Dr. Qun-Xiong Zhu

Time：2023-06-26Views：16

Dr. Qun-Xiong Zhu

Professor, PhD Supervisor,

Email: zhuqx@mail.buct.edu.cn


Background                                                                  

Prof. Zhu received the Ph.D. degree in Control Science and Engineering from the College of Information Science and Technology, BUCT in 1996. Currently, he is a Professor at the Department of Automation. His research interests include fault diagnosis, process modeling, soft sensor, machine learning, and computational intelligence, and has published over 400 academic papers in related field. He is the Director of the Engineering Research Center of Intelligent Process Systems Engineering, Ministry of Education; CAA Fellow; Director of the Chinese Chemical Society, and the Chairman of the Beijing Association of Automation. He has led over 40 projects, including key R&D programs of the National Natural Science Foundation of China, key projects of the Ministry of Education, and key projects of China Petrochemical Corporation and China National Petroleum Corporation.


Research Interest

  • Computational intelligence and industrial application

  • Process modeling and system optimization

  • Fault diagnosis and alarm system design

  • Virtual reality and digital twin

Memberships

  • Director of the Engineering Research Center of Intelligent Process Systems Engineering, Ministry of Education

  • CAA Fellow

  • Chairman of the Beijing Association of Automation

  • Standing Committee Member of the Beijing Association for Science and Technology

  • Deputy Director of the Process Control Professional Committee of the Chinese Association of Automation


Teaching Assignment                                   

Undergraduate Teaching

  1. Visual Basic Language Programming Design


Postgraduate Teaching

  1. Artificial Neural Network

  2. Intelligent Systems and Intelligent Control


Recent Publications                                   

  1. Ning Zhang, Yuan Xu, Qun-Xiong Zhu*, and Yan-Lin He.Farthest-Nearest Distance Neighborhood and Locality Projections Integrated with Bootstrap for Industrial Process Fault Diagnosis,IEEE Transactions on Industrial Informatics, 2023, 19(5), 6284-6294.

  2. Ning Zhang, Ye Tian, Xin-Wei Wang, Yuan Xu, Qun-Xiong Zhu*, Yan-Lin He. Novel Bootstrap-Based Discriminant NPE Integrated with Orthogonal LPP for Fault Diagnosis, IEEE Transactions on Instrumentation and Measurement, 2023, 72, 3506309.

  3. Yan-Lin He, Kun Li, Li-Long Liang, Yuan Xu, and Qun-Xiong Zhu*. Novel Discriminant Locality Preserving Projection Integrated with Monte Carlo Sampling for Fault Diagnosis, IEEE Transactions on Reliability, 2023, 72(1): 166-176.

  4. Ning Zhang, Yuan Xu, Qun-Xiong Zhu*, and Yan-Lin He. Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes, IEEE Transactions on Reliability, 2023, 72(1): 204-213.

  5. Yan-Lin He, Lei Chen, Yuan Xu, Qun-Xiong Zhu*, and Shan Lu. A New Distributed Echo State Network Integrated with an Auto-Encoder for Dynamic Soft Sensing, IEEE Transactions on Instrumentation and Measurement, 2023, 72, 2500308.