• DocumentCode
    769639
  • Title

    A fuzzy linear programming approach to the reactive power/voltage control problem

  • Author

    Tomsovic, Kevin

  • Author_Institution
    Inst. of Electr. Eng., Nat. Cheung Kung Univ., Tainan, Taiwan
  • Volume
    7
  • Issue
    1
  • fYear
    1992
  • fDate
    2/1/1992 12:00:00 AM
  • Firstpage
    287
  • Lastpage
    293
  • Abstract
    The integration of traditional and heuristic techniques is considered for the reactive power/voltage control program. The steady-state reactive power problem is addressed. Fuzzy sets are used to modify the linear programming (LP) approach to voltage control and to incorporate some heuristic concepts of the expert system approach. Multiple objectives and soft constraints are modeled using fuzzy sets. Piecewise linear convex membership functions for the fuzzy sets are defined. Under this definition, the fuzzy optimization problem is reformulated as a standard linear programming problem. The objective function represents the compromise among the original competing objectives and the soft constraints. In addition, discrete constraints are considered. Numerical examples demonstrate the approach
  • Keywords
    fuzzy set theory; linear programming; power control; power system control; reactive power; voltage control; discrete constraints; expert system; fuzzy linear programming; fuzzy optimization problem; fuzzy sets; heuristic techniques; piecewise linear convex membership functions; reactive power control; soft constraints; voltage control; Artificial intelligence; Expert systems; Fuzzy control; Fuzzy sets; Linear programming; Power engineering and energy; Power system modeling; Reactive power control; Steady-state; Voltage control;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/59.141716
  • Filename
    141716