Data belonging to the publication: A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies
doi: 10.4121/29c209fa-f2a4-456d-9353-67cf81be1aaa
Dataset to recreate the plots from the publication "A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies"
The dataset contains different sets of data:
- Simulation data from OFF, SOWFA, and FLORIS
- Input files to recreate the simulation data from OFF
- The input wind direction time series
- Files to recreate plots from the paper in MATLAB
The simulation files
These mainly contain the power of each turbine with the related time step.
OFF
nawa_grid_zp_*.csv
FLORIS
floris_nawea_grid_zp_*.csv
SOWFA
Unlike OFF and FLORIS, the SOWFA simulations only cover smaller subsets of the time frame (see paper).
The time frames are decomposed into cases, named after the hours they cover:
- Time frame 1: 00_to_03
- Time frame 2: 06_to_09
- Time frame 3: 12_to_15
The measurements are available under "case*_nacYaw" and "case*_powerGenerator".
The wind farm layouts for each time frame are given as "Time_frame_*hrs_layout.csv".
The wind direction simulated in LES is given as "Time_frame_*hrs_les_dir", which is an offset version of the original wind direction, which is given as "Time_frame_*hrs_original_dir.csv".
OFF input files
Named after the ki and phi lim settings, the input files can be found as .yaml files:
nawea_grid_*.yaml
These also contain the original wind farm layout and the entire wind direction time series.
Wind direction time series
The LiDAR_*.csv files feature the LiDAR data used as wind direction signal, filtered and unfiltered, and the related time.
The content of the files is given in rows of 600s data, which needs to be unfolded. See the time data for an intuition.
MATLAB plotting scripts
The main plotting script is called "compare_off_and_sowfa.m" and contains comments to guide the users through the data.
The remaining .m files are used to generate specific plots or to load data.
- 2024-11-07 first online
- 2024-12-16 published, posted
- Robust closed-loop wake steering for large densely spaced wind farms (grant code 17512) Nederlandse Organisatie voor Wetenschappelijk Onderzoek
DATA
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