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re-match's Introduction

Renewable Matching (RM)

This repository provides a framework to compute the Renewable Matching (RM) for energy system models. The goal is to assess how well an energy model matches renewable generation with demand in both space and time. It builds upon and extends the adequacy indicators defined by ENTSO-E, such as loss of load duration, loss of load expectation, and energy not served.

Table of Contents

Installation

  1. Clone the repository:
    git clone https://github.com/yourusername/renewable-matching.git
    
  2. Install the required packages: pip install -r requirements.txt

Usage

After installation, you can use the main script to compute the RMI based on different methods: python main.py --method basic_rmi --network_path path/to/your/network.nc

Basic RMI Method

This method computes the RMI based on spatial and temporal correlations between nodes and hours, respectively. The results are then normalized and combined to
produce an overall index. Check methods/basic_rmi.py for more details.

Methods

basic_rmi: Computes the RMI based on spatial and temporal correlations.

Utilities

Utilities provide helper functions for data processing, file input/output operations, and visualizations. Check the utils directory for more details.

Contribute

Contributions are welcome!

License

MIT License

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