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Merge pull request #2 from nismod/CHORE-clean-up-repo
Clean up repo and refactor model logic
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 | ||
 | ||
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# Jamaica Energy Model (JEM) | ||
### A high-level power flow model of Jamaica's energy system | ||
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<img align="center" width="800" src="https://github.com/nismod/JEM/blob/main/demo/schematic.png"> | ||
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This repository contains a simulation model for Jamaica's energy system formulated as an arc-node network. Based on a given supply and demand curve, JEM solves for flows of electricity across the network using linear programming. | ||
This repository contains a simulation model for Jamaica's energy system formulated as an arc-node network. Based on a given supply and demand curve, JEM solves for flows of electricity across the network using linear programming. This tool was originally developed for a [CCRI](https://resilientinvestment.org/) project by researchers at [OPSIS, University of Oxford](https://opsis.eci.ox.ac.uk/) in 2020. The repository is now less active and is only maintained or developed occasionally. | ||
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**NOTE:** The tool is currently under development and all code published here is part of an on-going project. | ||
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### Contributors | ||
**Project Lead:** Aman Majid ([email protected]), University of Oxford <br> | ||
**Principal Investigator:** [Professor Jim Hall](https://www.eci.ox.ac.uk/people/jhall.html), University of Oxford <br> | ||
**Contributors and Collaborators**: <br> | ||
[Raghav Pant](https://github.com/itrcrisks), University of Oxford <br> | ||
[Tom Russell](https://github.com/tomalrussell), University of Oxford <br> | ||
<!-- [JPS Co.](https://www.jpsco.com/), Jamaica <br> --> | ||
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<!-- ### What's Here | ||
The repository contains the InfraSim source code. The model has been applied to a case-study from the Thames basin, England, and will be expanded to other cases in future. These cases serve as a guide for other users to apply the InfraSim model to their areas of interest. An overview of each directory within the repository is shown below. | ||
_demo/_ | ||
- A Jupyter Notebook explaining the model theory, as well as a small demo model of a water-wastewater-energy network in London, UK. | ||
- Updated December 2020 | ||
_data/demo/_ | ||
- **spatial**: Shapefiles of node and edge data that can be opened in QGis. | ||
- **csv**: Time series demo nodal flow data. | ||
_infrasim/_ | ||
- InfraSim source code related to the Thames system can be found in thames.py | ||
- There are a series of other Python files that contain code for data pre-processing and post-processing. | ||
- Model metadata, parameters, and assumptions can also be found here. | ||
_qgis/_ | ||
- A QGis project file to explore the network spatial data. | ||
_outputs/_ | ||
- All model outputs such as figures, data, and statistics are saved here. --> | ||
- [Tom Russell](https://github.com/tomalrussell), University of Oxford <br> | ||
- [Nadia Leonova](https://github.com/nnleonova), University of Oxford <br> | ||
- [Raghav Pant](https://github.com/itrcrisks), University of Oxford <br> | ||
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### Requirements | ||
The model requires [Gurobi](https://www.gurobi.com) and the associated [GurobiPy](https://www.gurobi.com) library for the optimisation. In addition, standard scientific libraries in Python are needed such as [pandas](https://pandas.pydata.org/), [numpy](https://numpy.org/), [matplotlib](https://matplotlib.org/) etc. Requirements for spatial network analysis include [QGis](https://www.qgis.org/en/site/), [geopandas](https://geopandas.org/install.html), and [snkit](https://github.com/tomalrussell/snkit). | ||
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- Create project enviroment using the config file in this directory (only tested on macOS Big Sur): | ||
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``` | ||
mamba env update -n JEM --file environment.yml | ||
conda activate ./env | ||
```bash | ||
mamba create -n JEM python=3.11 | ||
mamba activate JEM | ||
``` | ||
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or | ||
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```bash | ||
conda create -n JEM python=3.11 | ||
conda activate JEM | ||
``` | ||
conda env create --prefix ./env --file environment.yml | ||
conda activate ./env | ||
``` | ||
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- See the [demo notebook](https://github.com/amanmajid/InfraSim/blob/main/demo/demo.ipynb) for a small demonstration. | ||
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<!-- ### To Do | ||
- Implement the InfraSim model using Julia code to allow users to choose their solver | ||
- Navigate to the JEM repository and install it as a package by running: | ||
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### Future extensions | ||
- InfraSim.JV: a model for the energy-water system in Israel, Palestine, and Jordan | ||
- InfraSim.Jamaica: a model for the water system in Jamaica --> | ||
```bash | ||
pip install -e . | ||
``` | ||
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<!-- ### Citing Research | ||
Coming soon... --> | ||
- See the [demo notebook](https://github.com/amanmajid/InfraSim/blob/main/demo/demo.ipynb) for a small demonstration. | ||
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### Support | ||
This work is supported part of the [Coalition for Climate Resilient Investment (CCRI)](https://resilientinvestment.org/) project on creating a platform for infrastructure risk assessment and resilient investment prioritisation in Jamaica and is funded by the [UK Foreign, Commonwealth and Development Office (FCDO)](https://www.gov.uk/government/organisations/foreign-commonwealth-development-office). | ||
This work is supported by the [Coalition for Climate Resilient Investment (CCRI)](https://resilientinvestment.org/) project on creating a platform for infrastructure risk assessment and resilient investment prioritisation in Jamaica and is funded by the [UK Foreign, Commonwealth and Development Office (FCDO)](https://www.gov.uk/government/organisations/foreign-commonwealth-development-office). | ||
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### License | ||
Copyright (C) 2020 Aman Majid. All versions released under the [MIT License](https://opensource.org/licenses/MIT). | ||
Copyright (C) 2020 Aman Majid and the authors. All versions released under the [MIT License](https://opensource.org/licenses/MIT). |
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- conda-forge | ||
- defaults | ||
dependencies: | ||
- python=3.11 | ||
- black | ||
- geopandas | ||
- jupyter | ||
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