasonic spectrum peak shift

Zixian Song, Yifan Huang, Mengke Tian, Hongdi Zhou, Shuyong Liu, Shuai Zhang, Lei Nie, Guanglan Liao

Microelectronics Reliability

DOI

2026

Physics-guided bidirectional synergistic fusion network for stern bearing fault diagnosis in ship propulsion systems

Hongdi Zhou, Yong Pan, Tielin Shi, Jian Duan, Chao Qian, Guoping Yan, Yijie Cai

Ocean Engineering

DOI

2025

A structure-preserving deep manifold network for rolling bearing fault diagnosis

Hongdi Zhou, Jun Luo, Yijie Cai

Journal of the Brazilian Society of Mechanical Sciences and Engineering

DOI

2025

Bearing fault diagnosis using sparse deep non-negative matrix factorization with manifold structure preserving

Hongdi Zhou, Chenyu Huai, Qi Tao, Zhaoguang Zhang

Journal of Mechanical Science and Technology

DOI

2025

Manifold Structure Smoothness Dynamic Alignment: A Novel Partial Domain Adaptation Model for Cross-Condition Bearing Fault Diagnosis

Hongdi Zhou, Hai-Tao He, Bo Li, Xi-Xing Li, Yijie Cai

Journal of Vibration Engineering & Technologies

DOI

2025

Rolling Bearing Fault Diagnosis Based on Multi-Source Domain Joint Structure Preservation Transfer with Autoencoder

Qing-Lei Jiang, Tie-Lin Shi, Xiu-Qun Hou, Biqi Miao, Zhaoguang Zhang, Yukun Jin, Zhiwen Wang, Hongdi Zhou

Italian National Conference on Sensors

DOI

2025

Multisource Heterogeneous Information Selective Fusion Network for Fault Diagnosis of Rolling Bearings

Shoucong Xiong, Le-Ping Zhang, Yingxin Yang, Hongdi Zhou, Lei-Lei Zhang

Structural Control & Health Monitoring

DOI

2025

A diesel engine valve leakage fault diagnostic method using modified VGG19 and transfer learning

Yijie Cai, X. Dai, Zhe Xu, Lei Hu, Quan Wen, Jinni Shi, Fei Zhong, Xiaojun Yang, Jianguo Yang, Hongdi Zhou

Ships and Offshore Structures

DOI

2024

基于流形特征域适配的滚动轴承故障诊断

周宏娣，黄涛，李智，钟飞

《振动与冲击》

2024

Enhanced wavelet transform-integrated MWRC-ResNet: a novel framework for interpretable and noise-robust rolling bearing fault diagnosis

Dao-De Zhang, Ziang Gong, Hongdi Zhou, Sitong Ma, Tao Li, Yifeng Huang, Xin-Yu Hu

Measurement science and technology

DOI

2024

Multi-Source Information-Based Bearing Fault Diagnosis Using Multi-Branch Selective Fusion Deep Residual Network

Shoucong Xiong, Leping Zhang, Leping Zhang, Yingxin Yang, Hongdi Zhou, Leilei Zhang, Leilei Zhang

Sensors

DOI

2024

Bearing Fault Diagnosis Based on Local Manifold Discriminant Domain Adaptation

Hongdi Zhou, Tao Huang, Fei Zhong, Jian Duan, Xixing Li, Junyong Xia

IEEE Sensors Journal

DOI

2023

Composite fault feature extraction of rolling bearing using adaptive circulant singular spectrum analysis

Hongdi Zhou, Lin Zhu, Fei Zhong, Yijie Cai

Measurement Science and Technology

DOI

2023

High-Speed Bearing Health Monitoring Method Based on Attention Mechanism Optimized Siamese Deep Residual Network

Jian Duan, Hu Cheng, Hongdi Zhou, Xiaobin Zhan, Feng Xiong, Tielin Shi

IEEE Sensors Journal

DOI

2023

Modified locally joint sparse marginal embedding and wasserstein generation adversarial network for bearing fault diagnosis

Hongdi Zhou, Hang Zhang, Zhi Nong Li, Fei Zhong

Journal of Vibration and Control

DOI

2023

Fault States Diagnosis of Marine Diesel Engine Valve Based on a Modified VGG16 Transfer Learning Method

Yijie Cai, Zhe Xu, Quan Wen, Jinni Shi, Fei Zhong, Xiaojun Yang, Jianguo Yang, Hongdi Zhou

Mathematical Problems in Engineering

DOI

2023

Milling Tool Wear Prediction Research Based on Optimized PCANet Model

DUAN Jian, Zhou Hongdi, Zhiyong Liu, Zhan Xiaobin, Jianqiang Liang, SHI Tielin

Journal of Mechanical Engineering

DOI

2022

Cross-domain intelligent fault diagnosis of rolling bearing based on distance metric transfer learning

