Shaohui Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 45

Top Topics

Transfer Learning

Rotating Machinery

Fault Diagnosis

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Publications

Ruiqing Sun, Delong Yang, Shaohui Zhang, Qun Hao
Hybrid deep learning and physics-based neural network for programmable illumination computational microscopy. CoRR (2024)
Fei Jiang, Weiqi Lin, Shaohui Zhang, Zhaoqian Wu, Jie Han, Weihua Li
Enhanced domain transfer deep fuzzy echo state network for rotating machinery fault diagnosis based on current signal. Appl. Soft Comput. 165 (2024)
Shaohui Zhang, Lauri Korhonen, Mait Lang, Jan Pisek, Gaston M. Diaz, Ilkka Korpela, Zhongyu Xia, Hanna Haapala, Matti Maltamo
Comparison of Semi-Physical and Empirical Models in the Estimation of Boreal Forest Leaf Area Index and Clumping With Airborne Laser Scanning Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xingchen Liu, Shaohui Zhang, Haiping Huang, Reza Malekian
A trustworthy and reliable multi-keyword search in blockchain-assisted cloud-edge storage. Peer Peer Netw. Appl. 17 (2) (2024)
Jinglun Liang, Qin Liang, Zhaoqian Wu, Haolun Chen, Shaohui Zhang, Fei Jiang
A Novel Unsupervised Deep Transfer Learning Method With Isolation Forest for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (1) (2024)
Shaohui Zhang, Jie Han, Yicong Kuang, Weiqi Lin, Fei Jiang, Zhaoqian Wu
Domain Straight Mapping Method for Fault Classification Based on Drive End Signal. IEEE Trans. Instrum. Meas. 73 (2024)
Zhaoqian Wu, Haolun Chen, Jie Han, Shaohui Zhang, Jinglun Liang, Fei Jiang
Graph Mutual Mapping Transfer Networks for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 20 (1) (2024)
Fei Jiang, Qin Liang, Zhaoqian Wu, Yicong Kuang, Shaohui Zhang, Jinglun Liang
A zero-cost unsupervised transfer method based on non-vibration signals fusion for ball screw fault diagnosis. Knowl. Based Syst. 288 (2024)
Fei Jiang, Weiqi Lin, Zhaoqian Wu, Shaohui Zhang, Zhuyun Chen, Weihua Li
Fault diagnosis of gearbox driven by vibration response mechanism and enhanced unsupervised domain adaptation. Adv. Eng. Informatics 61 (2024)
Ruiqing Sun, Delong Yang, Yao Hu, Qun Hao, Xin Li, Shaohui Zhang
Adaptive coded illumination Fourier ptychography microscopy based on physical neural network. CoRR (2023)
Hongtao Ren, Wenji Zhou, Marek Makowski, Shaohui Zhang, Yadong Yu, Tieju Ma
A multi-criteria decision support model for adopting energy efficiency technologies in the iron and steel industry. Ann. Oper. Res. 325 (2) (2023)
Xingchen Liu, Shaohui Zhang, Haiping Huang, Wenming Wang, Reza Malekian
A Verifiable and Efficient Secure Sharing Scheme in Multiowner Multiuser Settings. IEEE Syst. J. 17 (4) (2023)
Guanfeng Li, Shaohui Zhang, Baolong Mei, Mingliang Xu, Yafei Li
Material Transfer Planning for Huge warship: Modeling, Simulation, and Evaluation. MDM (2022)
Zhe Yang, Jianyu Long, Yanyang Zi, Shaohui Zhang, Chuan Li
Incremental Novelty Identification From Initially One-Class Learning to Unknown Abnormality Classification. IEEE Trans. Ind. Electron. 69 (7) (2022)
Zhipeng Dong, Yucheng Liu, Jianshe Kang, Shaohui Zhang
A Novel Generative Method for Machine Fault Diagnosis. J. Sensors 2022 (2022)
Shaohui Zhang, Cédric Véga, Christine Deleuze, Sylvie Durrieu, Pierre Barbillon, Olivier Bouriaud, Jean-Pierre Renaud
Modelling forest volume with small area estimation of forest inventory using GEDI footprints as auxiliary information. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Ziqiang Pu, Chuan Li, Shaohui Zhang, Yun Bai
Fault Diagnosis for Wind Turbine Gearboxes by Using Deep Enhanced Fusion Network. IEEE Trans. Instrum. Meas. 70 (2021)
Yandong Luo, Jianwen Guo, Zhenpeng Lao, Shaohui Zhang, Xiaohui Yan
Swarm Robot Exploration Strategy for Path Formation Tasks Inspired by Physarum polycephalum. Complex. 2021 (2021)
Zitong Bo, Ying Qiao, Chang Leng, Hongan Wang, Chaoping Guo, Shaohui Zhang
Developing Real-Time Scheduling Policy by Deep Reinforcement Learning. RTAS (2021)
Wentao Zhang, Yucheng Liu, Shaohui Zhang, Tuzhi Long, Jinglun Liang
Error Fusion of Hybrid Neural Networks for Mechanical Condition Dynamic Prediction. Sensors 21 (12) (2021)
Jianyu Long, Shaohui Zhang, Chuan Li
Evolving Deep Echo State Networks for Intelligent Fault Diagnosis. IEEE Trans. Ind. Informatics 16 (7) (2020)
Chuan Li, Shaohui Zhang, Yi Qin, Edgar Estupinan
A systematic review of deep transfer learning for machinery fault diagnosis. Neurocomputing 407 (2020)
Jianyu Long, Zhenzhong Sun, Chuan Li, Ying Hong, Yun Bai, Shaohui Zhang
