• DocumentCode
    2377187
  • Title

    Short-term forecasting of power flows over major transmission interties: Using Box and Jenkins ARIMA methodology

  • Author

    Paretkar, Piyush S. ; Mili, Lamine ; Centeno, Virgilio ; Jin, Kaiyan ; Miller, Crispin

  • Author_Institution
    Enva Inc., a Genscape Co., Boston, MA, USA
  • fYear
    2010
  • fDate
    25-29 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The deregulation of the Electricity sector in US has led to a tremendous increase in the inter-regional wholesale electricity trade between neighboring utilities or regions. Valuable insights into such imports/exports ahead of time have become crucial market intelligence for the various academicians and market players associated with the industry. In this paper, it is demonstrated that the Box-Jenkins SARIMA (Seasonal Auto Regressive Integrated Moving Average) and transfer function methodologies can be successfully employed as the statistical tools for the task of short-term forecasting of the power flows over major transmission interties. The accuracy of this method is illustrated by presenting the example of forecasting the combined power flow over two major transmission interties of the US Pacific Northwest region, namely the Pacific AC intertie and the Pacific DC intertie.
  • Keywords
    autoregressive moving average processes; electric power generation; load flow; load forecasting; power markets; power transmission economics; transfer functions; Box-Jenkins SARIMA; Pacific AC intertie; Pacific DC intertie; US Pacific Northwest region; electricity sector deregulation; inter-regional wholesale electricity trade; major transmission intertie; market intelligence; power flow; seasonal autoregressive integrated moving average process; short-term forecasting; transfer function; Box and Jenkins SARIMA Methodology; Deregulation; Forecasting; Hydropower; Pacific AC Intertie; Pacific DC Intertie; Power Flows; Transfer Function Models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting, 2010 IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1944-9925
  • Print_ISBN
    978-1-4244-6549-1
  • Electronic_ISBN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PES.2010.5589442
  • Filename
    5589442