Articles | Volume 3, issue 1
https://doi.org/10.5194/wes-3-313-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/wes-3-313-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
31 May 2018
Research article |
| 31 May 2018
| 31 May 2018
Very short-term forecast of near-coastal flow using scanning lidars
Laura Valldecabres
CORRESPONDING AUTHOR
ForWind – University of Oldenburg, Institute of Physics, Küpkersweg 70, 26129 Oldenburg, Germany
Alfredo Peña
DTU Wind Energy, Risø Campus, Technical University of Denmark, Frederiksborvej 399, 4000 Roskilde, Denmark
Michael Courtney
DTU Wind Energy, Risø Campus, Technical University of Denmark, Frederiksborvej 399, 4000 Roskilde, Denmark
Lueder von Bremen
ForWind – University of Oldenburg, Institute of Physics, Küpkersweg 70, 26129 Oldenburg, Germany
Martin Kühn
ForWind – University of Oldenburg, Institute of Physics, Küpkersweg 70, 26129 Oldenburg, Germany
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Cited
23 citations as recorded by crossref.
- The future of forecasting for renewable energy C. Sweeney et al. 10.1002/wene.365
- Minute‐scale detection and probabilistic prediction of offshore wind turbine power ramps using dual‐Doppler radar L. Valldecabres et al. 10.1002/we.2553
- Fast Dual-LiDAR Reconstruction for Dynamic Wind Field Retrieval Y. Bao et al. 10.3390/atmos13060905
- Minute-Scale Forecasting of Wind Power—Results from the Collaborative Workshop of IEA Wind Task 32 and 36 I. Würth et al. 10.3390/en12040712
- Observer-based power forecast of individual and aggregated offshore wind turbines F. Theuer et al. 10.5194/wes-7-2099-2022
- Forecasting wind ramps: can long-range lidar increase accuracy? I. Würth et al. 10.1088/1742-6596/1102/1/012013
- 155-μm high-peak, high-average-power laser amplifier using an Er,Yb:glass planar waveguide for wind sensing coherent Doppler lidar T. Sakimura et al. 10.1364/OE.27.024175
- On the accuracy of a logarithmic extrapolation of the wind speed measured by horizontal lidar scans F. Theuer et al. 10.1088/1742-6596/1618/3/032043
- A synthesis of feasible control methods for floating offshore wind turbine system dynamics K. Shah et al. 10.1016/j.rser.2021.111525
- Short-Term Wind Power Forecasting at the Wind Farm Scale Using Long-Range Doppler LiDAR M. Pichault et al. 10.3390/en14092663
- On the Use of Dual-Doppler Radar Measurements for Very Short-Term Wind Power Forecasts L. Valldecabres et al. 10.3390/rs10111701
- Nonlinear model predictive control-based active power dispatch strategy for wind power plant considering dynamic wake effect Z. Hu et al. 10.1016/j.ijepes.2023.108996
- Minute-scale power forecast of offshore wind turbines using long-range single-Doppler lidar measurements F. Theuer et al. 10.5194/wes-5-1449-2020
- The COTUR project: remote sensing of offshore turbulence for wind energy application E. Cheynet et al. 10.5194/amt-14-6137-2021
- A review of very short-term wind and solar power forecasting R. Tawn & J. Browell 10.1016/j.rser.2021.111758
- Analysis of the effects of scanning trajectory parameters on minute-scale lidar forecasting M. Ortensi et al. 10.1088/1742-6596/2265/2/022002
- A CFD Model for Spatial Extrapolation of Wind Field over Complex Terrain—Wi.Sp.Ex D. Michos et al. 10.3390/en17164139
- Temporal Up-Sampling of Planar Long-Range Doppler LiDAR Wind Speed Measurements Using Space-Time Conversion H. Beck & M. Kühn 10.3390/rs11070867
- A Short-Term Wind Speed Forecasting Model Based on a Multi-Variable Long Short-Term Memory Network A. Xie et al. 10.3390/atmos12050651
- Turbulence Measurements with Dual-Doppler Scanning Lidars A. Peña & J. Mann 10.3390/rs11202444
- Brief communication: Nowcasting of precipitation for leading-edge-erosion-safe mode A. Tilg et al. 10.5194/wes-5-977-2020
- Short-term wind forecasting using statistical models with a fully observable wind flow J. Perr-Sauer et al. 10.1088/1742-6596/1452/1/012083
- Ultra-Short-Term Wind Power Forecasting in Complex Terrain: A Physics-Based Approach D. Michos et al. 10.3390/en17215493
23 citations as recorded by crossref.
