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Real-world energy data of 200 feeders from low-voltage grids with metadata in Germany over two years

Treutlein, Manuel ORCID iD icon 1; Bothe, Pascal; Schmidt, Marc; Hahn, Roman; Neumann, Oliver; Gielnik, Frederik 2; Mikut, Ralf ORCID iD icon 1; Hagenmeyer, Veit ORCID iD icon 1
1 Institut für Automation und angewandte Informatik (IAI), Karlsruher Institut für Technologie (KIT)
2 Institut für Elektroenergiesysteme und Hochspannungstechnik (IEH), Karlsruher Institut für Technologie (KIT)

Abstract:

he last mile of the distribution grid is crucial for a successful energy transition, as more low-carbon technology like photovoltaic systems, heat pumps, and electric vehicle chargers connect to the lowvoltage grid. Despite considerable challenges in operation and planning, researchers often lack access to suitable low-voltage grid data. To address this, we present the FeederBW dataset with data recorded by the German distribution system operator Netze BW. It offers real-world energy data from 200 lowvoltage feeders over two years (2023-2025) with weather information and detailed metadata, including changes in low-carbon technology installations. The dataset includes feeder-specific details such as the number of housing units, installed power of low-carbon technology, and aggregated industrial energy data. Furthermore, high photovoltaic feed-in and one-minute temporal resolution makes the dataset unique. FeederBW supports various applications, including machine learning for load forecasting, conducting non-intrusive load monitoring, generating synthetic data, and analyzing the interplay between weather, feeder measurements, and metadata. ... mehr


Verlagsausgabe §
DOI: 10.5445/IR/1000196828
Veröffentlicht am 07.09.2026
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Automation und angewandte Informatik (IAI)
Institut für Elektroenergiesysteme und Hochspannungstechnik (IEH)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2026
Sprache Englisch
Identifikator ISSN: 2052-4463
KITopen-ID: 1000196828
Erschienen in Scientific Data
Verlag Nature Research
Band 13
Heft 1
Seiten 1283
Vorab online veröffentlicht am 05.09.2026
Nachgewiesen in Web of Science
OpenAlex
Scopus
Globale Ziele für nachhaltige Entwicklung Ziel 7 – Bezahlbare und saubere EnergieZiel 9 – Industrie, Innovation und InfrastrukturZiel 13 – Maßnahmen zum Klimaschutz
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