• DocumentCode
    1504105
  • Title

    A Plant Growth-Based Optimization Approach Applied to Capacitor Placement in Power Systems

  • Author

    Huang, Shyh-Jier ; Liu, Xian-Zong

  • Author_Institution
    Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    27
  • Issue
    4
  • fYear
    2012
  • Firstpage
    2138
  • Lastpage
    2145
  • Abstract
    This paper proposes a plant growth-based optimization approach for capacitor placement in power systems. The method characterizes the growth mechanism of a plant phototropism, where a larger morphactin concentration of a node indicates a higher probability of new branch growth. The growth of a plant phototropism is mimicked in a function optimization process that is useful for capacitor placement. Through this capacitor allocation, the line loss and carbon dioxide emissions of the grid can be both reduced. The proposed method is validated using example grids and a part of the Taipower Company system. Test results confirm the feasibility of the method.
  • Keywords
    air pollution; capacitors; losses; optimisation; power grids; probability; Taipower Company system; branch growth probability; capacitor allocation; capacitor placement; carbon dioxide emissions; function optimization process; line loss; morphactin concentration; plant growth-based optimization approach; plant phototropism; power systems; Capacitors; Carbon dioxide; Heuristic algorithms; Optimization; Reactive power; Resource management; Capacitor placement; carbon dioxide emission; optimization; plant growth;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2012.2192944
  • Filename
    6190754