• DocumentCode
    3394224
  • Title

    Distribution service restoration with DGs based on multi-agent immune algorithm

  • Author

    Li, X.D. ; Xu, Y.Q. ; Zhang, L.

  • Author_Institution
    Dept. of Electr. Eng., North China Electr. Power Univ., Baoding, China
  • Volume
    1
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In terms of the distribution system with distributed generators especially considering the operation of microgrid (MG) composed of distributed generation (DG) and loads, the model based on multi-agent immune algorithm is proposed to solve the service restoration problem in the event of a large-scale blackout in a power distribution network with DGs. The antibodies are coded according to the method of `random tree´ to avoid lots of unfeasible solutions. High-Frequency method is introduced as the mutation operation of antibodies. In the process of searching for the best solution, antigens were changed dynamically in order to get the best solution as quickly as possible. At last, the calculation example manifests the efficiency and quickness of the multi-agent immune algorithm.
  • Keywords
    distributed power generation; power grids; distributed generation; distribution service restoration; high-frequency method; large-scale blackout; microgrid; multiagent immune algorithm; power distribution network; random tree method; Artificial intelligence; Distributed control; Genetic algorithms; Genetic mutations; Intelligent transportation systems; Load modeling; Power electronics; Power system modeling; Power system restoration; Switches; distributed generation; distribution system; genetic algorithm; microgrid; multi-agent immune algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-4544-8
  • Type

    conf

  • DOI
    10.1109/PEITS.2009.5407060
  • Filename
    5407060