Special Session 5: Robust State Estimation and Intelligent Control of Complex Systems 复杂系统的稳健状态估计与智能控制
Introduction: With the rapid development of industry 4.0, smart energy, unmanned systems and other fields, robust state estimation and intelligent control of complex systems present key challenges due to inherent uncertainties, nonlinear dynamics, and time-varying parameters that limit traditional methods.
The integration of data-driven and model-based approaches remains difficult due to data quality issues and adaptation requirements.
Computational complexity creates real-time implementation barriers in large-scale applications, while ensuring safety and generalization across diverse operating conditions demands careful balance.
These challenges call for innovative solutions that simultaneously address estimation accuracy, control stability, computational efficiency, and safety in uncertain environments.
Organizers
Xinyu Zhang 张新雨
Xi'an University of Technology, China 西安理工大学
Biodata: Xinyu Zhang is an
Associate Professor with Xi’an University of Technology,
IEEE Member, CIS Senior Member. His research interests
include Industrial parameter detection technology and
estimation theory, adaptive filtering and multi-objective
optimization. He has published more than 30 papers on IEEE
Transactions on Instrumentation and Measurement, IEEE
Sensors Journal, Acta Automatic Sinica, Chinese Journal of
Scientific Instrument, patented 11 inventions, and won 2
Science and Technology Awards of Chinese Association of
Automation. He serves as a Reviewer for the IEEE
Transactions on Industrial Informatics, IEEE Transactions on
Instrumentation and Measurement, International Journal of
Electronics and Control Theory & Application and so on.
张新雨,西安理工大学自动化与信息工程学院副教授,IEEE会员,中国仪器仪表学会高级会员。主要从事工业参量检测技术与估计理论、自适应滤波、多目标优化等方面的研究。主持国家自然科学基金等多项国家级项目,并在《IEEE
Transactions on Instrumentation and Measurement》、《IEEE
Sensors
Journal》、《自动化学报》和《仪器仪表学报》等学术期刊发表论文30余篇,授权了11项发明专利,获中国自动化学会技术发明奖一等奖1项,中国自动化学会科学技术进步奖二等奖1项。现为《IEEE
Transactions on Industrial Informatics》、《IEEE Transactions
on Instrumentation and Measurement》、《IEEE Sensors
Journal》、《International Journal of
Electronics》和《控制理论与应用》等期刊审稿人。
Xinghua Liu 刘兴华
Xi'an University of Technology, China 西安理工大学
Biodata: Xinghua Liu (Senior Member, IEEE) received the B.S. degree from Jilin University, Changchun, China, in 2009, and the Ph.D. degree in Automation from the University of Science and Technology of China, Hefei, China, in 2014. From 2014 to 2015, he was a Visiting Fellow with RMIT University, Melbourne, VIC, Australia. From 2015 to 2018, he was a Research Fellow with the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. He has been a Professor with the Xi’an University of Technology, Xi’an, China, since September 2018. He has published more than 90 SCI-indexed papers, including more than 50 papers published in IEEE Transactions journals and top journals of Power and Energy. His research interests include state estimation and control, intelligent systems, autonomous vehicles, cyber–physical systems, and robotic systems.