Code exposed: Review of five open-source frameworks for modeling renewable energy systems

被引:18
|
作者
Candas, Soner [1 ]
Muschner, Christoph [2 ]
Buchholz, Stefanie [3 ]
Bramstoft, Rasmus [3 ]
van Ouwerkerk, Jonas [4 ,5 ,6 ]
Hainsch, Karlo [7 ]
Loeffler, Konstantin [7 ]
Guenther, Stephan [8 ]
Berendes, Sarah [2 ]
Nguyen, Stefanie [2 ]
Justin, Aparna [9 ]
机构
[1] Tech Univ Munich, Chair Renewable & Sustainable Energy Syst, Lichtenbergstr 4a, D-85748 Munich, Bavaria, Germany
[2] Reiner Lemoine Inst gGmbH, Rudower Chaussee 12, D-12489 Berlin, Germany
[3] Tech Univ Denmark, Dept Technol Management & Econ, Akad Vej Bldg 358, DK-2800 Lyngby, Denmark
[4] Rhein Westfal TH Aachen, Inst Power Elect & Elect Drives ISEA, Jagerstr 17-19, D-52066 Aachen, Germany
[5] Rhein Westfal TH Aachen, Inst Power Generat & Storage Syst PGS, EON ERC, Mathieustr 10, D-52074 Aachen, Germany
[6] Julich Aachen Res Alliance, JARA Energy, Julich, Germany
[7] Tech Univ Berlin, Str 17 Juni 135, D-10623 Berlin, Germany
[8] Europa Univ Flensburg, Campus 1, D-24943 Flensburg, Germany
[9] Tech Univ Munich, Arcisstr 21, D-80333 Munich, Bavaria, Germany
来源
关键词
Energy system modeling; Energy transition; Open-source frameworks; Model comparison; Sector-coupling; Renewable energy; INSIGHTS;
D O I
10.1016/j.rser.2022.112272
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Energy system modeling is a commonly used method to provide policy recommendations and insight to transformation pathways of energy systems. However, the low open-source availability of the frameworks in practice often leads to low interpretability and transparency of energy modeling system configurations. The configuration of an energy model entails how its system components, such as power plants, storage systems and grids operate, and which parameters are used to define them. In order to understand the impact of different model configurations and working principles on the model output, a thorough comparison between various modeling frameworks is necessary. This work thereby consists of a comparison of five open-source energy system modeling frameworks (OS-ESMFs) oemof, GENeSYS-MOD, Balmorel, urbs and GENESYS-2 on the mathematical level and spotlights selected methodological differences in renewable energy system modeling. The comparison shows diversity in the complexity of selected system components and helps to define the best use-cases and scales of application for each framework. Impacts of modeled features on the results were demonstrated by implementing two harmonized scenarios depicting the German electricity system using each framework. While similar model results were obtained for both scenarios, some differences were present, especially in the long-term expansion planning model. Some of those differences could be traced back to the identified modeling differences.
引用
收藏
页数:16
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