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How to speed-up computing time of energy system models: Key findings from the BEAM-ME project

Borggrefe, Frieder and Balyk, Olyexandr and Buchholz, Stefanie and Hobbie, Hannes and Jeddi, Samir and Leisen, Robin and Panos, Evangelos and Schönheit, David and Rehfeldt, Daniel and Gleixner, Ambros (2019) How to speed-up computing time of energy system models: Key findings from the BEAM-ME project. 30th European Conference on Operation Research (EURO 2019), 23.-26. Juni 2019, Dublin, Ireleand.

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Abstract

This paper provides results from the BEAM-ME project. The project was conducted by an interdisciplinary team of energy modelers, software developer, experts in high performance computing and operation research. One aim of the project was to develop a novel approach for distributed computing and application of energy system models to high performance computing. Further the project investigated conceptual speed-up methods. In this paper we provide an overview of the main lessons learned from the different approaches. It outlines difficulties that arise for modelers when applying energy system models based on linear programming on large scale distributed machines. Further it offers suggestions for modelers how speed-up of energy system models could be reached from a modelling perspective. The BEAM-Me project is funded by the German Ministry of Economic Affairs and Energy.

Item URL in elib:https://elib.dlr.de/133146/
Document Type:Conference or Workshop Item (Speech)
Title:How to speed-up computing time of energy system models: Key findings from the BEAM-ME project
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Borggrefe, FriederFrieder.Borggrefe (at) dlr.dehttps://orcid.org/0000-0001-5733-128X
Balyk, Olyexandrobal (at) dtu.dkhttps://orcid.org/0000-0003-2388-7057
Buchholz, Stefaniestebu (at) dtu.dkhttps://orcid.org/0000-0002-3546-8178
Hobbie, Hanneshannes.hobbie (at) tu-dresden.dehttps://orcid.org/0000-0002-9416-6786
Jeddi, SamirSamir.Jeddi (at) ewi.uni-koeln.dehttps://orcid.org/0000-0003-0819-9723
Leisen, Robinrobin.leisen (at) wiwinf.uni-due.dehttps://orcid.org/0000-0001-8310-6182
Panos, Evangelosevangelos.panos (at) psi.chUNSPECIFIED
Schönheit, Daviddavid_josua.schoenheit (at) tu-dresden.dehttps://orcid.org/0000-0002-5484-0967
Rehfeldt, Danielrehfeldt (at) zib.dehttps://orcid.org/0000-0002-2877-074X
Gleixner, Ambrosgleixner (at) zib.dehttps://orcid.org/0000-0003-0391-5903
Date:24 June 2019
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:energy system models; linear programming; BEAM-ME; distributed computing; high performance computing; operation research
Event Title:30th European Conference on Operation Research (EURO 2019)
Event Location:Dublin, Ireleand
Event Type:national Conference
Event Dates:23.-26. Juni 2019
Organizer:EURO - The Association of European Operational Research Societies
HGF - Research field:Energy
HGF - Program:Technology, Innovation and Society
HGF - Program Themes:Renewable Energy and Material Resources for Sustainable Futures - Integrating at Different Scales
DLR - Research area:Energy
DLR - Program:E SY - Energy Systems Analysis
DLR - Research theme (Project):E - Systems Analysis and Technology Assessment
Location: Stuttgart
Institutes and Institutions:Institute of Engineering Thermodynamics > Energy Systems Analysis
Deposited By: Borggrefe, Frieder
Deposited On:20 Dec 2019 13:36
Last Modified:20 Dec 2019 13:36

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