• DocumentCode
    1185622
  • Title

    A Heuristic Meter Placement Method for Load Estimation

  • Author

    Yu, David C. ; Liu, Hongying ; Chiang, H. D.

  • Author_Institution
    Cooper Power Systems; University of Wisconsin-Milwaukee; Comell University, Ithaca, NY
  • Volume
    22
  • Issue
    7
  • fYear
    2002
  • fDate
    7/1/2002 12:00:00 AM
  • Firstpage
    59
  • Lastpage
    59
  • Abstract
    A heuristic method of optimal meter placement for load estimation in distribution systems is presented in this paper. The approach can be used to efficiently find the meter location candidates for load estimation. The meter placement method presented in this paper has a two-stage approach. In the first stage, meters are placed using a heuristic method. In the second stage, the confidence interval is calculated to determine if the meters give satisfactory results when loads vary between the maximum and minimum. Sample system analysis and testing results show the approach is efficient for finding tentative meter locations. Real application constraints such as meter failure backup, availability of space, automated switch locations, and unbalanced systems are also considered. The meter placement method for load estimation can be easily extended to place meters for circuit state estimation.
  • Keywords
    Aging; Artificial neural networks; Load forecasting; Neural networks; Power system modeling; Power system planning; Power system reliability; State estimation; Switches; Weather forecasting; Power distribution planning; heuristic method; load estimation; meter placement;
  • fLanguage
    English
  • Journal_Title
    Power Engineering Review, IEEE
  • Publisher
    ieee
  • ISSN
    0272-1724
  • Type

    jour

  • DOI
    10.1109/MPER.2002.4312411
  • Filename
    4312411