Data belonging to the publication: Closed-loop model-predictive wind farm flow control under time-varying inflow using FLORIDyn

DOI:10.4121/63fa3d6c-6bd2-4efe-9548-ddcaf1bfbeb9.v1
The DOI displayed above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
DOI: 10.4121/63fa3d6c-6bd2-4efe-9548-ddcaf1bfbeb9
Datacite citation style:
Becker, Marcus (2024): Data belonging to the publication: Closed-loop model-predictive wind farm flow control under time-varying inflow using FLORIDyn. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/63fa3d6c-6bd2-4efe-9548-ddcaf1bfbeb9.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite

Dataset

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"

History

  • 2024-12-16 first online, published, posted

Publisher

4TU.ResearchData

Format

.m, .csv., .txt, .zip, .rtf

Funding

  • Robust closed-loop wake steering for large densely spaced wind farms (grant code 17512) Nederlandse Organisatie voor Wetenschappelijk Onderzoek

Organizations

TU Delft, Faculty of Mechanical Engineering, Delft Center for Systems and Control

DATA

Files (31)