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

Collection of plotting scripts and data required to recreate the results plots in the publication.<br><strong>Plotting</strong>The main plotting script is called <em>Evaluate_long_cases.m </em>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.<br><strong>Data</strong>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<em> CLC, 500s ph, noise-free</em> controller is 1 s too short. The script gives a warning and extrapolates with a constant last value.<br><strong>FLORIDyn Settings</strong>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<br><strong>Look-up Table</strong>The LuT is given with as "HKN_LuT_orientation.csv", and is plotted at the end of the <em>Evaluate_long_cases.m</em> script.The case data also contains a 2-deg case run with a LuT generated by NREL's FLORIS: "off_db2deg_ki0-01"

本数据集包含用于复现学术论文中结果图表所需的绘图脚本与配套数据。

<strong>绘图脚本说明</strong>：主绘图脚本名为<em>Evaluate_long_cases.m</em>，其会调用其余所有辅助函数。打开该文件并逐行运行，即可生成论文中使用及未使用的各类图表。请注意，部分脚本需用户自定义输入参数，例如涡轮机索引。

<strong>数据说明</strong>：绘图所需的未修改原始数据存于压缩文件夹"HKN_12_to_15h_data"中。扰动工况的数据不仅包含过去1分钟平均探测的风向测量值，还包含经集合卡尔曼滤波（Ensemble Kalman Filter）校正后的数据集。此外还收录了部分未在本论文中使用的测试工况，例如支持预览功能的偏移式方法版本。

免责声明：因设置失误，<em>CLC, 500s ph, noise-free</em>控制器对应的数据集时长较标准值短了1秒，脚本运行时会发出警告，并通过恒定最后值进行外推补全。

<strong>FLORIDyn 设置说明</strong>：闭环工况的数据文件夹内包含"Settings"子文件夹，其中定义了控制器、集合卡尔曼滤波、FLORIDyn 以及 FLORIS 的闭环配置参数，这是复现论文中所用控制器的必要前置文件。关于独立运行及闭环运行FLORIDyn仿真的更多细节，可参考Matlab官方文档，详见DOI：10.4121/038777f7-f497-494f-9f61-85d90a00074a。

<strong>查找表说明</strong>：本次所用的查找表（Look-up Table，LuT）以"HKN_LuT_orientation.csv"格式提供，会在<em>Evaluate_long_cases.m</em>脚本运行结束时生成对应绘图。本次工况数据还包含一组采用美国国家可再生能源实验室（National Renewable Energy Laboratory, NREL）的FLORIS生成的查找表运行的2度测试工况："off_db2deg_ki0-01"。