Masterclass with Professor Hak Keung Lam
- 19 July 2017, 10am-12pm
- Institute of Advanced Studies, UWA
- Postgraduate Students, Early Career Researchers, Academics, Professional Researchers
An Overview to Fuzzy-Model-Based Control
A masterclass with A masterclass with Professor Hak Keung Lam, Department of Informamtics, King’s College London.
This masterclass gives an overview of the fuzzy-modelbased control systems with emphasis on stability analysis, in particular for the issues of relaxation of stability analysis results. The development of FMB control from the concept of fuzzy logic first proposed in 1965 and early stage of fuzzymodel-free control ideas to the state-of-the-art FMB control system analysis will be presented as a start. It then walks through the beauty of fuzzy-model-free control to the advance of fuzzy-model-based control. Professor Lam will then present his notion on the partially/imperfectly premise matching and membership-function-dependent analysis, which bring the stability analysis of fuzzy-model-based control system to another level from the point of view on applicability, practicality, design issues and relaxation of stability analysis. In short, the design constraints and conservativeness of stability analysis are alleviated compared with the traditional approach. Various practical applications will be demonstrated in support of the claims.
Professor Hak Keung Lam received the B.Eng. (Hons.) and Ph.D. degrees from the Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong, in 1995 and 2000, respectively. During the period of 2000 and 2005, he worked with the Department of Electronic and Information Engineering at The Hong Kong Polytechnic University as PostDoctoral Fellow and Research Fellow respectively. He joined as a Lecturer at King’s College London in 2005 and is currently a Reader. His current research interests include intelligent control and computational intelligence. He has served as a program committee member, international advisory board member, invited session chair and publication chair for various international conferences and a reviewer for various books, international journals and international conferences. He is an associate editor for IEEE Transactions on Fuzzy Systems, IEEE Transactions on Circuits and Systems II: Express Briefs, IET Control Theory and Applications, International Journal of Fuzzy Systems and Neorocomputing; and guest editor for a number of international journals. He is a coeditor of two edited volumes: Control of Chaotic Nonlinear Circuits (World Scientific, 2009) and Computational Intelligence and Its Applications (World Scientific, 2012), and author/coauthor of three monographs: Stability Analysis of Fuzzy-Model-Based Control Systems (Springer, 2011), Polynomial Fuzzy Model Based Control Systems (Springer, 2016) and Analysis and Synthesis for Interval Type-2 Fuzzy-Model-Based Systems (Springer, 2016).
This masterclass is jointly organised by the UWA Institute of Advanced Studies and the Complex Data Modeling Engineering for Remote Operations (ERO) group, UWA Faculty of Engineering and Mathematical Sciences.