A Novel Sparse Echo Autoencoder Network for Data-Driven Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Instrum. Meas. 69 (3) (2020)
Jianwen Guo, Jiapeng Wu, Shaohui Zhang, Jianyu Long, Weidong Chen, Diego Cabrera, Chuan Li
Generative Transfer Learning for Intelligent Fault Diagnosis of the Wind Turbine Gearbox. Sensors 20 (5) (2020)
Shaohui Zhang, Zhenzhong Sun, Chuan Li, Diego Cabrera, Jianyu Long, Yun Bai
Deep Hybrid State Network With Feature Reinforcement for Intelligent Fault Diagnosis of Delta 3-D Printers. IEEE Trans. Ind. Informatics 16 (2) (2020)
Shaohui Zhang, Zhenzhong Sun, Man Wang, Jianyu Long, Yun Bai, Chuan Li
Deep Fuzzy Echo State Networks for Machinery Fault Diagnosis. IEEE Trans. Fuzzy Syst. 28 (7) (2020)
Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Yun Bai, Shaohui Zhang, Chuan Li
A robust dynamic scheduling approach based on release time series forecasting for the steelmaking-continuous casting production. Appl. Soft Comput. 92 (2020)
Ya Zhou, Yao Hu, Shanshan Wang, Shaohui Zhang, Yuejin Zhao, Liquan Dong, Yong Song, Qianqian Wang
Jigsaw Cooperative Learning Trials in Optical Graduate Course. TALE (2020)
Diego Cabrera, Adriana Guamán, Shaohui Zhang, Mariela Cerrada, René-Vinicio Sánchez, Juan Cevallos, Jianyu Long, Chuan Li
Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor. Neurocomputing 380 (2020)
Bin Zhang, Shaohui Zhang, Weihua Li
Bearing performance degradation assessment using long short-term memory recurrent network. Comput. Ind. 106 (2019)
Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7 (2019)
Shaohui Zhang, Man Wang, Weihua Li, Jiesi Luo, Zusheng Lin
Deep Learning With Emerging New Labels for Fault Diagnosis. IEEE Access 7 (2019)
Shaohui Zhang, Guocheng Zhou, Ying Wang, Yao Hu, Qun Hao
A Simply Equipped Fourier Ptychography Platform Based on an Industrial Camera and Telecentric Objective. Sensors 19 (22) (2019)
Jianwen Guo, Jiapeng Wu, Zhengzhong Sun, Jianyu Long, Shaohui Zhang
Fault Diagnosis of Delta 3D Printers Using Transfer Support Vector Machine With Attitude Signals. IEEE Access 7 (2019)
Jianyu Long, Zhenzhong Sun, Panos M. Pardalos, Ying Hong, Shaohui Zhang, Chuan Li
A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem. Inf. Sci. 478 (2019)
Shaohui Zhang, Zhenzhong Sun, Jianyu Long, Chuan Li, Yun Bai
Dynamic condition monitoring for 3D printers by using error fusion of multiple sparse auto-encoders. Comput. Ind. 105 (2019)
Ruyi Huang, Yixiao Liao, Shaohui Zhang, Weihua Li
Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. IEEE Access 7 (2019)
Jingjing Zhong, Jianyu Long, Shaohui Zhang, Chuan Li
Flexible Kurtogram for Extracting Repetitive Transients for Prognostics and Health Management of Rotating Components. IEEE Access 7 (2019)
Xialin Li, Li Guo, Shaohui Zhang, Chengshan Wang, Yun Wei Li, Anwei Chen, Yibin Feng
Observer-Based DC Voltage Droop and Current Feed-Forward Control of a DC Microgrid. IEEE Trans. Smart Grid 9 (5) (2018)
Jianyu Long, Ying Hong, Yun Bai, Shaohui Zhang, Zhenzhong Sun
Practical Production Scheduling for Hot Metal Pretreatment-Steelmaking-Continuous Casting Process Involving Preventive Maintenance Consideration. IEEE Access 6 (2018)
Minjun Wang, Zhihui Wang, Shaohui Zhang, Jiayu Luan, Zezhong Jiao
Face Expression Recognition Based on Deep Convolution Network. CISP-BMEI (2018)
Shaohui Zhang, Yuehao Yan, Wei Bao, Mengru Ma, Jiandong Jiang, Shuaiwen Guo
Method for generating switching operation sequence of distribution network in response to 10kV bus voltage loss. ISGT Asia (2017)
Shaohui Zhang, Yuehao Yan, Wei Bao, Shuaiwen Guo, Jiandong Jiang, Mengru Ma
Network topology identification algorithm based on adjacency matrix. ISGT Asia (2017)
Lihui Cen, Ziqiang Wu, Xiaofang Chen, Yanggui Zou, Shaohui Zhang
On Modeling and Constrained Model Predictive Control of Open Irrigation Canals. J. Control. Sci. Eng. 2017 (2017)
Weihua Li, Shaohui Zhang, Subhash Rakheja
Feature Denoising and Nearest-Farthest Distance Preserving Projection for Machine Fault Diagnosis. IEEE Trans. Ind. Informatics 12 (1) (2016)
Shaohui Zhang, Liji Wu, Xiangmin Zhang, Xingjun Wu, Xiangyu Li, Huajun Fang
A Template Attack-Resistant Masking Scheme for RC4 Based on FPGA. CIS (2015)
Qian Lei, Liji Wu, Shaohui Zhang, Xiangmin Zhang, Xiangyu Li, Liyang Pan, Zhimeng Dong
Software Hardware Co-design for Side-Channel Analysis Platform on Security Chips. CIS (2015)
Weihua Li, Shaohui Zhang, Guolin He
Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Shaohui Zhang, Zhanwei Chen
The research of Hilbert R-Tree spatial index algorithm based on hybrid clustering. EMEIT (2011)