Research software used for techno-economic analysis of the impact of global heterogeneity of renewable energy supply on heavy industrial production and green value chains
This repository make source codes and input data publicly available that were used in the analysis of the impact of global heterogeneity of renewable energy supply on heavy industrial production and green value chains in an accompanying research article and interactive webapp.
This software: Verpoort, Philipp C.; Gast, Lukas; Hofmann, A.; Ueckerdt, F. (2024): Research software used for techno-economic analysis of the impact of global heterogeneity of renewable energy supply on heavy industrial production and green value chains. V. 4.1.1. Zenodo. https://zenodo.org/doi/10.5281/zenodo.10869779
The accompanying interactive webapp: Verpoort, Philipp C.; Gast, Lukas; Hofmann, Anke; Ueckerdt, Falko (2024): Interactive webapp for techno-economic analysis of green value chains. V. 4.1.1. GFZ Data Services. https://doi.org/10.5880/pik.2024.002
The accompanying peer-reviewed article: Verpoort, Philipp C.; Gast, Lukas; Hofmann, A.; Ueckerdt, F. (2024): Impact of global heterogeneity of renewable-energy supply on heavy industrial production and green value chains. Nature Energy. https://doi.org/10.1038/s41560-024-01492-z
This source code can be installed and executed to reproduce all the results (mainly figures) presented in the accompanying article and to run the interactive webapp. Note that the webapp is also hosted as a public service here: TBC
If you would like to try to execute this software locally on your machine, then you will need to have its Python dependencies installed.
The easiest way to accomplish this is via poetry:
poetry install
Alternatively, you can install the required packages using pip (potentially following the creation of a virtual environment):
pip install git+https://github.com/PhilippVerpoort/piw.git@v0.8.2
pip install git+https://github.com/PhilippVerpoort/posted.git@v0.2.3
pip install pandas openpyxl kaleido
After activating the virtual environment (e.g. via poetry shell), please use:
python export.py
This will export all figures. Alternatively, you may choose to export only Fig. 1 by using:
python export.py fig1
The interactive webapp, which is also hosted here (TBC), can be run via:
python webapp.py
and then navigating to the provided IP address and port provided in your terminal, which is usually http://127.0.0.1:8050/.
The source code in this repository is available under an MIT Licence, a copy of which is also provided as a separate file in this repository.
Verpoort, P. C. (2024). Potsdam Interactive Webapp (PIW) framework library (0.8.2). Zenodo. https://doi.org/10.5281/zenodo.10640781
Verpoort, P. C., Bachorz, C., Dürrwächter, J., Effing, P., Gast, L., Hofmann, A., & Ueckerdt, F. (2024). POSTED: Potsdam open-source techno-economic database (0.2.3). Zenodo. https://doi.org/10.5281/zenodo.10640888