README.md

Microgrid resilience

The codes and partly data provided here are used for the experiment simulations described in:

@article{gutierrez2021weather,
  title={Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience},
  author={Gutierrez-Rojas, Daniel and Mashlakov, Aleksei and Brester, Christina and Niska, Harri and Kolehmainen, Mikko and Narayanan, Arun and Honkapuro, Samuli and Nardelli, Pedro HJ},
  journal={IEEE Access},
  volume={9},
  pages={163108-163121},
  year={2021}
  }

Installation and running

Git installation for Linux machine

$ mkdir microgrid-resilience
$ cd microgrid-resilience
$ git clone https://github.com/aleksei-mashlakov/microgrid-resilience.git .

Creation of conda environment

$ sh ./create_conda.sh

Running python scripts

$ python run_LGBM_solar_prediction.py
$ python run_CVXPY_optimization.py

Removal of conda environment

$ sh ./remove_conda.sh