Articles | Volume 5, issue 4
Wind Energ. Sci., 5, 1449–1468, 2020
https://doi.org/10.5194/wes-5-1449-2020
Wind Energ. Sci., 5, 1449–1468, 2020
https://doi.org/10.5194/wes-5-1449-2020

Research article 03 Nov 2020

Research article | 03 Nov 2020

Minute-scale power forecast of offshore wind turbines using long-range single-Doppler lidar measurements

Frauke Theuer et al.

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Latest update: 22 Jan 2022
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Short summary
Very short-term wind power forecasts are gaining increasing importance with the rising share of renewables in today's energy system. In this work, we developed a methodology to forecast wind power of offshore wind turbines on minute scales utilising long-range single-Doppler lidar measurements. The model was able to outperform persistence during unstable stratification in terms of deterministic and probabilistic scores, while it showed large shortcomings for stable atmospheric conditions.