The Open Energy Modelling Initiative (openmod) is a grassroots community of energy system modellers from universities and research institutes across Europe and elsewhere. The initiative promotes the use of open-source software and open data in energy modelling for research and policy advice. The Open Energy Modelling Initiative documents a variety of open-source energy models and addresses practical and conceptual issues regarding their development and application. The initiative runs an email list, an internet forum, and a wiki and hosts occasional academic workshops. A statement of aims is available.
Context
The application of open-source development to energy modelling dates back to around 2003. This section provides some background for the growing interest in open methods.
Growth in open energy modelling
Just two active open energy modelling projects were cited in a 2011 paper: OSeMOSYS and TEMOA. Balmorel was also public at that time, having been made available on a website in 2001. As of October 2021, the Open Energy Platform lists 17open energy frameworks and about 50open energy models.
Academic literature
This 2012 paper presents the case for using "open, publicly accessible software and data as well as crowdsourcing techniques to develop robust energy analysis tools". The paper claims that these techniques can produce high-quality results and are particularly relevant for developing countries.
There is an increasing call for the energy models and datasets used for energy policy analysis and advice to be made public in the interests of transparency and quality. A 2010 paper concerning energy efficiency modelling argues that "an open peer review process can greatly support model verification and validation, which are essential for model development". One 2012 study argues that the source code and datasets used in such models should be placed under publicly accessible version control to enable third-parties to run and check specific models. Another 2014 study argues that the public trust needed to underpin a rapid transition in energy systems can only be built through the use of transparent open-source energy models. The UK TIMES project (UKTM) is open source, according to a 2014 presentation, because "energy modelling must be replicable and verifiable to be considered part of the scientific process" and because this fits with the "drive towards clarity and quality assurance in the provision of policy insights". In 2016, the Deep Decarbonization Pathways Project (DDPP) is seeking to improve its modelling methodologies, a key motivation being "the intertwined goals of transparency, communicability and policy credibility." A 2016 paper argues that model-based energy scenario studies, wishing to influence decision-makers in government and industry, must become more comprehensible and more transparent. To these ends, the paper provides a checklist of transparency criteria that should be completed by modellers. The authors note however that they "consider open source approaches to be an extreme case of transparency that does not automatically facilitate the comprehensibility of studies for policy advice." An editorial from 2016 opines that closed energy models providing public policy support "are inconsistent with the open access movement [and] publically [sic] funded research". A 2017 paper lists the benefits of open data and models and the reasons that many projects nonetheless remain closed. The paper makes a number of recommendations for projects wishing to transition to a more open approach. The authors also conclude that, in terms of openness, energy research has lagged behind other fields, most notably physics, biotechnology, and medicine. Moreover:
"Given the importance of rapid global coordinated action on climate mitigation and the clear benefits of shared research efforts and transparently reproducible policy analysis, openness in energy research should not be for the sake of having some code or data available on a website, but as an initial step towards fundamentally better ways to both conduct our research and engage decision-makers with [our] models and the assumptions embedded within them."
A one-page opinion piece in Nature News from 2017 advances the case for using open energy data and modelling to build public trust in policy analysis. The article also argues that scientific journals have a responsibility to require that data and code be submitted alongside text for scrutiny, currently only Energy Economics makes this practice mandatory within the energy domain.
Copyright and open energy data
Issues surrounding copyright remain at the forefront with regard to open energy data. Most energy datasets are collated and published by official or semi-official sources, for example, national statistics offices, transmission system operators, and electricity market operators. The doctrine of open data requires that these datasets be available under free licences (such as CC BY 4.0) or be in the public domain. But most published energy datasets carry proprietary licences, limiting their reuse in numerical and statistical models, open or otherwise. Measures to enforce market transparency have not helped because the associated information is normally licensed to preclude downstream usage. Recent transparency measures include the 2013 European energy market transparency regulation 543/2013 and a 2016 amendment to the German Energy Industry Act to establish a nation energy information platform, slated to launch on 1July 2017. Energy databases may also be protected under general database law, irrespective of the copyright status of the information they hold.
In December 2017, participants from the Open Energy Modelling Initiative and allied research communities made a written submission to the European Commission on the re-use of public sector information. The document provides a comprehensive account of the data issues faced by researchers engaged in open energy system modelling and energy market analysis and quoted extensively from a German legal opinion.
In May 2020, participants from the Open Energy Modelling Initiative made a further submission on the European strategy for data. In mid2021, participants made two written submissions on a proposed Data Act — legislative work-in-progress intended primarily to improve public interest business-to-government (B2G) information transfers within the European Economic Area (EEA). More specifically, the two Data Act submissions drew attention to restrictive but nonetheless compliant public disclosure reporting practices deployed by the European Energy Exchange (EEX).
