oemof.solph—A model generator for linear and mixed-integer linear optimisation of energy systems
Energy system modelling is of high importance to investigate different scenarios in their technical, economical and environmental feasibility. The interplay of different technologies and energy flows in respective models can be represented as directed graphs in a generic but comprehensible formalism...
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| Vydáno v: | Software impacts Ročník 6; s. 100028 |
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| Hlavní autoři: | , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier B.V
01.11.2020
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| ISSN: | 2665-9638, 2665-9638 |
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| Abstract | Energy system modelling is of high importance to investigate different scenarios in their technical, economical and environmental feasibility. The interplay of different technologies and energy flows in respective models can be represented as directed graphs in a generic but comprehensible formalism. However, additional effort is needed to create specific models and to derive an optimal sizing or operation of components. To tackle this problem, oemof.solph facilitates the formulation of (mixed-integer) linear programs from a generic object-oriented structure. Its structure allows to create models on different levels of detail by means of predefined components and an optional formulation of additional expressions and constraints. With its open and documented code base, extensive collection of examples and an active community it is useful across many levels, from simple applications to advanced modelling.
•Simplifies the generation of (mixed integer) linear problems of energy systems.•Highly customisable and extendable due to a generic and modular structure.•Open, transparent and well documented.•Used by research groups, individuals and companies.•Suitable for most energy fields and sector coupling. |
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| AbstractList | Energy system modelling is of high importance to investigate different scenarios in their technical, economical and environmental feasibility. The interplay of different technologies and energy flows in respective models can be represented as directed graphs in a generic but comprehensible formalism. However, additional effort is needed to create specific models and to derive an optimal sizing or operation of components. To tackle this problem, oemof.solph facilitates the formulation of (mixed-integer) linear programs from a generic object-oriented structure. Its structure allows to create models on different levels of detail by means of predefined components and an optional formulation of additional expressions and constraints. With its open and documented code base, extensive collection of examples and an active community it is useful across many levels, from simple applications to advanced modelling.
•Simplifies the generation of (mixed integer) linear problems of energy systems.•Highly customisable and extendable due to a generic and modular structure.•Open, transparent and well documented.•Used by research groups, individuals and companies.•Suitable for most energy fields and sector coupling. |
| ArticleNumber | 100028 |
| Author | Schönfeldt, Patrik Hilpert, Simon Launer, Jann Krien, Uwe Pleßmann, Guido Kaldemeyer, Cord |
| Author_xml | – sequence: 1 givenname: Uwe surname: Krien fullname: Krien, Uwe email: krien@uni-bremen.de organization: Department Resilient Energy Systems, University of Bremen, Enrique-Schmidt-Str. 7, 28359 Bremen, Germany – sequence: 2 givenname: Patrik orcidid: 0000-0002-4311-2753 surname: Schönfeldt fullname: Schönfeldt, Patrik email: patrik.schoenfeldt@dlr.de organization: DLR Institute of Networked Energy Systems, Carl-von-Ossietzky-Str. 15, 26129 Oldenburg, Germany – sequence: 3 givenname: Jann surname: Launer fullname: Launer, Jann organization: Reiner Lemoine Institut, Rudower Chaussee 12, 12489 Berlin, Germany – sequence: 4 givenname: Simon orcidid: 0000-0001-6625-3041 surname: Hilpert fullname: Hilpert, Simon organization: Europa-University Flensburg, Auf dem Campus 1, 24943 Flensburg, Germany – sequence: 5 givenname: Cord orcidid: 0000-0001-6372-7723 surname: Kaldemeyer fullname: Kaldemeyer, Cord organization: Europa-University Flensburg, Auf dem Campus 1, 24943 Flensburg, Germany – sequence: 6 givenname: Guido orcidid: 0000-0002-4176-9946 surname: Pleßmann fullname: Pleßmann, Guido organization: Reiner Lemoine Institut, Rudower Chaussee 12, 12489 Berlin, Germany |
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| Cites_doi | 10.1016/j.egypro.2018.11.057 10.1186/s13705-018-0154-3 10.1016/j.egypro.2016.10.120 10.1186/s13705-018-0176-x 10.3390/en13030619 10.1016/j.energy.2019.04.082 10.3390/en13112967 10.1016/j.enpol.2016.11.046 10.3390/en13030552 10.1016/j.rser.2014.02.003 10.1016/j.apenergy.2020.114728 10.3390/en12061061 10.1016/j.esr.2018.07.001 |
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| Keywords | Energy system modelling Dispatch optimisation Optimal sizing Mixed integer linear programming |
| Language | English |
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