NetworkDynamics.jl -- Composing and simulating complex networks in Julia

Lindner, Michael; Lincoln, Lucas; Drauschke, Fenja; Koulen, Julia Monika; Würfel, Hans; Plietzsch, Anton; Hellmann, Frank

doi:10.48550/arxiv.2012.12696

Cited by 2 publications

(3 citation statements)

References 25 publications

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“…Plots.jl is used for visualizations in scientific publications of different fields, such as numerics [28,3,8,10,13,20], mathematics [12], biology [2,5] and geology [9,11] as well as for teaching purposes [7,19].…”

Section: Usagementioning

confidence: 99%

Plots.jl -- a user extendable plotting API for the julia programming language

Christ¹,

Schwabeneder²,

Rackauckas³

2022

Preprint

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There are plenty of excellent plotting libraries in the world. Each one excels for a different use case: one is good for printed 2D publication figures, the other is good at interactive 3D graphics, another one has excellent L A T E X integration and one is good for creating dashboards on the web.The aim of Plots.jl is to enable the user to use the same syntax for many different plotting libraries, such that it is possible to change the used library without needing to touch the code that creates the content and having to learn yet another application programming interface (API) with different concepts. This is achieved by the separation of plot specification from the backend implementation. Together with a user extendable recipe system that allows users and package authors to create new plotting types from existing ones yields a high reuse potential. Plots.jl is publicly available at https://github. com/JuliaPlots/Plots.jl.

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Section: Usagementioning

confidence: 99%

Plots.jl -- a user extendable plotting API for the julia programming language

Christ¹,

Schwabeneder²,

Rackauckas³

2022

Preprint

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“…As an Open-Source Software PowerDynamics.jl was also already used for creating an online simulation environment for an online course about "inertia requirements for renewable power systems" 10 . The goal of the course is to guide participants through the topic of inertia issues and possible solutions for highly renewable power grids 11 .…”

Section: Commercial Impactmentioning

confidence: 99%

“…The construction of the differential equation system is based on Network-Dynamics.jl [10], a Julia package for simulating large dynamical systems on complex network structures that is also developed at PIK. The numerical integration is based on Julia's DifferentialEquations.jl package [11].…”

mentioning

confidence: 99%

PowerDynamics.jl -- An experimentally validated open-source package for the dynamical analysis of power grids

Plietzsch,

Kogler,

Auer

et al. 2021

Preprint

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PowerDynamics.jl is a Julia package for time-domain modeling of power grids that is specifically designed for the stability analysis of systems with high shares of renewable energies. It makes use of Julia's state-of-the-art differential equation solvers and is highly performant even for systems with a large number of components. Further, it is compatible with Julia's machine learning libraries and allows for the utilization of these methods for dynamical optimization and parameter fitting. The package comes with a number of predefined models for synchronous machines, transmission lines and inverter systems. However, the strict open-source approach and a macro-based user-interface also allows for an easy implementation of custom-built models which makes it especially interesting for the design and testing of new control strategies for distributed generation units. This paper presents how the modeling concept, implemented component models and fault scenarios have been experimentally tested against measurements in the microgrid lab of TECNALIA.

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NetworkDynamics.jl -- Composing and simulating complex networks in Julia

Cited by 2 publications

References 25 publications

Plots.jl -- a user extendable plotting API for the julia programming language

Plots.jl -- a user extendable plotting API for the julia programming language

PowerDynamics.jl -- An experimentally validated open-source package for the dynamical analysis of power grids

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