• DocumentCode
    1897440
  • Title

    Economic impacts of advanced weather forecasting on energy system operations

  • Author

    Zavala, Victor M. ; Constantinescu, Emil M. ; Anitescu, Mihai

  • Author_Institution
    Math. & Comput. Sci. Div., Argonne Nat. Lab., Argonne, IL, USA
  • fYear
    2010
  • fDate
    19-21 Jan. 2010
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    We analyze the impacts of adopting advanced weather forecasting systems at different levels of the decision-making hierarchy of the power grid. Using case studies, we show that state-of-the-art numerical weather prediction (NWP) models can provide high-precision forecasts and uncertainty information that can significantly enhance the performance of planning, scheduling, energy management, and feedback control systems. In addition, we assess the forecasting capabilities of the Weather Research and Forecast (WRF) model in several application domains.
  • Keywords
    decision making; energy management systems; power grids; power system economics; weather forecasting; decision-making hierarchy; economic impacts; energy management; energy system operations; feedback control systems; numerical weather prediction model; power grid; weather research and forecast model; Decision making; Economic forecasting; Load forecasting; Power generation economics; Power grids; Power system economics; Power system modeling; Predictive models; Uncertainty; Weather forecasting; economics; energy dispatch; operations; photovoltaics; storage; unit commitment; weather forecasting; wind;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies (ISGT), 2010
  • Conference_Location
    Gaithersburg, MD
  • Print_ISBN
    978-1-4244-6264-3
  • Electronic_ISBN
    978-1-4244-6333-6
  • Type

    conf

  • DOI
    10.1109/ISGT.2010.5434772
  • Filename
    5434772