Public policy support
In May 2016, the European Union announced that "all scientific articles in Europe must be freely accessible as of 2020". This is a step in the right direction, but the new policy makes no mention of open software and its importance to the scientific process. In August 2016, the United States government announced a new federal source code policy which mandates that at least 20% of custom source code developed by or for any agency of the federal government be released as open-source software (OSS). The US Department of Energy (DOE) is participating in the program. The project is hosted on a dedicated website and subject to a three-year pilot. Open-source campaigners are using the initiative to advocate that European governments adopt similar practices. In 2017 the Free Software Foundation Europe (FSFE) issued a position paper calling for free software and open standards to be central to European science funding, including the flagship EU program Horizon2020. The position paper focuses on open data and open data processing and the question of open modelling is not traversed perse.
Adoption by regulators and industry generally
A trend evident by 2023 is the adoption of regulators within the European Union and North America. Fairley(2023), writing in the IEEE Spectrum publication, provides an overview. And as one example, the Canada Energy Regulator is using the PyPSA framework for systems analysis.
Workshops
The Open Energy Modelling Initiative participants take turns to host regular academic workshops.
The Open Energy Modelling Initiative also holds occasional specialist meetings.
See also
- Crowdsourcing
- Energy system – the interpretation of the energy sector in system terms
- Free Software Foundation Europe – a non-profit organisation advocating for free software in Europe
- Open data
- Open energy system models – a review of energy models that are also open source
- Open energy system databases – database projects which collect, clean, and republish energy-related datasets
Further reading
External links
Official openmod
Open energy data
- Open Energy Platform – a collaborative versioned database for storing open energy system model datasets
- Energypedia – a wiki-based collaborative knowledge exchange covering sustainable energy topics in developing countries
- Open Power System Data project – triggered by the work of the Open Energy Modelling Initiative
- OpenEI – a US-based open energy data portal
Similar initiatives
- soundsoftware.ac.uk – an open modelling community for acoustic and music software
Other
References
- Creative Commons CC‑BY‑4.0 license. Robbie Morrison. An open energy system modeling community Leibniz Research Alliance Open Science, 20 November 2019, retrieved 22 November 2019^
- Video00:11:42. Presentation to Climate forecasting for energy workshop on 4December 2020. Open energy system modelling for climate scientists and others Department of Mathematics, Imperial College London, 19 December 2020, retrieved 19 December 2020^
- Consulting with energy scenarios: requirements for scientific policy advice acatech — National Academy of Science and Engineering, 2016, retrieved 19 December 2016^
- Erik Albers. There is no open science without the use of open standards and free software blog.3rik.cc, 2 June 2016, retrieved 7 August 2016^
- Morgan Bazilian, Andrew Rice, Juliana Rotich, Mark Howells, Joseph DeCarolis, Stuart Macmillan, Cameron Brooks, Florian Bauer. Open source software and crowdsourcing for energy analysis 2012, retrieved 17 June 2016^
- Lina Boecker. Energy databases: protection and licensing JBB Rechtsanwaelte, 21 November 2016^
- CER — Appendix 3: Overview of the energy futures modeling system Canada Energy Regulator, 19 June 2023, retrieved 22 June 2023^
- Karl-Kiên Cao, Felix Cebulla, Jonatan J Gómez Vilchez, Babak Mousavi, Sigrid Prehofer. Raising awareness in model-based energy scenario studies — a transparency checklist 28 September 2016^
- The People's Code: Unlock the tremendous potential of the Federal Government's software Code.gov, retrieved 24 November 2016^
- Joseph F DeCarolis, Kevin Hunter, Sarat Sreepathi. The case for repeatable analysis with energy economy optimization models 2012, retrieved 8 July 2016^
- Commission Regulation (EU) No 543/2013 of 14 June 2013 on submission and publication of data in electricity markets and amending Annex I to Regulation (EC) No 714/2009 of the European Parliament and of the Council 15 June 2013, retrieved 1 December 2016^
- . p.115–116. Einrichtung einer nationalen Informationsplattform [Establishment of a national information platform]. https://www.destatis.de/DE/Methoden/Rechtsgrundlagen/Statistikbereiche/Inhalte/251_EnWG.pdf 13 October 2016^
