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
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;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2259850