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
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