Dataset containing load profiles of two machine tools, corresponding production schedules, lists of processed workpieces, and MES-based production timestamps
| dc.contributor.author | Wächter, Andreas | |
| dc.date.accessioned | 2026-06-09T15:15:53Z | |
| dc.date.created | 2025-04 | |
| dc.date.issued | 2026-06-09 | |
| dc.description | 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. | |
| dc.identifier.uri | https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/5168 | |
| dc.identifier.uri | https://doi.org/10.48328/tudatalib-2255 | |
| dc.language.iso | en | |
| dc.rights.license | CC-BY-4.0 (https://creativecommons.org/licenses/by/4.0) | |
| dc.subject | Allocation | |
| dc.subject | Load Profile | |
| dc.subject | energy use | |
| dc.subject | Machine Tool | |
| dc.subject.classification | 4.11-01 | |
| dc.subject.classification | 4.11-05 | |
| dc.subject.ddc | 670 | |
| dc.subject.ddc | 650 | |
| dc.title | Dataset containing load profiles of two machine tools, corresponding production schedules, lists of processed workpieces, and MES-based production timestamps | |
| dc.type | Dataset | |
| dcterms.accessRights | restrictedAccess | |
| person.identifier.orcid | 0000-0002-7687-253X | |
| tuda.agreements | true | |
| tuda.project | DLR | 01MN23023F | CliCE-DiPP | |
| tuda.unit | TUDa |
Files
Original bundle
1 - 7 of 7
| Name | Description | Size | Format | |
|---|---|---|---|---|
| ts_load_profile_CMX600V.txt | 1.77 MB | Plain Text | ||
| ts_load_profile_DMU50.txt | 2.53 MB | Plain Text | ||
| production_schedule.pdf | 422.85 KB | Adobe Portable Document Format | ||
| pictures_workpieces.pdf | 173.76 KB | Adobe Portable Document Format | ||
| MES_Export_timestamps_CMX600V.txt | 35.34 KB | Plain Text | ||
| MES_Export_timestamps_DMU50.txt | 26.14 KB | Plain Text | ||
| Readme.txt | Readme for dataset. | 1.44 KB | Plain Text |