Collection of plotting scripts and data required to recreate the results plots in the publication.
Plotting
The main plotting script is called Evaluate_long_cases.m and calls the remaining functions.
Open this file and step through it to generate various plots used and not used in the paper.
Note that some scripts rely on user-defined inputs, e.g., the turbine index.
Data
The plotting relies on the unaltered data in the folder "HKN_12_to_15h_data", which is a compressed file.
The data of the disturbed cases also contains the wind direction measurements of the past 1-min averaged probes, as well as the then corrected data from the Ensemble Kalman Filter. There is further a small selection of cases not used in the publication, like a preview-enabled version of the shifted approach.
Disclaimer: Through a settings mistake, the data of the CLC, 500s ph, noise-free controller is 1 s too short. The script gives a warning and extrapolates with a constant last value.
FLORIDyn Settings
The closed-loop cases have a folder in the data called "Settings", which defines the closed-loop settings for the controller, EnKF, FLORIDyn, and FLORIS. This is needed to employ the same controller as used in the presented simulations. More details about running FLORIDyn simulations (stand-alone and in closed-loop) can be found with the Matlab software, see doi 10.4121/038777f7-f497-494f-9f61-85d90a00074a
Look-up Table
The LuT is given with as "HKN_LuT_orientation.csv", and is plotted at the end of the Evaluate_long_cases.m script.
The case data also contains a 2-deg case run with a LuT generated by NREL's FLORIS: "off_db2deg_ki0-01"
" authors: - family-names: Becker given-names: Marcus orcid: "https://orcid.org/0000-0003-4250-7654" title: "Data belonging to the publication: Closed-loop model-predictive wind farm flow control under time-varying inflow using FLORIDyn" keywords: version: 1 identifiers: - type: doi value: 10.4121/63fa3d6c-6bd2-4efe-9548-ddcaf1bfbeb9.v1 license: GPL-3.0 date-released: 2024-12-16