Energy
The transition to renewables creates challenges for the electricity grid (which will become a smart grid) and the coordination of energy production and consumption - consumers and producers will become prosumers. Modeling languages and tools can play a role here to improve the design, reliability, testing, etc. of complex energy systems. We are involved in the development of the Open Energy Platform, the Open Energy Ontology and the Open Energy Knowledge Graph. We use deep learning and neurosymbolic methods, e.g. for reasoning on the knowledge graph and for reducing the complexity of energy models, and our working group is involved in various research projects in the field of energy system simulation.
Ongoing projects
- Standards and Scopes for Interoperable Energy Related Ontologies ( Flex-Projekt in NFDI4Energy)
- DB4KWP From plan to change: Using databases and knowledge graphs to make the results and data of municipal heat planning comparable and usable ( DB4KWP - Reiner Lemoine Institut)
Completed projects
- open_ego Netzebenen-übergreifendes Planungsinstrument zur Bestimmung des optimalen Netz- und Speicherausbaus in Deutschland integriert in einer OpenEnergy-Plattform
- open FRED Erstellung von Einspeisezeitreihen der fluktuierenden Erneuerbaren Energien auf Basis einer offenen Datenbank
- ego^n Offenes netzebenen- und sektorenübergreifendes Planungsinstrument zur Bestimmung des optimalen Einsatzes und Ausbaus von Flexibilitätsoptionen in Deutschland
- SzenarienDB Freie Datenbank für Klima- und Energieszenarien
- SIROP Automatisiertes Vergleichen von Energieszenarien
- Stadt-Land-Energie Robustheit und Übertragbarkeit von interkommunalen Energiewendeszenarien im Stadt-Land-Nexus
Publications
2025
Modelling model uncertainties ontologically .
In: C. Masolo, editor, International Conference on Formal Ontology in Information Systems (FOIS) . 2025. to appear
Mirjam Stappel, Till Mossakowski, Fabian Neuhaus and Sarah Berendes.
[BibTeX]
2021
Introducing the Open Energy Ontology: Enhancing Data Interpretation and Interfacing in Energy Systems Analysis.
Energy and AI, 2021.
Meisam Booshehri, Lukas Emele, Simon Flügel, Hannah Förster, Johannes Frey, Ulrich Frey, Martin Glauer, Janna Hastings, Christian Hofmann, Carsten Hoyer-Klick, Ludwig Hülk, Anna Kleinau, Kevin Knosala, Leander Kotzur, Patrick Kuckertz, Till Mossakowski, Christoph Muschner, Fabian Neuhaus, Michaja Pehl, Martin Robinius, Vera Sehn and Mirjam Stappel.
[doi] [BibTeX]