• DocumentCode
    724028
  • Title

    Distribution network reconstruction based on improved ant colony algorithm of directional pheromones

  • Author

    Wang Hui ; Zhao Liang ; Wang Wei ; Zhou Fei-fan ; Ji Xiu ; Zhang Hong

  • Author_Institution
    Sch. of Electr. Eng. & Inf. Technol., Changchun Inst. of Technol., Changchun, China
  • fYear
    2015
  • fDate
    23-25 May 2015
  • Firstpage
    1243
  • Lastpage
    1247
  • Abstract
    Distribution Network Reconfiguration had important significance for the safe operation of distribution network. To solve the problem, an improved ant colony algorithm was proposed to solve the distribution network reconfiguration. a new pheromone update strategy and slip selection strategy with the factor exploration rate were given, it promoted convergence speed and control accuracy of ant colony algorithm and prevent the algorithm falling into local optimum. Finally, the improved algorithm was simulated to solve distribution network reconfiguration, Simulation results show that the improved ant colony algorithm was applied effectively with fast convergence rate and could obtain optimum solution to solve the problem of distribution network reconfiguration.
  • Keywords
    ant colony optimisation; distribution networks; directional pheromones; distribution network reconstruction; factor exploration rate; improved ant colony algorithm; Algorithm design and analysis; Artificial intelligence; Convergence; Power systems; Probability; Resistance; Simulation; Distribution network reconstruction; directional pheromones; improved ant colony algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2015 27th Chinese
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4799-7016-2
  • Type

    conf

  • DOI
    10.1109/CCDC.2015.7162108
  • Filename
    7162108