1. Coordination of Overcurrent Relays Using New Two Step Algorithms, a Comparative Study Versus Classic Optimization Algorithms.
- Author
-
Yengejeh, Hadi Hosseinian, Aghdam, Hossein Nasir, and Abyaneh, Hossein Askarian
- Subjects
ELECTRIC relays ,SEARCH algorithms ,PARTICLE swarm optimization ,GENETIC algorithms ,COMPARATIVE studies - Abstract
In this paper in order to determine the abilities and limitations of each random search algorithm for solving overcurrent (O/C) relay coordination problem, a comprehensive comparison is made. The algorithms which are chosen for the comparison are; Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Immune Genetic Algorithm (IGA) and some two two step mentioned algorithms. The convergence speed and convergence reliability have been compared. Variation of convergence speed and the number of points that each algorithm explore to reach global optimum point have been also investigated. To consider equal condition, all of the algorithms programs have been run in same computer (Pentium III 3.0 GHz). Important and effective parameters of algorithms such as population size and initial populations range in the algorithms have been assumed identical. The algorithms abilities have been tested on two case studies, namely the 8 bus distribution network and 8 buss transmission systems. It will be shown that solving the coordination problem using some of the two step methods such as IGA-GA can be faster than the others. From reliability of convergence viewpoint PSO have had best performance. Success of other algorithms in this problem solving, from various aspects have been ranked. [ABSTRACT FROM AUTHOR]
- Published
- 2011