Title :
A Modified Particle Swarm Optimizer for the Coordination of Directional Overcurrent Relays
Author :
Mansour, Mohamed M. ; Mekhamer, Said F. ; El-Kharbawe, Nehad El-Sherif
Author_Institution :
Ain Shams Univ., Cairo
fDate :
7/1/2007 12:00:00 AM
Abstract :
The coordination of directional overcurrent relays (DOCR) is treated in this paper using particle swarm optimization (PSO), a recently proposed optimizer that utilizes the swarm behavior in searching for an optimum. PSO gained a lot of interest for its simplicity, robustness, and easy implementation. The problem of setting DOCR is a highly constrained optimization problem that has been stated and solved as a linear programming (LP) problem. To deal with such constraints a modification to the standard PSO algorithm is introduced. Three case studies are presented, and the results are compared to those of LP technique to demonstrate the effectiveness of the proposed methodology.
Keywords :
linear programming; overcurrent protection; particle swarm optimisation; power system protection; power system relaying; constrained optimization problem; directional overcurrent relays; linear programming problem; modified particle swarm optimizer; optimal coordination; particle swarm optimization; power system protection; swarm intelligence; Artificial intelligence; Constraint optimization; Evolutionary computation; Linear programming; Particle swarm optimization; Power system interconnection; Power system protection; Protective relaying; Relays; Robustness; Optimal coordination; particle swarm optimization; power system protection; swarm intelligence;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2007.899259