ORCID: https://orcid.org/0000-0002-9944-4108 und Wallscheid, Oliver
ORCID: https://orcid.org/0000-0001-9362-8777
(May 2020):
Towards a Scalable and Flexible Simulation and Testing Environment Toolbox for Intelligent Microgrid Control.
In: Journal of Open Source Software, Vol. 5, No. 54: p. 2435
[PDF, 388kB]

Abstract
The OpenModelica Microgrid Gym (OMG) toolbox provides a transient simulation framework for local energy grids based on power electronic converters. OpenModelica is used as the backend, allowing users to set up arbitrary electric grid designs via its well-known graphical user interface in a plug-and-play fashion (Fritzson et al., 2018). Simulations can be configured using a python interface, making it easy to integrate software modules for the realization and testing of closed control loops. In addition, the OpenAI Gym interface is provided to connect data-driven reinforcement learning algorithms for investigating intelligent microgrid control approaches (Brockman et al., 2016).
Item Type: | Journal article |
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Form of publication: | Publisher's Version |
Keywords: | OpenModelica, Microgrids, Reinforcement Learning, Energy Systems, Simulation Testing, Control |
Faculties: | Mathematics, Computer Science and Statistics > Computer Science > Artificial Intelligence and Machine Learning |
Subjects: | 000 Computer science, information and general works > 004 Data processing computer science |
URN: | urn:nbn:de:bvb:19-epub-91621-6 |
ISSN: | 2475-9066 |
Language: | English |
Item ID: | 91621 |
Date Deposited: | 24. Mar 2022 10:25 |
Last Modified: | 17. Dec 2024 10:33 |