oemof.tabular – Introducing Data Packages for Reproducible Workflows in Energy System Modeling
By: Simon Hilpert, Stephan Günther and Martin Söthe
References
- Zenodo – Research. Shared.
https://zenodo.org/ . - Boysen C, Kaldemeyer C, Hilpert S, Tuschy, I. Integration of Flow Temperatures in Unit Commitment Models of Future District Heating Systems. Energies. Mar. 2019; 12(6): 1061. DOI: 10.3390/en12061061
- DeCarolis J, Daly H, Dodds P, Keppo I, Li F, McDowall W, Pye S, Strachan N, Trutnevyte E, Usher W, Winning M, Yeh S, Zeyringer M. Formalizing best practice for energy system optimization modelling. Applied Energy. May 2017; 194: 184–198. DOI: 10.1016/j.apenergy.2017.03.001
- ECMA. Standard ECMA-404 The JSON Data Interchange Syntax; 2017.
- Gamma E, Helm R, Johnson R, Vlissides J, Booch G. Design Patterns: Elements of Reusable Object-Oriented Software. Addison-Wesley Professional; 1994.
- Hilpert S. Effects of Decentral Heat Pump Operation on Electricity Storage Requirements in Germany. Energies. June 2020; 13(11): 2878. DOI: 10.3390/en13112878
- Hilpert S, Günther S, Söthe M. oemof/oemof-tabular, June 2020. original-date: 2018-11-20T16:05:32Z.
https://github.com/oemof/oemof-tabular . - Hilpert S, Kaldemeyer C, Krien U, Günther S, Wingenbach C, Plessmann G. The Open Energy Modelling Framework (oemof) – A new approach to facilitate open science in energy system modelling. Energy Strategy Reviews. Nov. 2018; 22: 16–25. DOI: 10.1016/j.esr.2018.07.001
- Hilpert S, Söthe M, Wingenbach C. ANGUSII Scenarios: German Energy System 2030. Zenodo, July 2019. DOI: 10.5281/zenodo.3714708
- Hotmaps. Hotmaps Toolbox; 2019.
https://www.hotmaps-project.eu/ . - Howells M, Rogner H, Strachan N, Heaps C, Huntington H, Kypreos S, Hughes A, Silveira S, DeCarolis J, Bazillian M, Roehrl A. Osemosys: The open source energy modeling system: An introduction to its ethos, structure and development. Energy Policy. 2011; 39(10): 5850–5870. Sustainability of biofuels. DOI: 10.1016/j.enpol.2011.06.033
- Huppmann D, Gidden M, Fricko O, Kolp P, Orthofer C, Pimmer M, Kushin N, Vinca A, Mastrucci A, Riahi K, Krey V. The MESSAGEix Integrated Assessment Model and the ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development. Environmental Modelling & Software. Feb. 2019; 112: 143–156. DOI: 10.1016/j.envsoft.2018.11.012
- Hörsch J, Hofmann F, Schlachtberger D, Brown T. PyPSA-Eur: An open optimisation model of the European transmission system. Energy Strategy Reviews. Nov. 2018; 22: 207–215. DOI: 10.1016/j.esr.2018.08.012
- jnnr, FranziPl, Möller C, jakob wo, MaGering, Schönfeldt P, Krien U, Kaldemeyer C, Günther S. oemof/oemof-thermal: Amazing Absorption (v 0.0.3). July 2020. DOI: 10.5281/zenodo.3929692
- Lopion P, Markewitz P, Robinius M, Stolten D. A review of current challenges and trends in energy systems modeling. Renewable and Sustainable Energy Reviews. Nov. 2018; 96: 156–166. DOI: 10.1016/j.rser.2018.07.045
- Maruf MNI. Sector Coupling in the North Sea Region—A Review on the Energy System Modelling Perspective. Energies. Nov. 2019; 12(22): 4298. DOI: 10.3390/en12224298
- Morrison R. Energy system modeling: Public transparency, scientific reproducibility, and open development. Energy Strategy Reviews. Apr. 2018; 20: 49–63. DOI: 10.1016/j.esr.2017.12.010
- OPSD. Open Power System Data – A platform for open data of the European power system. 2019.
