• DocumentCode
    1043758
  • 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
  • Volume
    22
  • Issue
    3
  • fYear
    2007
  • fDate
    7/1/2007 12:00:00 AM
  • Firstpage
    1400
  • Lastpage
    1410
  • 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;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2007.899259
  • Filename
    4265696