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Visiting Speaker: Prof Kit Po Wong
Enhanced Evolutionary Programming For Optimal
Reactive Power Flow Problem
Speaker: Professor Kit Po Wong, Department of Electrical Engineering, The Hong Kong Polytechnic University When: 12.00PM, Thu 30 Jun 2005 Venue: 78-420 Host: Dr Z.Y. Dong Abstract: Many conventional gradient-based algorithms have been used to solve the power system optimization problems. However, their common disadvantages are a) requiring continuous and differentiable objective functions, b) easy to be trapped into local minimum, and c) difficult to handle discrete control variables. To overcome these disadvantages, more flexible evolutionary algorithms including genetic algorithm, evolutionary strategy, evolutionary programming and particle swarm optimization have been studied since mid-1990s. Some works have recently been performed in the Computational Intelligence Applications Research Laboratory (CIARLab) in the Department of Electrical Engineering at HKPolyU on the applications of evolutionary algorithms in power system optimization problems. In this seminar, a comprehensive study on some recently developed evolutionary programming techniques for the ORPF flow problem carried out at CIARLab will first be presented. It then describes how by comparing the performances of four control schemes of the strategy parameter (CSSPs) of evolutionary programming, two principles for designing effective CSSPs can be identified and used to develop two improved CSSPs. Performance studies of the improved evolutionary programming methods conducted on the IEEE 14-, 30- and 118-bus test systems will also be described. Biography: Professor Kit Po Wong obtained M.Sc, Ph.D. and the Higher Doctorate DEng degrees from the University of Manchester, Institute of Science and Technology, in 1972, 1974 and 2001 respectively. Prof. Wong was with The University of Western Australia since 1974 and joined The Hong Kong Polytechnic University in 2002 as Chair Professor and Head of Department of Electrical Engineering. Prof. Wong received three Sir John Madsen Medals (1981, 1982 and 1988) from the Institution of Engineers Australia, the 1999 Outstanding Engineer Award from IEEE Power Chapter Western Australia and the 2000 IEEE Third Millennium Award. He has published numerous papers in power system protection, stability, electromagnetic transient evaluations and artificial intelligence applications in power. His recent research interests include evolutionary computation applications to power system planning, operations and power market analysis. Professor Wong has involved in organising many international power conferences and was General Chair of IEE APSCOM 2004 and IEEE PowerCon 2000, and is the Local Chair of the IEEE IAS General Meeting 2005. He is a Technical Co-Chair of the IEEE ICMLC 2004 conference. He is an Honorary Editor of IEE Proceedings in Generation, Transmission and Distribution and Editor (Electrical) of the Transactions of Hong Kong Institution of Engineers. Prof. Wong is a Fellow of IEEE, IEE, IEAust and HKIE. |
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