Research data: decentralized energy converter planning under deep uncertainty - ETA Research Factory case study [Dataset]

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datacite.relation.references https://doi.org/10.5281/zenodo.20597555
datacite.relation.references https://zenodo.org/communities/decentralized-industrial-energy-systems
datacite.relation.references https://doi.org/10.5281/zenodo.20623140
datacite.relation.references https://doi.org/10.5281/zenodo.20622830
datacite.relation.references https://doi.org/10.5281/zenodo.20623492
datacite.relation.references https://doi.org/10.5281/zenodo.20690545
datacite.relation.references https://doi.org/10.5281/zenodo.20597676
datacite.relation.references https://doi.org/10.5281/zenodo.20624765
datacite.relation.references https://doi.org/10.5281/zenodo.20624766
datacite.relation.references https://doi.org/10.5281/zenodo.20624769
datacite.relation.references https://doi.org/10.5281/zenodo.20656103
dc.contributor.author Frank, Michael
dc.date.accessioned 2026-06-16T18:27:28Z
dc.date.available 2025-05-14T05:56:08Z
dc.date.created 2025-11-04
dc.date.issued 2026-06-16
dc.description Research data supplement for the dissertation Planning of Decentralized Energy Converters of Industrial Energy Systems at Brownfield Production Sites under Deep Uncertainty (Michael Frank, TU Darmstadt). The deposit supports reproduction and verification of the monograph empirical chapters: systematic literature review (Chapter 3), pinch-based variant generation (Chapter 5), conventional stochastic/robust/regret optimization (Chapter 6), antifragile optimization with polynomial chaos expansions (Chapter 7), and sensitivity/stress-test analysis (Chapter 8). Contents: SLR CSV exports (table_251104_slr_overall_frank.zip); optimization run bundles (2026-*_*.zip) as store-only ZIP; plot bundles (PLOT-*.zip); ETA time series and scenario tables; ancillary WorldCat script. File formats: HDF5, JSON Lines, Parquet, LP, CSV companions for xlsx, graph.json for gpickle. Technical requirements: Python 3.11+, h5py, optional Gurobi, NetworkX. Software on Zenodo - see related_identifiers.csv. Author ORCID 0000-0002-8614-2231. Project funding code: 03EN4098A. en
dc.description.version 4
dc.identifier.uri https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4593.16
dc.identifier.uri https://doi.org/10.48328/tudatalib-1770.16
dc.language.iso en de_DE
dc.relation https://doi.org/10.5281/zenodo.20623140
dc.relation https://zenodo.org/communities/decentralized-industrial-energy-systems
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/public/eta-components
dc.relation https://doi.org/10.5281/zenodo.20597555
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/public/eta-mistral
dc.relation https://doi.org/10.5281/zenodo.20622830
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/public/eta-incerto
dc.relation https://doi.org/10.5281/zenodo.20623492
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/public/eta-stress
dc.relation https://doi.org/10.5281/zenodo.20690545
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/research-and-optimization-data-management-organizer
dc.relation https://doi.org/10.5281/zenodo.20597676
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/pinch-variant-generation-thermal-crosslinking
dc.relation https://doi.org/10.5281/zenodo.20624765
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/conventional-optimization-under-uncertainty
dc.relation https://doi.org/10.5281/zenodo.20624766
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/antifragile-optimization-under-uncertainty
dc.relation https://doi.org/10.5281/zenodo.20624769
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/global-sensitivity-and-stress-test-analysis
dc.relation https://doi.org/10.5281/zenodo.20656103
dc.relation https://git.ptw.maschinenbau.tu-darmstadt.de/eta-fabrik/publications/planning-of-decentralized-energy-converters-of-industrial-energy-systems-at-brownfield-production-sites-under-deep-uncertainty/high-performance-computing-operations
dc.rights CC BY-SA-NC 4.0 International
dc.rights.licenseCC-BY-4.0 (https://creativecommons.org/licenses/by/4.0)
dc.rights.uri https://creativecommons.org/licenses/by/4.0/
dc.subject industrial energy systems en
dc.subject brownfield production sites en
dc.subject decentralized energy converters en
dc.subject optimization under uncertainty en
dc.subject deep uncertainty en
dc.subject stochastic optimization en
dc.subject robust optimization en
dc.subject regret optimization en
dc.subject antifragile optimization en
dc.subject systematic literature review en
dc.subject pinch analysis en
dc.subject global sensitivity analysis en
dc.subject stress testing en
dc.subject ETA Research Factory en
dc.subject mixed-integer linear programming en
dc.subject.classification 4.11-05
dc.subject.ddc 650
dc.title Research data: decentralized energy converter planning under deep uncertainty - ETA Research Factory case study [Dataset] en
dc.type Dataset de_DE
dc.type Model
dc.type Workflow
dc.type Image
dc.type Text
dcterms.accessRights openAccess
person.identifier.orcid 0000-0002-8614-2231
tuda.agreements true
tuda.project Bund/BMWE | 03EN4098A | MISTRAL
tuda.unit TUDa

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data_260717_eta_full_year.csv885.36 KBcomma-separated values Download
worldcat_automation.user.js2.53 KBJavaScript Download
2026-03-10_0834_6b761f.zip598.76 MBZIP-Archivdateien Download
2026-04-13_1227_5e4eb9.zip252.04 MBZIP-Archivdateien Download
2026-04-13_1415_e80b10.zip254.95 MBZIP-Archivdateien Download
2026-04-19_1204_3595f2.zip2.42 MBZIP-Archivdateien Download
2026-04-22_1752_d0e2d5.zip5.18 MBZIP-Archivdateien Download
2026-05-11_1629_7e4b2a.zip6.87 MBZIP-Archivdateien Download
2026-05-21_1420_979cd9.zip8.31 MBZIP-Archivdateien Download
2026-06-07_1821_baseline_conv_tac.zip398.74 MBZIP-Archivdateien Download
ai_tools_register.csv917 Bcomma-separated values Download
file_index.csv5.1 KBcomma-separated values Download
PLOT-7WYMYH3NTZQVAB.zip46.04 KBZIP-Archivdateien Download
PLOT-D5F5GGHOKKJF6Z.zip45.9 KBZIP-Archivdateien Download
PLOT-FV3F5GIYTMR7H6.zip123.78 KBZIP-Archivdateien Download
PLOT-IQ2TSPZILYABN5.zip441.36 KBZIP-Archivdateien Download
PLOT-ITOPN3FMBDKH25.zip225.97 KBZIP-Archivdateien Download
PLOT-LXAWXV3G7MB6MG.zip278.67 KBZIP-Archivdateien Download
PLOT-THDL2BAXRHMWJT.zip109 KBZIP-Archivdateien Download
PLOT-TJGWGSFNSBECRA.zip224.45 KBZIP-Archivdateien Download
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Version History

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VersionDateSummary
16*
 2026-06-16 15:32:07
FAIR v16: store-only archives, CC-BY metadata, CSV/GraphML companions, curator review
15
 2026-06-12 13:58:27
FAIR v15: SLR CSV bundle (table_251104), README/related_identifiers/file_index/ai_tools_register; dissertation 8e95120
14
 2026-06-12 13:17:15
Remove unrelated files.
12
 2026-04-14 18:44:38
add run 6b761f
11
 2026-04-14 15:17:33
add conventional optimization plots
10
 2026-04-14 14:12:15
change series and scenario plots
9
 2026-04-14 13:39:05
add typical series plot
8
 2026-04-14 12:19:12
add scenario data
7
 2026-04-14 12:05:23
adapt reference tables
6
 2026-04-14 11:53:18
add plots
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