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extensive support for control options. With ElectricGrid.jl you can\n- create a simulation environment for an electric grid by defining its sources, loads, and cable connections,\n- set detailed parameters of your electric components or let them be auto-generated,\n- choose different control modes for each power electronic converter in your system and\n- use the agent architecture of [ReinforcementLearning.jl](https://juliareinforcementlearning.org/) to either train RL agents as controllers or write your own ones.\n\n\n![ElectricGrid Framework](docs/src/assets/Overview_EG.png)\n\n## Installation\n- Installation using the Julia package manager (recommended if you want to use ElectricGrid in your project):\n  - In a Julia terminal run the following:\n```\nimport Pkg\nPkg.add(\"ElectricGrid\")\n```\nor press `]` in the Julia Repl to enter Pkg mode and then run\n```\nadd ElectricGrid\n```\n\n- Install from GitHub source (recommended if you want to run the example notebooks and scripts):\n  - Clone the git and navigate to the directory\n```\ngit clone https://github.com/upb-lea/ElectricGrid.jl.git\n```\n\n## Getting Started\n\nTo get started with ElectricGrid.jl the following interactive notebooks are useful. They show how to use the ElectricGrid.jl framework to build and simulate the dynamics of an electric power grid controlled via classic controllers or train common RL agents for different control tasks:\n* [Create an environment with ElectricGrid.jl](https://github.com/upb-lea/ElectricGrid.jl/blob/main/examples/notebooks/Env_Create.ipynb)\n* [Theory behind ElectricGrid.jl - Modelling Dynamics using Linear State-Space Systems](https://github.com/upb-lea/ElectricGrid.jl/blob/main/examples/notebooks/NodeConstructor_Theory.ipynb)\n* [Classic Controlled Electric Power Grids - State-of-the-Art](https://github.com/upb-lea/ElectricGrid.jl/blob/main/examples/notebooks/Classical_Controllers_1_Swing.ipynb)\n* [Use RL Agents in the ElectricGrid.jl Framework](https://github.com/upb-lea/ElectricGrid.jl/blob/main/examples/notebooks/RL_Single_Agent.ipynb)\n\nAn overview of all parameters defining the experiment setting in regard to the electric grid can be found here:\n* [Default Parameters](https://github.com/upb-lea/ElectricGrid.jl/blob/main/examples/notebooks/Default_Parameters.ipynb)\n\n\nTo run a simple example, the following few lines of code can be executed:\n\n```\nusing ElectricGrid\n\nenv =  ElectricGridEnv(num_sources = 1, num_loads = 1)\nMulti_Agent =  SetupAgents(env)\nhook =  Simulate(Multi_Agent, env)\nRenderHookResults(hook = hook)\n```\n\nThis is a minimal example of a full ElectricGrid.jl setup. \nThere should also appear a plot that looks like this:\n![output of the minimal example](docs/src/assets/output1.png)\n\n\n## Using the GUI\n\nThe current version of ElectricGrid features a graphical user interface (GUI) that helps with setting up a simulation.\nThis is built on the library [QML.jl](https://github.com/JuliaGraphics/QML.jl), that, at the time of writing, stopped working in its current release version.\nFor that reason it is **required to clone this codebase** and install `QML.jl` in its GitHub main state manually if you want to use the GUI.\n\n```\nimport Pkg\nPkg.add(\"QML#main\")\n```\nor press `]` in the Julia RPEL to enter Pkg mode and then run\n```\nadd QML#main\n```\n\n![GUI example](docs/src/assets/gui_example.png)\n\nUsage of the GUI is explained in the [GUI section in the docs](https://upb-lea.github.io/ElectricGrid.jl/dev/Gui/).\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.21105/joss.05616"],"works":{"https://doi.org/10.21105/joss.05616":{"id":"https://openalex.org/W4386391755","doi":"https://doi.org/10.21105/joss.05616","title":"ElectricGrid.jl - 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