SimBench—A Benchmark Dataset of Electric Power Systems to Compare Innovative Solutions Based on Power Flow Analysis

Publicly accessible, elaborated grid datasets, i.e., benchmark grids, are well suited to publish and compare methods or study results. Similarly, developing innovative tools and algorithms in the fields of grid planning and grid operation is based on grid datasets. Therefore, a general methodology t...

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Veröffentlicht in:Energies (Basel) Jg. 13; H. 12; S. 3290
Hauptverfasser: Meinecke, Steffen, Sarajlić, Džanan, Drauz, Simon Ruben, Klettke, Annika, Lauven, Lars-Peter, Rehtanz, Christian, Moser, Albert, Braun, Martin
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.06.2020
Schlagworte:
Algorithms
Alternative energy
benchmark grid
comparability
Datasets
Electricity distribution
grid generation methodology
grid operation
grid planning
Literature reviews
Methods
Open data
Reproducibility
Studies
Time series
ISSN:1996-1073, 1996-1073
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Abstract Publicly accessible, elaborated grid datasets, i.e., benchmark grids, are well suited to publish and compare methods or study results. Similarly, developing innovative tools and algorithms in the fields of grid planning and grid operation is based on grid datasets. Therefore, a general methodology to generate benchmark datasets and its voltage level dependent implementation is described in this paper. As a result, SimBench, a comprehensive dataset for the low, medium, high and extra-high voltage level, is presented. Besides grids that can be combined across several voltage levels, the dataset offers an added value by providing time series for a whole year as well as future scenarios. In this way, SimBench is applicable for many use cases and simplifies reproducing study results. As proof, different automated algorithms for grid planning are compared to show how to apply SimBench and make use of it as a simulation benchmark.
AbstractList Publicly accessible, elaborated grid datasets, i.e., benchmark grids, are well suited to publish and compare methods or study results. Similarly, developing innovative tools and algorithms in the fields of grid planning and grid operation is based on grid datasets. Therefore, a general methodology to generate benchmark datasets and its voltage level dependent implementation is described in this paper. As a result, SimBench, a comprehensive dataset for the low, medium, high and extra-high voltage level, is presented. Besides grids that can be combined across several voltage levels, the dataset offers an added value by providing time series for a whole year as well as future scenarios. In this way, SimBench is applicable for many use cases and simplifies reproducing study results. As proof, different automated algorithms for grid planning are compared to show how to apply SimBench and make use of it as a simulation benchmark.
Author Klettke, Annika
Meinecke, Steffen
Moser, Albert
Drauz, Simon Ruben
Braun, Martin
Sarajlić, Džanan
Lauven, Lars-Peter
Rehtanz, Christian
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  surname: Klettke
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  surname: Braun
  fullname: Braun, Martin
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SubjectTerms Algorithms
Alternative energy
benchmark grid
comparability
Datasets
Electricity distribution
grid generation methodology
grid operation
grid planning
Literature reviews
Methods
Open data
Reproducibility
Studies
Time series
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Title SimBench—A Benchmark Dataset of Electric Power Systems to Compare Innovative Solutions Based on Power Flow Analysis
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