• DocumentCode
    771663
  • Title

    Fuzzy modelling of power system optimal load flow

  • Author

    Miranda, V. ; Saraiva, J.T.

  • Author_Institution
    Porto Univ., Portugal
  • Volume
    7
  • Issue
    2
  • fYear
    1992
  • fDate
    5/1/1992 12:00:00 AM
  • Firstpage
    843
  • Lastpage
    849
  • Abstract
    A fuzzy model for power system operation is presented. Uncertainties in loads and generations are modeled as fuzzy numbers. System behavior under known, while uncertain, injections in dealt with by a DC fuzzy power flow model. System optimal, while uncertain, operation is calculated with linear programming procedures where the problem´s nature and structure allow some efficient techniques such as Dantzig Wolfe decomposition and dual simplex to be used. Among the results, a fuzzy cost value for system operation and possibility distributions for branch power flows and power generations are obtained. Some risk analysis is possible, as system robustness and exposure indices can be derived and hedging policies can be investigated
  • Keywords
    fuzzy set theory; linear programming; load flow; power systems; Dantzig Wolfe decomposition; branch power flows; dual simplex; fuzzy model; hedging policies; linear programming; load uncertainty; optimal operation; power generation; power system operation; power system optimal load flow; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Linear programming; Load flow; Power generation; Power generation economics; Power system modeling; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/59.141794
  • Filename
    141794