- The future of forecasting for renewable energy C. Sweeney et al. 10.1002/wene.365
- Minute‐scale detection and probabilistic prediction of offshore wind turbine power ramps using dual‐Doppler radar L. Valldecabres et al. 10.1002/we.2553
- Fast Dual-LiDAR Reconstruction for Dynamic Wind Field Retrieval Y. Bao et al. 10.3390/atmos13060905
- Minute-Scale Forecasting of Wind Power—Results from the Collaborative Workshop of IEA Wind Task 32 and 36 I. Würth et al. 10.3390/en12040712
- Observer-based power forecast of individual and aggregated offshore wind turbines F. Theuer et al. 10.5194/wes-7-2099-2022
- Forecasting wind ramps: can long-range lidar increase accuracy? I. Würth et al. 10.1088/1742-6596/1102/1/012013
- 155-μm high-peak, high-average-power laser amplifier using an Er,Yb:glass planar waveguide for wind sensing coherent Doppler lidar T. Sakimura et al. 10.1364/OE.27.024175
- On the accuracy of a logarithmic extrapolation of the wind speed measured by horizontal lidar scans F. Theuer et al. 10.1088/1742-6596/1618/3/032043
- A synthesis of feasible control methods for floating offshore wind turbine system dynamics K. Shah et al. 10.1016/j.rser.2021.111525
- Short-Term Wind Power Forecasting at the Wind Farm Scale Using Long-Range Doppler LiDAR M. Pichault et al. 10.3390/en14092663
- On the Use of Dual-Doppler Radar Measurements for Very Short-Term Wind Power Forecasts L. Valldecabres et al. 10.3390/rs10111701
- Nonlinear model predictive control-based active power dispatch strategy for wind power plant considering dynamic wake effect Z. Hu et al. 10.1016/j.ijepes.2023.108996
- Minute-scale power forecast of offshore wind turbines using long-range single-Doppler lidar measurements F. Theuer et al. 10.5194/wes-5-1449-2020
- The COTUR project: remote sensing of offshore turbulence for wind energy application E. Cheynet et al. 10.5194/amt-14-6137-2021
- A review of very short-term wind and solar power forecasting R. Tawn & J. Browell 10.1016/j.rser.2021.111758
- Analysis of the effects of scanning trajectory parameters on minute-scale lidar forecasting M. Ortensi et al. 10.1088/1742-6596/2265/2/022002
- A CFD Model for Spatial Extrapolation of Wind Field over Complex Terrain—Wi.Sp.Ex D. Michos et al. 10.3390/en17164139
- Temporal Up-Sampling of Planar Long-Range Doppler LiDAR Wind Speed Measurements Using Space-Time Conversion H. Beck & M. Kühn 10.3390/rs11070867
- A Short-Term Wind Speed Forecasting Model Based on a Multi-Variable Long Short-Term Memory Network A. Xie et al. 10.3390/atmos12050651
- Turbulence Measurements with Dual-Doppler Scanning Lidars A. Peña & J. Mann 10.3390/rs11202444
- Brief communication: Nowcasting of precipitation for leading-edge-erosion-safe mode A. Tilg et al. 10.5194/wes-5-977-2020
- Short-term wind forecasting using statistical models with a fully observable wind flow J. Perr-Sauer et al. 10.1088/1742-6596/1452/1/012083
- Ultra-Short-Term Wind Power Forecasting in Complex Terrain: A Physics-Based Approach D. Michos et al. 10.3390/en17215493
Latest update: 23 Nov 2024
Short summary
This paper focuses on the use of scanning lidars for very short-term forecasting of wind speeds in a near-coastal area. An extensive data set of offshore lidar measurements up to 6 km has been used for this purpose. Using dual-doppler measurements, the topographic characteristics of the area have been modelled. Assuming Taylor's frozen turbulence and applying the topographic corrections, we demonstrate that we can forecast wind speeds with more accuracy than the benchmarks persistence or ARIMA.
This paper focuses on the use of scanning lidars for very short-term forecasting of wind speeds...
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