• DocumentCode
    1715318
  • Title

    Radial network reconfiguration method in distribution system using mutation Particle Swarm Optimization

  • Author

    Sawa, T.

  • Author_Institution
    Hitachi Res. Lab., Hitachi, Ltd., Hitachi, Japan
  • fYear
    2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    We present a new particle swarm optimization (PSO) for optimal radial network reconfiguration. Network reconfiguration is a combinatorial problem. The combination of search space increases exponentially with the number of switches. Fixed loop coding structure is introduced to reduce the number of combinations. The feature of this method is to introduce mutation operation for discrete decimal problem to PSO. This method, discrete decimal PSO with mutation (DDM-PSO), is applied to a test system with 37 nodes and 63 branches. The proposed method improves the maximum arrival number at the optimal solution from 8 to 17 compared to PSO without mutation in twenty trials. This number of DDM-PSO is also more than that of GA, 10. These results show the effectiveness of our method.
  • Keywords
    distribution networks; particle swarm optimisation; combinatorial problem; distribution network; distribution system; fixed loop coding structure; genetic algorithms; mutation particle swarm optimization; radial network reconfiguration method; Genetic algorithms; Genetic mutations; Large-scale systems; Minimization methods; Particle swarm optimization; Power system management; Power system reliability; Power system restoration; Switches; System testing; Genetic algorithms; Particle swarm optimization; combinatorial problem; distribution network; loss minimization; mutation; radial network; reconfiguration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    PowerTech, 2009 IEEE Bucharest
  • Conference_Location
    Bucharest
  • Print_ISBN
    978-1-4244-2234-0
  • Electronic_ISBN
    978-1-4244-2235-7
  • Type

    conf

  • DOI
    10.1109/PTC.2009.5281827
  • Filename
    5281827