Giter Club home page Giter Club logo

anymod.jl's Introduction

logo

AnyMOD.jl is a Julia framework to create large scale energy system models with multiple periods of capacity expansion. It was developed to address the challenges in modelling high-levels of intermittent generation and sectoral integration. Its documentation can be found here.

A comprehensive description of the framework's graph based methodology can found in the working paper Göke (2020), AnyMOD - A graph-based framework for energy system modelling with high levels of renewables and sector integration. Its key characteristic is that all sets (time-steps, regions, energy carriers, and technologies) are organized within a hierarchical tree structure. This allows for two unique features:

  • The level of temporal and spatial granularity can be varied by energy carrier. For instance, electricity can be modelled with hourly resolution, while supply and demand of gas is balanced daily. As a result, a substantial decrease of computational effort can be achieved. In addition, flexibility inherent to the system, for example in the gas network, can be accounted for.
  • The degree to which energy carriers are substitutable when converted, stored, transported, or consumed can be modelled. As an example, residential and district heat can both equally satisfy heat demand, but technologies to produce these carriers are different.

The framework requires Julia 1.3.1 since all computationally intensive steps are parallelized using multi-threading and relies on DataFrames and JuMP as a back-end. The repository AnyMOD_example_model demonstrates how the framework can utilize version-control to openly share and develop models.

The current roadmap for development is to extend documentation and introduce additional parameters and constraints features (must-run, demand-side management, etc.). The development of AnyMOD is receiving funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 773406.

If you have any questions, need help, or found a bug, please file a GitHub issue.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.