• DocumentCode
    1227252
  • Title

    Distribution system performance evaluation accounting for data uncertainty

  • Author

    Nahman, Jovan ; Peric, Dragoslav

  • Author_Institution
    Univ. of Belgrade, Yugoslavia
  • Volume
    18
  • Issue
    3
  • fYear
    2003
  • fDate
    7/1/2003 12:00:00 AM
  • Firstpage
    694
  • Lastpage
    700
  • Abstract
    The effects of uncertain input data on the performance evaluation of a distribution system are analyzed. A criterion is introduced for assessing the grade of uncertainty of the results obtained in the calculation of maximum loads, voltage drops, energy losses, and characteristic reliability indices of a network if some input parameters are only guesses based on limited experience, measurements, and/or statistical data. Reasonable outputs bounds are determined based upon the shape of the function measuring the uncertainty. High uncertainty of a result obtained indicates that a re-examination of relevant uncertain input data would be recommendable for a more precise quantification. The method proposed is applied to a real life example for illustration.
  • Keywords
    fuzzy set theory; power distribution planning; 10 kV; characteristic reliability indices; data uncertainty; distribution system performance evaluation; distribution system planning; energy losses; fuzzy mathematics; limited experience; maximum loads calculation; outputs bounds; performance evaluation; statistical data; voltage drops; Energy loss; Fuzzy logic; Fuzzy systems; Performance analysis; Power system modeling; Power system reliability; Shape measurement; System performance; Uncertainty; Voltage;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2003.813868
  • Filename
    1208343