Hongdi Zhou, Tao Huang, Xixing Li, Fei Zhong

Advances in Mechanical Engineering

DOI

2022

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

Jian Duan, Cheng Hu, Xiaobin Zhan, Hongdi Zhou, Guanglan Liao, Tielin Shi

Robotics and Computer-Integrated Manufacturing

DOI

2022

Fault Diagnosis Method for Rolling Bearing Based on Sparse Principal Subspace Discriminant Analysis

Hongdi Zhou, Lin Zhu, Xixing Li

Shock and Vibration

DOI

2021

Fault diagnosis of a rolling bearing based on the wavelet packet transform and a deep residual network with lightweight multi-branch structure

Shoucong Xiong, Hongdi Zhou, Shuai He, Leilei Zhang, Tielin Shi

Measurement Science and Technology

DOI

2020

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

Jian Duan, Jie Duan, Hongdi Zhou, Xiaobin Zhan, Tianxiang Li, Tielin Shi

Measurement Science and Technology

DOI

2020

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, Leilei Zhang, Qi Xia, Jianping Xuan, Tielin Shi

Sensors

DOI

2020

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

Jian Duan, Tielin Shi, Hongdi Zhou, Jianping Xuan, Shuhua Wang

Journal of Vibration and Control

DOI

2020

Class-information–incorporated kernel entropy component analysis with application to bearing fault diagnosis

Hongdi Zhou, Fei Zhong, Tielin Shi, Wuxing Lai, Jian Duan, Yongxiang Zhang

Journal of Vibration and Control

DOI

2019

A Novel Bearing Health Prognostic Method Based on Time-frequency Analysis and LSTM

Jian Duan, Tielin Shi, Hongdi Zhou, Jie Duan, Jianping Xuan, Jun Zhang

Prognostics and System Health Management Conference

DOI

2018

Multiband Envelope Spectra Extraction for Fault Diagnosis of Rolling Element Bearings

Jie Duan, Tielin Shi, Hongdi Zhou, Jianping Xuan, Yongxiang Zhang

Sensors

DOI

2017

基于核熵成分分析的滚动轴承状态识别方法研究

周宏娣

《华中科技大学》

周宏娣

精选作品

期刊论文

Structure-preserving constrained smoothing model for partial cross-domain fault diagnosis under time-varying conditions.

A novel nonlinear feature extractor based on transition fuzzy slope entropy for fault diagnosis of mechanical rotating components

Multiresolution sparse decomposition for ultrasonic fault diagnosis in advanced packaging

Real-time imaging of heterogeneous micro-interfaces based on ultrasonic spectrum peak shift

Physics-guided bidirectional synergistic fusion network for stern bearing fault diagnosis in ship propulsion systems

A structure-preserving deep manifold network for rolling bearing fault diagnosis

Bearing fault diagnosis using sparse deep non-negative matrix factorization with manifold structure preserving

Manifold Structure Smoothness Dynamic Alignment: A Novel Partial Domain Adaptation Model for Cross-Condition Bearing Fault Diagnosis

Rolling Bearing Fault Diagnosis Based on Multi-Source Domain Joint Structure Preservation Transfer with Autoencoder

Multisource Heterogeneous Information Selective Fusion Network for Fault Diagnosis of Rolling Bearings

A diesel engine valve leakage fault diagnostic method using modified VGG19 and transfer learning

基于流形特征域适配的滚动轴承故障诊断

Enhanced wavelet transform-integrated MWRC-ResNet: a novel framework for interpretable and noise-robust rolling bearing fault diagnosis

Multi-Source Information-Based Bearing Fault Diagnosis Using Multi-Branch Selective Fusion Deep Residual Network

Bearing Fault Diagnosis Based on Local Manifold Discriminant Domain Adaptation

Composite fault feature extraction of rolling bearing using adaptive circulant singular spectrum analysis

High-Speed Bearing Health Monitoring Method Based on Attention Mechanism Optimized Siamese Deep Residual Network

Modified locally joint sparse marginal embedding and wasserstein generation adversarial network for bearing fault diagnosis

Fault States Diagnosis of Marine Diesel Engine Valve Based on a Modified VGG16 Transfer Learning Method

Milling Tool Wear Prediction Research Based on Optimized PCANet Model

Cross-domain intelligent fault diagnosis of rolling bearing based on distance metric transfer learning

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

Fault Diagnosis Method for Rolling Bearing Based on Sparse Principal Subspace Discriminant Analysis

Fault diagnosis of a rolling bearing based on the wavelet packet transform and a deep residual network with lightweight multi-branch structure

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

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

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

Class-information–incorporated kernel entropy component analysis with application to bearing fault diagnosis

A Novel Bearing Health Prognostic Method Based on Time-frequency Analysis and LSTM

Multiband Envelope Spectra Extraction for Fault Diagnosis of Rolling Element Bearings

基于核熵成分分析的滚动轴承状态识别方法研究

研究方向