Verbundvorhaben: UNSEEN ' Bewertung der Unsicherheiten in linear optimierenden Energiesystem-Modellen unter Zuhilfenahme Neuronaler Netze, Teilvorhaben: Entwicklung einer integrierten HPC-Workflow Umgebung zur Kopplung von Optimierungsmethoden mit Methode

Grant period2019-10-01 - 2022-09-30
Funding bodyFederal Ministry for Economic Affairs and Energy
 BMWi
Grant numbergrant.8660727
IdentifierG:(BMWi)03EI1004F

Note: Im Verbund mit Partnern aus der Energiesystemmodellierung sowie der mathematischen Optimierung wird ein Verfahren entwickelt, dass die Methoden der klassischen mathematischen Optimierung mit modernen Methoden des Maschinellen Lernens auf High-Performance-
 

Recent Publications

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Tackling the multitude of uncertainties in energy systems analysis by model coupling and high-performance computing
Frontiers in environmental economics 3, 1398358 () [10.3389/frevc.2024.1398358] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Tackling challenges in energy system research with HPC
ISC High Performance 2023, ISC 2023, HamburgHamburg, Germany, 21 May 2023 - 25 May 20232023-05-212023-05-25 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A multi-perspective approach for exploring the scenario space of future power systems
Operations Research Proceedings 2022 / Grothe, Oliver (Editor) ; Cham : Springer International Publishing, 2023, Chapter 13 ; ISSN: 2731-040X=2731-0418 ; ISBN: 978-3-031-24906-8=978-3-031-24907-5 ; doi:10.1007/978-3-031-24907-5
International Conference on Operations Research, OR 2022, KarlsruheKarlsruhe, Germany, 6 Sep 2022 - 9 Sep 20222022-09-062022-09-09
Cham : Springer International Publishing, Lecture Notes in Operations Research 105-112 () [10.1007/978-3-031-24907-5_13] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Enabling energy systems research on HPC
SC Technical Program Archives - Research posters
The International Conference for High Performance Computing, Networking, Storage, and Analysis, SC22, DallasDallas, USA, 13 Nov 2022 - 18 Nov 20222022-11-132022-11-18
SC22 Supercomputing conference 3 pp. ()  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

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JUBE (Version 2.5.1)
[10.5281/ZENODO.7534373] BibTeX | EndNote: XML, Text | RIS

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A multi-perspective approach for exploring the scenario space of future power systems
International Conference on Operations Research, OR 2022, KarlsruheKarlsruhe, Germany, 6 Sep 2022 - 9 Sep 20222022-09-062022-09-09 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Szenarien mit Energieinfrastrukturausfällen unter Einbezug multipler Parameterunsicherheiten
6. Jahrestreffen des Forschungsnetzwerks Energiesystemanalyse, BerlinBerlin, Germany, 8 Nov 2022 - 9 Nov 20222022-11-082022-11-09 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;  ;  ;  ;  ;
Enabling energy systems research on HPC
The International Conference for High Performance Computing, Networking, Storage, and Analysis, SC22, DallasDallas, USA, 13 Nov 2022 - 18 Nov 20222022-11-132022-11-18 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Evaluation of uncertainties in linear energy system optimization models using HPC and neural networks
ISC High Performance 2022, ISC 2022, HamburgHamburg, Germany, 29 May 2022 - 2 Jun 20222022-05-292022-06-02 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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 Record created 2021-09-20, last modified 2021-09-20



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