DocumentCode
108240
Title
Recent Trends in Variable Generation Forecasting and Its Value to the Power System
Author
Orwig, Kirsten D. ; Ahlstrom, Mark L. ; Banunarayanan, Venkat ; Sharp, Justin ; Wilczak, James M. ; Freedman, Jeffrey ; Haupt, Sue Ellen ; Cline, Joel ; Bartholomy, Obadiah ; Hamann, Hendrik F. ; Hodge, Bri-Mathias ; Finley, Catherine ; Nakafuji, Dora ; P
Author_Institution
Nat. Renewable Energy Lab. (NREL), Golden, CO, USA
Volume
6
Issue
3
fYear
2015
fDate
Jul-15
Firstpage
924
Lastpage
933
Abstract
The rapid deployment of wind and solar energy generation systems has resulted in a need to better understand, predict, and manage variable generation. The uncertainty around wind and solar power forecasts is still viewed by the power industry as being quite high, and many barriers to forecast adoption by power system operators still remain. In response, the U.S. Department of Energy has sponsored, in partnership with the National Oceanic and Atmospheric Administration, public, private, and academic organizations, two projects to advance wind and solar power forecasts. Additionally, several utilities and grid operators have recognized the value of adopting variable generation forecasting and have taken great strides to enhance their usage of forecasting. In parallel, power system markets and operations are evolving to integrate greater amounts of variable generation. This paper will discuss the recent trends in wind and solar power forecasting technologies in the U.S., the role of forecasting in an evolving power system framework, and the benefits to intended forecast users.
Keywords
load forecasting; power markets; solar power; wind power; National Oceanic and Atmospheric Administration; U.S. Department of Energy; power system markets; power system operators; solar energy generation; solar power forecast; variable generation forecasting; wind energy generation; wind power forecast; Accuracy; Forecasting; Measurement; Predictive models; Wind forecasting; Wind power generation; Forecasting; large-scale integration; market design; power-system reliability; renewable energy; solar energy; variable generation; wind energy;
fLanguage
English
Journal_Title
Sustainable Energy, IEEE Transactions on
Publisher
ieee
ISSN
1949-3029
Type
jour
DOI
10.1109/TSTE.2014.2366118
Filename
6996049
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