• DocumentCode
    3217756
  • Title

    Long tails from the distribution of 23 years of electrical disturbance data

  • Author

    Cornforth, David

  • Author_Institution
    Steel River Estate, CSIRO Energy Technol., Mayfield West, NSW, Australia
  • fYear
    2009
  • fDate
    15-18 March 2009
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    A public access database lists major disturbances in the power network of the USA over the last 23 years. Initial analysis of this data set raised several questions that were subsequently debated but not fully resolved. These questions relate to the seasonal pattern of disturbances, the possibility of an upward trend in the number and severity of disturbances, and the exact form of the distribution of statistics from these data. The latter question relates to the current view, held by some researchers, of the power network as a complex system, and its implications for a deeper understanding of disturbances, especially the catastrophic variety. The work reported here takes advantage of new data that has extended this dataset to cover 23 years of disturbances. We present the first analysis based on this more complete dataset, and using time series breakpoint and statistical analysis, show evidence of seasonal and upwards trends in the statistics of disturbances. While questioning previous assertions about the form of the tails of the distributions for measures of severity, we support the view that the electricity network can be analyzed and understood from a complex systems viewpoint.
  • Keywords
    distribution networks; power system security; time series; data analysis; power distribution networks; public access database; statistical analysis; Power system dynamics; Power system faults; Power system protection; Power system security; Power systems; Probability distribution; Rivers; Safety; Statistical analysis; Statistical distributions; Complexity theory; Power distribution faults; Power system security; Time series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Systems Conference and Exposition, 2009. PSCE '09. IEEE/PES
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4244-3810-5
  • Electronic_ISBN
    978-1-4244-3811-2
  • Type

    conf

  • DOI
    10.1109/PSCE.2009.4840150
  • Filename
    4840150