• DocumentCode
    3570733
  • Title

    Optimal Filter Placement and Sizing Using Ant Colony Optimization in Electrical Distribution System

  • Author

    Alhaddad, Fawaz Masoud ; El-Hawary, Mohamed

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Dalhousie Univ. Halifax, Halifax, NS, Canada
  • fYear
    2014
  • Firstpage
    128
  • Lastpage
    133
  • Abstract
    This paper presents an application of the Ant Colony algorithm for optimizing filter placement and sizing on a radial distribution system to reduce power losses and keep the effective harmonic voltage values and the total harmonic distortion (THD) within prescribed limits. First, a harmonic load flow (HLF) algorithm is performed to demonstrate the effect of harmonic sources on total power loss. Then the Ant Colony algorithm is used in conjunction with HLF to place a selection of filter sizes available at each possible location so that both power loss and THD are minimized. As a result the optimal adjustment of location and size of the filter are determined. Results of computational experiments on standard test systems are presented to demonstrate improvement and effectiveness of using the filters at the optimal location. The methodology used can be easily extended to different distribution network configurations.
  • Keywords
    ant colony optimisation; harmonic distortion; power distribution planning; power harmonic filters; power system harmonics; HLF algorithm; THD; ant colony optimization; distribution network configurations; electrical distribution system; harmonic load flow algorithm; harmonic sources; harmonic voltage values; optimal filter placement; power losses; radial distribution system; total harmonic distortion; Filtering algorithms; Harmonic analysis; Information filtering; Linear programming; Load flow; Power harmonic filters; Ant Colony System (ACS); Harmonic Load Flow (HLF); Radial Distribution Systems (RDS);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Power and Energy Conference (EPEC), 2014 IEEE
  • Type

    conf

  • DOI
    10.1109/EPEC.2014.41
  • Filename
    7051688