Dr.Hu Xuan
Lecturer
Background
He is a lecturer at the School of Information Science and Technology, Beijing University of Chemical Technology. He holds a Ph.D. in Control Science and Engineering from Beijing University of Chemical Technology and a postdoctoral fellow at the School of Chemical Engineering, Beijing University of Chemical Technology. He has been engaged in intelligent modeling and energy efficiency optimization of complex chemical processes for a long time. His related achievements have been published in authoritative journals such as IEEE TSMC, TIM, and JPC. He won the first prize of the Science and Technology Achievement Award of the Henan Provincial Department of Education in 2024, the second prize of the Science and Technology Progress Award of the China Petroleum and Chemical Industry Federation in 2023, and presided over the National Natural Science Foundation Youth Project. As a major R&D personnel, he participated in a number of national/provincial and ministerial projects, including the key R&D plan project of the Ministry of Science and Technology and the project of the Science and Technology Department of the Xinjiang Uygur Autonomous Region. He serves as a member of the Network Computing Committee of the Chinese Automation Society.
Research areas
time series prediction, intelligent modeling of complex chemical processes, chemical safety, energy efficiency analysis and optimization. My recent research interest is causal inference.
Main research projects
Research on personnel trajectory representation learning and prediction methods in complex space
Chemical process operation optimization driven by big data network knowledge
Representative works
(1) Xuan Hu; Yongming Han; Zhiqiang Geng ; Novel Trajectory Representation Learning Method and Its Application to Trajectory-User Linking, IEEE Transactions on Instrumentation and Measurement, 2021, 70: 2511309
(2) Xuan Hu; Yongming Han; Bin Yu; Zhiqiang Geng; Jinzhen Fan ; Novel leakage detection and water loss management of urban water supply network using multiscale neural networks, Journal of Cleaner Production, 2020, 278(1): 123611
(3) Xuan Hu; Qiangqian Yu; Yongming Han; Zhiwei Chen; Zhiqiang Geng ; Novel complex-valued long short-term memory network integrating variational mode decomposition for soft sensor, Journal of Process Control, 2023.8, 129(10)
(4) Xuan Hu; Tianyu Zhang; Zhiqiang Geng; Yongming Han ; Noise adaptive filtering model integrating spatio-temporal feature for soft sensor, Expert Systems with Applications, 2023.11, 239(1)
(5) Yongming Han; Zhiyi Li; Xuan Hu; Zhiqiang Geng ; Novel Long Short-Term Memory Model Based on the Attention Mechanism for the Leakage Detection of Water Supply Processes, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024.2