- Web feature. Peter Fairley. EU: Climate-proof grids require more transparency > 'Black-box' US energy planning hinders renewable energy development IEEE Spectrum, 27 June 2023, retrieved 27 June 2023^
- Olga Gkotsopoulou, Erik Albers, Roberto Di Cosmo, Polina Malaja, Fernando Sanjurjo. Position paper for the endorsement of free software and open standards in Horizon 2020 and all publicly-funded research Free Software Foundation Europe (FSFE), 5 January 2017, retrieved 9 February 2017^
- Michiel Hendrikx. All European scientific articles to be freely accessible by 2020 Ministry of Education, Culture and Science, 27 May 2016, retrieved 7 August 2016^
- The misspelling of Morgan Bazillian has been corrected in this citation. ResearchGate version. Mark Howells, Holger Rogner, Neil Strachan, Charles Heaps, Hillard Huntington, Socrates Kypreos, Alison Hughes, Semida Silveira. OSeMOSYS: the open source energy modeling system : an introduction to its ethos, structure and development 2011^
- Energiedaten für alle – Projekt "Open Power System Data" an der EUF gestartet retrieved 25 September 2015^
- Till Jaeger. Legal aspects of European electricity data — Legal opinion JBB Rechtsanwälte, 24 July 2017, retrieved 13 October 2017^
- Offene Plattform macht Energiedaten zugänglich 14 September 2015, retrieved 25 September 2015^
- Luis Mundaca, Lena Neij, Ernst Worrell, Michael A McNeil. Evaluating energy efficiency policies with energy-economy models — Report number LBNL-3862E 1 August 2010, retrieved 19 December 2016^
- Luis Mundaca, Lena Neij, Ernst Worrell, Michael A McNeil. Evaluating energy efficiency policies with energy-economy models 22 October 2010^
- Robbie Morrison, Tom Brown, Matteo De Felice. Submission on the re-use of public sector information: with an emphasis on energy system datasets — Release 09 10 December 2017, retrieved 13 December 2017^
- William New. New US government source code policy could provide model for Europe Intellectual Property Watch, 22 August 2016, retrieved 14 September 2016^
- openmod — Open Energy Modelling Initiative Open Energy Modelling Initiative, retrieved 10 October 2016^
- OSeMOSYS Newsletter retrieved 25 April 2016^
- Stefan Pfenninger. Energy scientists must show their workings 23 February 2017, retrieved 26 February 2017^
- Stefan Pfenninger, Joseph DeCarolis, Lion Hirth, Sylvain Quoilin, Iain Staffell. The importance of open data and software: is energy research lagging behind? February 2017^
- Steve Pye, Chris Bataille. Improving deep decarbonization modelling capacity for developed and developing country contexts 2016^
- Frauke Wiese, Gesine Bökenkamp, Clemens Wingenbach, Olav Hohmeyer. An open source energy system simulation model as an instrument for public participation in the development of strategies for a sustainable future 2014^
- Also available as HTML at: https://sourcecode.cio.gov Tony Scott, Anne E Rung. Federal Source Code Policy: Achieving Efficiency, Transparency, and Innovation through Reusable and Open Source Software — Memorandum for the Heads of Departments and Agencies — M-16-21 Office of Budget and Management, Executive Office of the President, 8 August 2016, retrieved 14 September 2016^
- Neil Strachan, Birgit Fais, Hannah Daly. Redefining the energy modelling-policy interface: developing a fully open source UK TIMES model — Presentation 18 November 2014, retrieved 8 November 2016^
- Neil Strachan, Birgit Fais, Hannah Daly. Reinventing the energy modelling–policy interface 29 February 2016^
- Open Energy Modelling Workshop retrieved 25 September 2015^
- Date from PDF metadata. Workshop program. Lion Hirth. Workshop zur offenen Energiesystemmodellierung Neon Neue Energieökonomik GmbH, 18 September 2014, retrieved 23 February 2021^
- European Commission. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: a European strategy for data — COM (2020) 66 final European Commission, 19 February 2020, retrieved 25 May 2020^
- Creative Commons CC‑BY‑4.0 license. Robbie Morrison. Submission on a European strategy for data with an emphasis on energy sector datasets — Release08 30 May 2020, retrieved 8 June 2020^
- Creative Commons CC‑BY‑4.0 license. Robbie Morrison. Submission on a proposed Data Act for the European Union from the perspective of energy system analysis — Release07 25 June 2021, retrieved 28 September 2021^
- Creative Commons CC‑BY‑4.0 license. Robbie Morrison. Submission on a proposed Data Act for the European Union from the perspective of energy system analysis /2 — Release02 3 September 2021, retrieved 28 September 2021^
- Duration 00:15:16. Creative Commons CC‑BY‑4.0 license. Joe DeCarolis. An Open Energy Outlook for the United States powered by TEMOA NCState University, 24 December 2020, retrieved 26 February 2021^