Opening the black box of energy modelling: Strategies and lessons learned

The global energy system is undergoing a major transition, and in energy planning and decision-making across governments, industry and academia, models play a crucial role. Because of their policy relevance and contested nature, the transparency and open availability of energy models and data are of...

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Main Authors: Stefan Pfenninger, Lion Hirth, Ingmar Schlecht, Eva Schmid, Frauke Wiese, Tom Brown, Chris Davis, Matthew Gidden, Heidi Heinrichs, Clara Heuberger, Simon Hilpert, Uwe Krien, Carsten Matke, Arjuna Nebel, Robbie Morrison, Berit Müller, Guido Pleßmann, Matthias Reeg, Jörn C. Richstein, Abhishek Shivakumar, Iain Staffell, Tim Tröndle, Clemens Wingenbach
Format: Article
Language:English
Published: Elsevier 2018-01-01
Series:Energy Strategy Reviews
Online Access:http://www.sciencedirect.com/science/article/pii/S2211467X17300809
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spelling doaj-b08b26ba10db4c88be6f88a92bac9b682020-11-25T00:28:28ZengElsevierEnergy Strategy Reviews2211-467X2018-01-01196371Opening the black box of energy modelling: Strategies and lessons learnedStefan Pfenninger0Lion Hirth1Ingmar Schlecht2Eva Schmid3Frauke Wiese4Tom Brown5Chris Davis6Matthew Gidden7Heidi Heinrichs8Clara Heuberger9Simon Hilpert10Uwe Krien11Carsten Matke12Arjuna Nebel13Robbie Morrison14Berit Müller15Guido Pleßmann16Matthias Reeg17Jörn C. Richstein18Abhishek Shivakumar19Iain Staffell20Tim Tröndle21Clemens Wingenbach22ETH Zürich, Switzerland; Corresponding author.Neon Neue Energieökonomik GmbH, Berlin, Germany; Hertie School of Governance, Berlin, Germany; Mercator Research Institute on Global Commons and Climate Change (MCC), Berlin, GermanyUniversity of Basel, SwitzerlandGERMANWATCH, Berlin, Germany; PIK, Potsdam, GermanyDanish Technical University, DenmarkFIAS, University of Frankfurt, GermanyUniversity of Groningen, The NetherlandsIIASA, Laxenburg, AustriaInstitute of Energy and Climate Research, FZ Jülich, GermanyImperial College London, UKUniversity of Flensburg, GermanyReiner Lemoine Institute, GermanyDLR Institute of Networked Energy Systems, Oldenburg, GermanyWuppertal Institute, GermanyEnergy Consultant, Berlin, GermanyReiner Lemoine Institute, GermanyReiner Lemoine Institute, GermanyDLR, GermanyDIW, Berlin, GermanyKTH Royal Institute of Technology, Stockholm, SwedenImperial College London, UKCambridge University, UKUniversity of Flensburg, GermanyThe global energy system is undergoing a major transition, and in energy planning and decision-making across governments, industry and academia, models play a crucial role. Because of their policy relevance and contested nature, the transparency and open availability of energy models and data are of particular importance. Here we provide a practical how-to guide based on the collective experience of members of the Open Energy Modelling Initiative (Openmod). We discuss key steps to consider when opening code and data, including determining intellectual property ownership, choosing a licence and appropriate modelling languages, distributing code and data, and providing support and building communities. After illustrating these decisions with examples and lessons learned from the community, we conclude that even though individual researchers' choices are important, institutional changes are still also necessary for more openness and transparency in energy research. Keywords: Open source, Open data, Energy modellinghttp://www.sciencedirect.com/science/article/pii/S2211467X17300809
collection DOAJ
language English
format Article
sources DOAJ
author Stefan Pfenninger
Lion Hirth
Ingmar Schlecht
Eva Schmid
Frauke Wiese
Tom Brown
Chris Davis
Matthew Gidden
Heidi Heinrichs
Clara Heuberger
Simon Hilpert
Uwe Krien
Carsten Matke
Arjuna Nebel
Robbie Morrison
Berit Müller
Guido Pleßmann
Matthias Reeg
Jörn C. Richstein
Abhishek Shivakumar
Iain Staffell
Tim Tröndle
Clemens Wingenbach
spellingShingle Stefan Pfenninger
Lion Hirth
Ingmar Schlecht
Eva Schmid
Frauke Wiese
Tom Brown
Chris Davis
Matthew Gidden
Heidi Heinrichs
Clara Heuberger
Simon Hilpert
Uwe Krien
Carsten Matke
Arjuna Nebel
Robbie Morrison
Berit Müller
Guido Pleßmann
Matthias Reeg
Jörn C. Richstein
Abhishek Shivakumar
Iain Staffell
Tim Tröndle
Clemens Wingenbach
Opening the black box of energy modelling: Strategies and lessons learned
Energy Strategy Reviews
author_facet Stefan Pfenninger
Lion Hirth
Ingmar Schlecht
Eva Schmid
Frauke Wiese
Tom Brown
Chris Davis
Matthew Gidden
Heidi Heinrichs
Clara Heuberger
Simon Hilpert
Uwe Krien
Carsten Matke
Arjuna Nebel
Robbie Morrison
Berit Müller
Guido Pleßmann
Matthias Reeg
Jörn C. Richstein
Abhishek Shivakumar
Iain Staffell
Tim Tröndle
Clemens Wingenbach
author_sort Stefan Pfenninger
title Opening the black box of energy modelling: Strategies and lessons learned
title_short Opening the black box of energy modelling: Strategies and lessons learned
title_full Opening the black box of energy modelling: Strategies and lessons learned
title_fullStr Opening the black box of energy modelling: Strategies and lessons learned
title_full_unstemmed Opening the black box of energy modelling: Strategies and lessons learned
title_sort opening the black box of energy modelling: strategies and lessons learned
publisher Elsevier
series Energy Strategy Reviews
issn 2211-467X
publishDate 2018-01-01
description The global energy system is undergoing a major transition, and in energy planning and decision-making across governments, industry and academia, models play a crucial role. Because of their policy relevance and contested nature, the transparency and open availability of energy models and data are of particular importance. Here we provide a practical how-to guide based on the collective experience of members of the Open Energy Modelling Initiative (Openmod). We discuss key steps to consider when opening code and data, including determining intellectual property ownership, choosing a licence and appropriate modelling languages, distributing code and data, and providing support and building communities. After illustrating these decisions with examples and lessons learned from the community, we conclude that even though individual researchers' choices are important, institutional changes are still also necessary for more openness and transparency in energy research. Keywords: Open source, Open data, Energy modelling
url http://www.sciencedirect.com/science/article/pii/S2211467X17300809
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