Wind Turbine Power Curve Estimation using Deep Learning methods. For more details please check out the Python Notebook: report.ipynb

Feel free to play with the notebook by creating a Python environment with the following dependencies.

conda create -n PCEDL python=3.6 pandas seaborn tensorflow-gpu keras scikit-learn numpy jupyter
conda activate PCEDL

Once the environment is ready and activated, start the notebook with:

jupyter notebook

(Optional) For running the R scripts, install R with Rstudio

conda install -c r r-essentials r-dplyr