Evidence map›Paper›PMID 41436481›Full record

ArticleNature communications2025

The benefits of exploring a large scenario space for future energy systems.

Ulrich Joachim Frey, Karl-Kiên Cao, Shima Sasanpour, Jan Buschmann, Thomas Breuer

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Ulrich Joachim FreyGerman Aerospace Center (DLR), Institute of Networked Energy Systems, Curiestr. 4, Stuttgart, Germany. ulrich.frey@uni-graz.at.ORCID http://orcid.org/0000-0002-9803-1336
Karl-Kiên CaoGerman Aerospace Center (DLR), Institute of Networked Energy Systems, Curiestr. 4, Stuttgart, Germany. karl-kien.cao@dlr.de.ORCID http://orcid.org/0000-0002-9720-0337
Shima SasanpourGerman Aerospace Center (DLR), Institute of Networked Energy Systems, Curiestr. 4, Stuttgart, Germany.ORCID http://orcid.org/0000-0002-7502-6841
Jan BuschmannGerman Aerospace Center (DLR), Institute of Networked Energy Systems, Carl-von-Ossietzky-Str. 15, Oldenburg, Germany.
Thomas BreuerForschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, Jülich Supercomputing Centre, Jülich, Germany.ORCID http://orcid.org/0000-0003-3979-4795

Funding

Bundesministerium für Wirtschaft und Energie (Federal Ministry for Economic Affairs and Energy) FKZ 03EI1004A
6 · The paper itself

Abstract

Energy scenario analysis with optimization approaches rarely goes beyond a small number of scenarios. Disadvantages include limited coverage of uncertainties and assumptions, and a limited ability to provide robust policy advice. We present an approach that enables the multi-criterial evaluation of more than 11,000 scenarios and demonstrate it for the German power system. We vary both a wide range of input parameters and method choices. The resulting scenarios are assessed through a number of indicators on affordability, supply-security and sustainability. The most significant impacts on the results stem from considering multiple weather years. Furthermore, we estimate the number of runs required for robust energy systems analyses - well over 100 scenarios are needed. Nevertheless, fewer scenarios may be sufficient for limited scopes. Our analysis also underlines a challenge for future energy system design: cost-efficient decarbonization while conserving natural resources.

Identifiers

PMID41436481
PMCPMC12827242

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.