https://open-power-system-data.org/ . - Pfenninger S, DeCarolis J, Hirth L, Quoilin S, Staffell I. The importance of open data and software: Is energy research lagging behind? Energy Policy. Feb. 2017; 101: 211–215. DOI: 10.1016/j.enpol.2016.11.046
- Pfenninger S, Hawkes A, Keirstead J. Energy systems modeling for twenty-first century energy challenges. Renewable and Sustainable Energy Reviews. 2014; 33: 74–86. DOI: 10.1016/j.rser.2014.02.003
- Pfenninger S, Pickering B. Calliope: a multi-scale energy systems modelling framework. Journal of Open Source Software. Sept. 2018; 3(29): 825. DOI: 10.21105/joss.00825
- Pollock R, Walsh P. Data Package; 2007.
https://specs.frictionlessdata.io/data-package/ . - Prina MG, Casalicchio V, Kaldemeyer C, Manzolini G, Moser D, Wanitschke A, Sparber W. Multi-objective investment optimization for energy system models in high temporal and spatial resolution. Applied Energy. Apr. 2020; 264: 114728. DOI: 10.1016/j.apenergy.2020.114728
- Sandve GK, Nekrutenko A, Taylor J, Hovig E. Ten Simple Rules for Reproducible Computational Research. PLOS Computational Biology. Oct. 2013; 9(10):
e1003285 . DOI: 10.1371/journal.pcbi.1003285 - Walsh P, Pollock R, Björgvinsson T, Bennett S, Kariv A, Fowler D. Fiscal Data Package; 2014.
https://specs.frictionlessdata.io/fiscal-data-package/ . - Wash P, Pollock R, Keegan M. Tabular Data Package; 2012.
https://specs.frictionlessdata.io/tabular-data-package/ . - Wehkamp S, Schmeling L, Vorspel L, Roelcke F, Windmeier K-L. District Energy Systems: Challenges and New Tools for Planning and Evaluation. Energies. June 2020; 13(11): 2967. DOI: 10.3390/en13112967
- Wiese F, Bramstoft R, Koduvere H, Pizarro Alonso A, Balyk O, Kirkerud JG, Tveten AG, Bolkesjö TF, Münster M, Ravn H. Balmorel open source energy system model. Energy Strategy Reviews. Apr. 2018; 20: 26–34. DOI: 10.1016/j.esr.2018.01.003
- Wilkinson MD, Dumontier M, Aalbersberg IJ, Appleton G, Axton M, Baak A, Blomberg N, Boiten J-W, da Silva Santos LB, Bourne PE, Bouwman J, Brookes AJ, Clark T, Crosas M, Dillo I, Dumon O, Edmunds S, Evelo CT, Finkers R, Gonzalez-Beltran A, Gray AJ, Groth P, Goble C, Grethe JS, Heringa J, ’t Hoen PA, Hooft R, Kuhn T, Kok R, Kok J, Lusher SJ, Martone ME, Mons A, Packer AL, Persson B, Rocca-Serra P, Roos M, van Schaik R, Sansone S-A, Schultes E, Sengstag T, Slater T, Strawn G, Swertz MA, Thompson M, van der Lei J, van Mulligen E, Velterop J, Waagmeester A, Wittenburg P, Wolstencroft K, Zhao J, Mons B. The FAIR Guiding Principles for scientific data management and stewardship. Mar. 2016; 3: 160018. DOI: 10.1038/sdata.2016.18
DOI: https://doi.org/10.5334/jors.320 | Journal eISSN: 2049-9647
Language: English
Submitted on: Jan 30, 2020
Accepted on: Oct 30, 2020
Published on: May 5, 2021
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
© 2021 Simon Hilpert, Stephan Günther, Martin Söthe, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.