/greek-solar-wind-energy-forecasting

Repository hosting the code and dataset of the project titled "Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles", that was submitted in the AI-CARES 2021 conference

Primary LanguageJupyter Notebook

greek-solar-wind-energy-forecasting

Repository hosting the code and dataset of the paper titled "Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles", submitted in the AI-CARES 2021 Conference.

Onshore solar and wind installations in Greece (year: 2020)

Solar PV installations in Greece (2020)

Wind park installations in Greece (2020)

Hybrid FB Prophet Decomposition with Extra Trees Ensemple model architecture

Hybrid FB Prophet Decomposition with Extra Trees Ensemple model architecture

Solar and wind energy generation forecast results

Solar forecasting

Wind forecasting