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Vortex TIMES - Wind Data for Energy Production Assessment
You can initiate the TIMES simulation through the Vortex Interface. Once you input the coordinates and select the desired period (10, 20, or 30 years), submit the TIMES simulation. After the calculation finishes, you can request 10-minute time series data at any height ranging from 10 to 440 meters.
A baseline simulation of the Weather Research and Forecasting (WRF) model, which doesn’t explicitly resolve microscale features, is conducted for the entire period. Data is stored at 10-minute intervals during this simulation. This baseline is then augmented by a shorter high-resolution microscale Large Eddy Simulation (LES) simulation. The LES simulation enhances the accuracy of wind distribution, turbulence intensity, and sub-hourly variability in the data.
Vortex TIMES can be calibrated with your measurement data—at no extra cost. This powerful feature delivers a multi-year, 10-minute extrapolation of your measurements, seamlessly integrated into any Vortex TIMES run and directly accessible from your interface account. Find more detailed information in the TIMES Remodeling Technical Details and Validation Document.
Vortex TIMES has been thoroughly validated using data from more than 270 sites worldwide, which cover different types of terrains and weather conditions. In this study, we didn’t just look at wind speed; we also checked additional parameters critical for accurate wind resource assessment and the optimization of wind farm design. We’ve summarized our findings in two reports, one shorter and simpler, and the other longer with more technical details.
- 10-minute time series.
- Up to 30 years period time series.
- Simulated at 300 m horizontal resolution.
- All heights included from 10 to 440 m allowing for shear and veer calculation.
- Variables included: Wind Speed, Wind Direction, Wind Standard Deviation. Temperature, Air density, Pressure, Richardson Number, Relative Humidity, Inverse Monin-Obukhov Length, and Vertical Wind Speed.
- Any location worldwide, both on and off-shore.
- ECMWF ERA-5 reanalysis.
- It can be updated monthly (conditioned to reanalysis availability).
- Data provided in TXT format to ensure seamless integration with the most commonly used software applications in the wind industry, such as WindPRO, or Windographer.
- Selectable time zone to match measurements timestamp.
- Calibration is possible when measurement data is available.
- Vortex TIMES enables comprehensive energy yield assessment studies.
- Vortex TIMES simplifies site variability assessments.
- Vortex TIMES offers invaluable insights into how variables like turbulence, shear, atmospheric stability, and more are interconnected.
- Vortex TIMES dataset can be used for high-frequency ramp analysis.