PVItaly
Forecast for PV energy systems
Data downloading
Create a .env
file with your UCAR login details:
UCAR_EMAIL='[email protected]'
UCAR_PASS='your-password'
Then:
sudo apt-get install libeccodes-dev libeccodes-tools
pip install -r requirements.txt -r requirements-dev.txt
pre-commit install
Then this will output individual zarrs for each timestamp and time-step into the provided output dir:
python scripts/download.py 2021-01-01 2021-02-01 zarrs/
These zarrs can then be merged:
python scripts/merge.py zarrs/ merged/
Running inference
Install requirements:
pip install -r requirements-ml.txt
Check the help on the infer script:
python infer.py --help
It will output a wide- and a long- DF to the specified output_dir.
Contributors โจ
Thanks goes to these wonderful people (emoji key):
Peter Dudfield ๐ป |
Chris Arderne ๐ป |
This project follows the all-contributors specification. Contributions of any kind welcome!