Plenary Lecture
Computational Intelligence Techniques in Solving Power System Problems
Associate Professor Ismail Musirin
Centre of Electrical Power Engineering Studies (CEPES)
Faculty of Electrical Engineering
Universiti Teknologi MARA
Malaysia
E-mail: i_musirin@yahoo.co.uk
Abstract: This plenary lecture presents the application of
computational intelligence techniques in solving power system problems. In
power system, the transmission grid network is normally very large and bulky;
therefore the on-line study is normally not recommended due to their
complexity. In order to solve this, offline study is the most recommended
technique; representing the system models into their mathematical relationship
and solve them using any optimization techniques. Amongst the popular
computational intelligence techniques are Genetic Algorithm (GA), Evolutionary
Programming (EP), Artificial Immune System (AIS), Particle Swarm Optimization
(PSO) and Ant Colony Optimization Technique (ACO). In this lecture, the
applications of EP, AIS, PSO and ACO in solving various power system
optimization problems will be addressed, such as; maximum loadability
identification for power system load, reactive power planning schemes and
economic power dispatch. In maximum loadability identification, the maximum
permissible load is optimized for several selected load buses; which allows
the power system operators to identify the weak and secure buses in the
system. Reactive power planning is a scheme used to alleviate voltage limit in
a system through voltage stability improvement technique and/or loss
minimization. Implementations on reliability test systems revealed their
feasibility for further implementation on practical systems. On the other
hand, economic power dispatch is used to determine the amount of power to be
dispatched by the generators within the acceptable economic constraints.
Comparative studies of various optimization techniques highlighted the most
suitable computational intelligence optimization techniques for a particular
power system problem.
Brief Biography of the Speaker:
Assoc. Prof. Dr. Ismail Musirin is currently the Chair, Centre of Electrical
Power Engineering Studies (CEPES), Faculty of Electrical Engineering,
Universiti Teknologi MARA, Shah Alam, Selangor, Malaysia. He received Bachelor
of Electrical Engineering (Hons) from University of Technology Malaysia (UTM)
in 1990, MSc in Pulsed Power Technology from University of Strathclyde, United
Kingdom and PhD in Electrical Engineering from Universiti Teknologi MARA (UiTM)
in 2005. As of now, he has initiated the 1st International Power Engineering
and Optimization Conference (PEOCO) held in June, 2007. The 2nd PEOCO2008 was
organized in June 2008 and 3rd PEOCO will be organized in June 2009, where he
is the organizing chair. He has reviewed numerous technical papers for
publication in the IEEE transactions and conferences, IET journals, WSEAS
transactions and conferences and several conferences and journals. He has
published more than 100 technical papers in the international journals and
conferences. His research interest includes computational intelligence, power
system optimizations, voltage stability studies, loss minimizations, reactive
power control schemes and computational mathematics. |