Dataset containing load profiles of two machine tools, corresponding production schedules, lists of processed workpieces, and MES-based production timestamps

Dataset accompanying the paper "Production lot-specific allocation of energy demand using data mining on machine tool load profiles" by Andreas Wächter [0000-0002-7687-253X] and Ivan Uzunov [0009-0005-3781-9946].

This dataset contains load profiles (electrical power measurements with timestamps) from two machine tools during the processing of different manufacturing orders and workpieces. In addition, the timestamps associated with the processing of individual workpieces and orders are provided as an export from a Manufacturing Execution System (MES), along with an overview of the processed workpieces.

The use of this dataset is governed by the corresponding license agreement. Users are required to appropriately acknowledge and cite the source of the dataset in any publication or other work based on these data.

Identifier
Source https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/5168
Metadata Access https://tudatalib.ulb.tu-darmstadt.de/server/oai/openairedata?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:tudatalib.ulb.tu-darmstadt.de:tudatalib/5168
Provenance
Creator Wächter, Andreas (ORCID: 0000-0002-7687-253X)
Publisher Technische Universität Darmstadt
Contributor Technische Universität Darmstadt
Publication Year 2026
Rights Creative Commons Attribution 4.0 International; info:eu-repo/semantics/restrictedAccess; https://creativecommons.org/licenses/by/4.0
OpenAccess false
Contact https://tudatalib.ulb.tu-darmstadt.de/docs/en/kontakt/
Representation
Language English
Resource Type Dataset
Format text/plain; application/pdf
Size 1.77 MB; 2.53 MB; 422.85 KB; 173.76 KB; 35.34 KB; 26.14 KB; 1.44 KB
Discipline Other