An open-source optimization model for the design and operation of hybrid renewable energy systems.
Project description
VY4E-OptModel is the core optimization engine of the VY4E ecosystem. It provides the fundamental modelling framework for integrated zero-carbon energy systems, supporting electricity, heat, hydrogen, and storage.
🚀 Features
Modular formulation for multi-vector energy systems
Compatible with deterministic, stochastic, and equilibrium approaches
Flexible temporal structure: hours, days, representative periods
Built on JuMP / Pyomo (depending on module choice)
Interfaces with VY4E-data (datasets) and VY4E-examples (notebooks)
📂 Structure
src/: Core source code for the optimization model.
data/: Sample case studies.
docs/: Documentation and formulation notes.
tests/: Validation and regression tests.
📦 Prerequisites
Python 3.12 or higher.
A supported solver: Gurobi, CBC, or CPLEX. Make sure the solver is installed and accessible in your system’s PATH.
🚀 Installation
Clone the repository:
git clone https://github.com/VY4E-nexus/VY4E-OptModel.git
cd VY4E-OptModel
Create and activate a virtual environment (recommended):
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
Install the required Python packages:
pip install -r requirements.txt
Usage
To run the optimization model, use the oM_Main.py script from the src directory.
python src/oM_Main.py --case <case_name> --solver <solver_name>
Command-line Arguments
--dir: Directory containing the case data (defaults to the current directory).
--case: Name of the case to run (e.g., Home1).
--solver: Solver to use (e.g., gurobi, cbc, cplex).
--date: Model run date in “YYYY-MM-DD HH:MM:SS” format.
--rawresults: Save raw results (True/False).
--plots: Generate plots (True/False).
🤝 Contributing
Contributions are welcome! If you want to contribute to VY4E-OptModel, please follow these steps:
Fork the repository.
Create a new branch for your feature or bug fix.
Make your changes and commit them with a clear message.
Push your changes to your fork.
Create a pull request to the main branch of this repository.
📄 License
This project is licensed under the terms of the GNU General Public License v3.0.
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