2026-06-09T23:08:01Zhttps://www.radar-service.eu/oai/OAIHandler10.35097/JieKFMOeZgzCYGmh2025-01-28T13:40:47Zradar4kit
10.35097/JieKFMOeZgzCYGmh
Dengiz, Thomas
Thomas
Dengiz
Institut für Industriebetriebslehre und Industrielle Produktion (IIP), Karlsruher Institut für Technologie (KIT)
Kleinebrahm, Max
Max
Kleinebrahm
0000-0002-6957-2379
Institut für Industriebetriebslehre und Industrielle Produktion (IIP), Karlsruher Institut für Technologie (KIT)
Input and result data for the paper "Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps"
Karlsruhe Institute of Technology
2024
2024
Economics
Open Access
Creative Commons Attribution Share Alike 4.0 International
Dengiz, Thomas
Kleinebrahm, Max
0000-0002-6957-2379
This is the dataset for a paper that analyses the use of imitation learning for controlling heat pumps. The dataset includes the input time series data used in the simulations. Further, we added the experiments' outcomes and resulting load profiles to the dataset. There is a txt file in each main folder with the name "Information" that describes the data in more detail.
https://publikationen.bibliothek.kit.edu/1000172089
application/x-tar