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Dataset accompanying "How much demand side flexibility do we need? - Analyzing where to exploit flexibility in industrial processes"

Barth, Lukas; Hagenmeyer, Veit; Ludwig, Nicole; Wagner, Dorothea



Zugehörige Institution(en) am KIT Institut für Programmstrukturen und Datenorganisation (IPD)
Institut für Prozessdatenverarbeitung und Elektronik (IPE)
Institut für Theoretische Informatik (ITI)
Institut für Automation und angewandte Informatik (IAI)
Publikationstyp Forschungsdaten/Bilder
Jahr 2018
Erstellungszeitraum 18.04.2018
Identifikator DOI (KIT): 10.5445/IR/1000082194
KITopen ID: 1000082194
HGF-Programm 37.06.01; LK 01
Lizenz CC BY 4.0: Creative Commons Namensnennung 4.0 International
Projektinformation GRK 2153/1 (DFG, DFG KOORD, GRK 2153/1)
Liesmich

This data accompanies the Paper "How much demand side flexibility do we need? - Analyzing where to exploit flexibility in industrial processes".[0]

The raw data which this data set is based on, is the HIPE dataset[1], which can be found at https://www.energystatusdata.kit.edu/hipe.php . In the accompanying publication, you can find an in-depth description of the data, how it was gathered, what types of machines were covered, etc.

This data package contains:

  • The instances of the four test sets in [0]. These can be found in the subfolder "instances". The "PS_Nonuniform", "PS_Uniform", "PSG" and "OM" subfolders contain the 450 instances of each set, one instance per file. The file format is explained in the "file_format.{md, html, pdf}" files.

  • Information about our computational results as a SQLite3 database in the "results" subfolder. Information about the database structure can be found in the "db_structure.{md, html, pdf}" files.

[0] Lukas Barth, Veit Hagenmeyer, Nicole Ludwig, and Dorothea Wagner. 2018. How much demand side flexibility do we need? Analyzing where to exploit flexibility in industrial processes. In Proceedings of ACM eEnergy Conference (eEnergy’18). ACM, New York, NY, USA, 20 pages. (to appear)

[1] Simon Bischof, Holger Trittenbach, Michael Vollmer, Dominik Werle, Thomas Blank, and Klemens Böhm. 2018. HIPE – an Energy-Status-Data Set from Industrial Production. In Proceedings of ACM e-Energy (e-Energy ’18). ACM, New York, NY, USA, 5 pages. (to appear)

Art der Forschungsdaten Dataset
Zugehörige Publikationen Publikation zu den Forschungsdaten: How much demand side flexibility do we need? - Analyzing where to exploit flexibility in industrial processes [in press]; Barth, Lukas Hagenmeyer, Veit Ludwig, Nicole Wagner, Dorothea (2018) Proceedingsbeitrag (1000082193)
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