Data-driven surrogate model for wind turbine damage equivalent load

There are four zip files in this data set:

PythonCode_OpenFAST: The code used to generate 32768 OpenFAST fst files to build the database.

ML_TrainingCode: The code that used to train the TCN-FCNN and FCNN models for both free stream and wake

Trained_Models: All the trained models are saved in Keras format. The models with max in their filenames were trained on maximum values. The models with XY in their naming were trained on wind in the X and Y directions.

data: It includes all the CSV files for training and testing.