• DocumentCode
    1545419
  • Title

    Optimal capacitor placement in radial distribution networks

  • Author

    Gallego, Ramon A. ; Monticelli, Alcir José ; Romero, Rubén

  • Author_Institution
    UTP, Pereira, Colombia
  • Volume
    16
  • Issue
    4
  • fYear
    2001
  • fDate
    11/1/2001 12:00:00 AM
  • Firstpage
    630
  • Lastpage
    637
  • Abstract
    The capacitor placement (replacement) problem for radial distribution networks determines capacitor types, sizes, locations and control schemes. Optimal capacitor placement is a hard combinatorial problem that can be formulated as a mixed integer nonlinear program. Since this is a NP complete problem (nonpolynomial time) the solution approach uses a combinatorial search algorithm. The paper proposes a hybrid method drawn upon the Tabu Search approach, extended with features taken from other combinatorial approaches such as genetic algorithms and simulated annealing, and from practical heuristic approaches. The proposed method has been tested in a range of networks available in the literature with superior results regarding both quality and cost of solutions
  • Keywords
    combinatorial mathematics; genetic algorithms; integer programming; nonlinear programming; power capacitors; power distribution planning; search problems; Tabu Search approach; combinatorial problem; combinatorial search algorithm; genetic algorithms; mixed integer nonlinear programming; power capacitor placement optimisation; radial distribution networks; simulated annealing; Capacitors; Circuits; Genetic algorithms; Intelligent networks; Optimal control; Piecewise linear techniques; Polynomials; Simulated annealing; Size control; Voltage;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/59.962407
  • Filename
    962407