Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1731746 | Energy | 2015 | 10 Pages |
•We examine efficiency of wind energy production in 19 wind turbines across Germany.•We propose an alternative method to construct power curves for wind turbines.•Using non-convex efficiency analysis methods, we quantify production losses.•We explain electricity losses via bias-corrected truncated regression.•Electricity losses amount to 27% of the maximal producible electricity.
This article examines the efficiency of wind energy production. Using non-convex efficiency analysis, we quantify production losses for 19 wind turbines in four wind parks across Germany. In a second stage regression, we adapt the linear regression results of Kneip, Simar, and Wilson (2015) to explain electricity losses by means of a bias-corrected truncated regression analysis. The results show that electricity losses amount to 27% of the maximal producible electricity. Most of these losses are from changing wind conditions, while 6% are from turbine errors.