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
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;
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
DOI :
10.1109/ISGT.2010.5434772