Method and arrangement for the forecast of wind-resources
View Patent ↗A method and an arrangement for a forecast of wind-resources of a wind-farm are provided. The forecast is done by a numerical weather-prediction-tool, the weather-prediction-tool using a long-term data-set of meteorological data. The data are related to the location of the wind-farm. A wind-speed measurement is done by a wind-turbine of the wind-farm to do a parameterization of an atmospheric turbulence. The wind-speed measurement is used to generate a data-stream, which is combined with the data-set of the meteorological data to do the forecast.
1. A method of determining a forecast of wind-resources of a wind-farm, comprising:
receiving a long-term data-set of meteorological data which are related to a location of the wind-farm;
generating a short term data-stream having multiple dimensions by measuring wind-speeds a at a plurality of spatially distributed wind-turbines of the wind-farm and at a plurality of heights for each wind-turbine for a parameterization of an atmospheric turbulence; and
generating a forecast via a numerical weather-prediction-tool by combining the data-stream with the data-set of the meteorological data in order to determine the forecast.
2. The method according to claim 1 , wherein the wind-speed is measured continuously in real-time.
3. The method according to claim 1 , wherein the wind-speed is measured at a height of a hub of the wind-turbine.
4. The method according to claim 2 , wherein the wind-speed is measured at a height of a hub of the wind-turbine.
5. The method according to claim 1 , wherein a substantially all of the wind-turbines of the wind-farm perforin wind-speed measurements, the wind-speed measurements contributing to the short term data-stream.
6. The method according to claim 2 , wherein one or more meteorological masts additionally measure the wind-speed, the meteorological masts being located within the wind-farm.
7. The method according to claim 2 , wherein an air-temperature is measured for at least two different heights in order to provide an additional meteorological information for an assessment of atmospheric stability.
8. The method according to claim 2 , wherein a sea-temperature is additionally measured for an offshore wind-farm as additional meteorological data.
9. The method according to claim 2 , further comprising:
transferring the wind-speed-measurement and the meteorological data to a computer-system for modeling a numerical weather prediction.
10. The method according to claim 9 , wherein historical weather predictions are additionally used for modeling the numerical weather prediction.
11. The method according to claim 2 , wherein a predicted wind-speed is combined with an assigned power of the wind-farm as a function for predicting a total power output of the wind-farm.
12. The method according to claim 2 , wherein the meteorological data and wind-speed-measurements of a plurality of wind-farms are used to do the forecast, the wind-farms being located within an area for which the same numerical weather prediction model is used.
13. The method according to claim 2 , wherein non-wind-farm-related meteorological measurements are used additionally to the meteorological data and the wind-speed-measurements to determine the forecast.
14. The method according to claim 2 , wherein information from a satellite-based wind-speed measurement are used additionally to determine the forecast.
15. The method according to claim 2 , wherein information, which are related to a downtime of used wind-turbines, are used additionally to determine the forecast and/or information, which are related to wind-turbines being operated in a partly curtailed mode, are used additionally to determine the forecast.
16. An arrangement for determining a forecast of wind-resources of a wind-farm having a plurality of wind turbines, comprising:
a numerical weather-prediction-tool for determining the forecast, the weather-prediction-tool using a long-term data-set of meteorological data which are related to a location of the wind-farm;
a measuring tool for measuring wind-speeds for a parameterization of an atmospheric turbulence, the measuring tool being arranged at a plurality of spatially distributed wind-turbines and at a plurality of heights for each wind-turbine to generate a short term data-stream having multiple dimensions; and
a computer-system for modeling a numerical weather prediction using the short term data-stream and the long-term data-set of meteorological data.
17. The arrangement according to claim 16 , further comprising:
meteorological masts located within the wind-farm for additionally measuring the wind-speeds.
18. The arrangement according to claim 16 , wherein substantially all of the spatially distributed wind-turbines are used for measuring the wind-speed.