• DocumentCode
    2671939
  • Title

    Fuzzy Guided Constructive Heuristic Applied to Transmission System Expansion Planning

  • Author

    Sousa, Aldir S. ; Asada, Eduardo N.

  • Author_Institution
    Sao Carlos Sch. of Eng., Univ. of Sao Paulo, Sao Carlos, Brazil
  • fYear
    2009
  • fDate
    8-12 Nov. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This work presents a constructive heuristic algorithm that uses fuzzy decision making to solve the transmission system expansion planning problem. The fuzzy system is used as a guide to circumvent some critical problems found in constructive heuristics that employ sensitivity index. The sensitivity index is derived from the resolution of relaxed models, and works as a guide to circuit addition. The heuristic presented in this paper is based on the well known branch-and-bound algorithm. Fuzzy decision making is used to decide the instant to divide the problem into two new subproblems. Tests have been conducted with part of real Brazilian systems in order to verify the efficiency of the proposed method.
  • Keywords
    decision making; fuzzy set theory; power transmission planning; sensitivity analysis; tree searching; Brazilian systems; branch-and-bound; fuzzy decision making; fuzzy guided constructive heuristic algorithm; sensitivity index; transmission system expansion planning; Circuits; Decision making; Energy management; Fuzzy systems; Heuristic algorithms; Load flow; Load modeling; Mathematical model; Power system management; Power system planning; Constructive Heuristic Algorithm; Fuzzy Decision Making; Transmission system expansion planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Applications to Power Systems, 2009. ISAP '09. 15th International Conference on
  • Conference_Location
    Curitiba
  • Print_ISBN
    978-1-4244-5097-8
  • Type

    conf

  • DOI
    10.1109/ISAP.2009.5352914
  • Filename
    5352914