• DocumentCode
    473375
  • Title

    Application of a new hybrid optimization method for optimum distribution capacitor planning

  • Author

    Seifi, A.R. ; Hesamzadeh, M.R. ; Hosseinzadeh, N. ; Wolfs, P.

  • fYear
    2007
  • fDate
    3-6 Dec. 2007
  • Firstpage
    70
  • Lastpage
    74
  • Abstract
    This work presents a new algorithm based on a combination of fuzzy (FUZ), dynamic programming (DP), and genetic algorithm (GA) approach for capacitor allocation in distribution feeders. The problem formulation considers two distinct objectives related to total cost of power loss and total cost of capacitors including the purchase and installation costs. The novel formulation is a multi-objective and non-differentiable optimization problem. The proposed method of this article uses fuzzy reasoning for sitting of capacitors in radial distribution feeders, DP for sizing and finally GA for finding the optimum shape of membership functions which are used in fuzzy reasoning stage. The proposed method has been implemented in a software package and its effectiveness has been verified through a 9-bus radial distribution feeder for the sake of conclusions supports. A comparison has been done among the proposed method of this paper and similar methods in other research works that shows the effectiveness of the proposed method of this paper for solving optimum capacitor planning problem.
  • Keywords
    dynamic programming; fuzzy reasoning; genetic algorithms; power capacitors; power distribution lines; power engineering computing; software packages; 9-bus radial distribution feeder; capacitor allocation; dynamic programming; fuzzy approach; fuzzy reasoning; genetic algorithm; hybrid optimization method; installation costs; membership functions; multiobjective optimization; nondifferentiable optimization; optimum capacitor planning problem; optimum distribution capacitor planning; purchase costs; software package; Capacitors; Optimization methods; Power engineering; Capacitor planning; Dynamic programming; Fuzzy logic method; Genetic Algorithm; Radial Distribution feeder;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Engineering Conference, 2007. IPEC 2007. International
  • Conference_Location
    Singapore
  • Print_ISBN
    978-981-05-9423-7
  • Type

    conf

  • Filename
    4510003