2025年5月9日学术报告II

报告题目: Data driven modelling and control of complex systems - my approaches

报告人：Quanmin Zhu（朱全民）  University of the West of England, Bristol, UK

邀请人：熊伟丽，丁锋

时间：2025年5月9日上午10：30-11：30

地点：物联网工程学院C317

Abstract:

My research vision and method have focused on providing concise solutions to the complex problems with academic understanding and potential applications. The bullet points include

1) Data driven modelling to replace physical models.

2) Linear approaches in parameter estimation.

3) Model validation via higher order correlation and multi-dimensional correlation analysis.

4) Integration of modelling and control.

5) Future research topics.

Speaker: Quanmin Zhu. He is a Professor in control systems at the School of Engineering, University of the West of England, Bristol, UK. He obtained his MSc in Harbin Institute of Technology, China in 1983 and PhD in Faculty of Engineering, University of Warwick, UK in 1989. His main research interest is in nonlinear system modelling, identification, and control. He has published over 300 papers on these topics, edited various books with Springer, Elsevier, and the other publishers, and provided consultancy to various industries. Currently Professor Zhu is acting as the Editor of Elsevier book series of Emerging Methodologies and Applications in Modelling, Identification and Control, and the associate editor of Frontiers in Control Engineering.