Input and result data for the paper "Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps"

DOI

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.

Identifier
DOI https://doi.org/10.35097/JieKFMOeZgzCYGmh
Related Identifier IsIdenticalTo https://publikationen.bibliothek.kit.edu/1000172089
Metadata Access https://www.radar-service.eu/oai/OAIHandler?verb=GetRecord&metadataPrefix=datacite&identifier=10.35097/JieKFMOeZgzCYGmh
Provenance
Creator Dengiz, Thomas; Kleinebrahm, Max ORCID logo
Publisher Karlsruhe Institute of Technology
Contributor RADAR
Publication Year 2024
Rights Open Access; Creative Commons Attribution Share Alike 4.0 International; info:eu-repo/semantics/openAccess; https://creativecommons.org/licenses/by-sa/4.0/legalcode
OpenAccess true
Representation
Resource Type Dataset
Format application/x-tar
Discipline Economics; Social and Behavioural Sciences