The latest version of UniWind TCN DD for NAWEA2022 presnetation The goal of this work is mapping wind time series to load time series of a NREL 5MW wind turbine. The wind is uniform over the rotor plane (shear included) and the output is load time series out of OpenFAST at different channels.
The main file is the NREL5W_TCN_DDModel_UniWind_rev04.ipynb which takes in the data, fit the model and plot. All the functions related to TCN are in tcnae.py.
The simulation output are convertet to CSV files. The file Access_to_CSV_files.txt
has the link to download the csv files. The png files are some tests.