This repository contains the notebook used to generate the production and consumption data used in the experimentation of the Private Billings project.
This repository contains several Jupyter notebooks used to generate this data.
- wind.ipynb. Generate wind power production data.
- pv.ipynb. Generate photo voltaic production data.
- consumption.ipynb. Generate user electricity consumption data.
- generation.ipynb. Combine the data generated by the other notebooks into a usable dataset.
The requirements.txt file lists all the python packages and their versions used when generating data.
The file specifies which versions are fixed and which are potentially flexible.
For the packages labelled 'potentially flexible' other versions might work too, but no guarantees are provided.
The notebooks contained in this repository used notebooks in other repositories drew inspiration for several other repositories:
- wind.ipynb and pv.ipynb are based on WindpowerlibTurbine-model by PeijieZ.
- consumption.ipynb is based on Load-profile-generation, written by PeijieZ.
- generation.ipynb is inspired by Billing-Models-for-Electricity-Trading-Markets, written by PeijieZ.