Seminar

Engineering Research Seminar Series 16, 2012: Experiment Design for System Identification

Dr Tan Ai Hui, Associate Professor from Multimedia University


Date: 2012-07-18
Time: 14:00 to 15:00
Venue: Classroom 9-3-03


Abstract

Good experiment design is key to successful identification test, as it will determine the quality of data collected from an experiment. Some basic considerations in experiment design will be presented. The main classes of perturbation signals and their properties will be discussed. These include fixed spectrum signals, computer-optimized signals and hybrid signals. The factors which should be taken into account when selecting suitable perturbations signals will be explained. Finally, the concepts are illustrated through an application example on a cooling system.

About the Speaker

Dr Tan Ai Hui graduated with first class honours in Electronic Engineering from the University of Warwick, U.K. in 1999. She was awarded a Ph.D. in 2002 for research done in the Systems Modelling and Simulation Research Group at the University of Warwick. Her research interests are in the fields of system identification, in particular the effects of nonlinearities on process models, and of control. She is currently Deputy Dean and Associate Professor at the Faculty of Engineering, Multimedia University, Cyberjaya, Malaysia. She has served as a member of the International Federation of Automatic Control (IFAC) Technical Committee on Modelling, Identification and Signal Processing since December 2005. She was a recipient of IEE Institution Prize 1999. She has published more than 25 papers in IEEE, IET or IFAC affiliated journals.