DocumentCode
88210
Title
Impact of Wind Power Generation on European Cross-Border Power Flows
Author
Zugno, Marco ; Pinson, Pierre ; Madsen, Henrik
Author_Institution
DTU Inf., Tech. Univ. of Denmark, Lyngby, Denmark
Volume
28
Issue
4
fYear
2013
fDate
Nov. 2013
Firstpage
3566
Lastpage
3575
Abstract
A statistical analysis is performed in order to investigate the relationship between wind power production and cross-border power transmission in Europe. A dataset including physical hourly cross-border power exchanges between European countries as dependent variables is used. Principal component analysis is employed in order to reduce the problem dimension. Then, nonlinear relationships between forecast wind power production as well as spot price in Germany, by far the largest wind power producer in Europe, and power flows are modeled using local polynomial regression. We find that both forecast wind power production and spot price in Germany have substantial nonlinear effects on power transmission on a European scale.
Keywords
load forecasting; polynomials; power transmission; pricing; principal component analysis; regression analysis; wind power plants; European cross-border power flows; European scale; Germany; cross-border power transmission; local polynomial regression; nonlinear effects; physical hourly cross-border power exchanges; principal component analysis; spot price; statistical analysis; wind power generation; wind power producer; wind power production; wind power production forecast; Power transmission; Principal component analysis; Regression analysis; Wind power generation; Power transmission; principal component analysis; regression analysis; wind power generation;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2013.2259850
Filename
6523177
Link To Document