Monitoring Germany's Core Energy System Dataset: A Data Quality Analysis of the Marktstammdatenregister
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arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2023
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| Acceso en línea: | |
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| _version_ | 1866929338542194688 |
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| author | Kotthoff, Florian Muschner, Christoph Tepe, Deniz Vogt, Esther Hülk, Ludwig |
| author_facet | Kotthoff, Florian Muschner, Christoph Tepe, Deniz Vogt, Esther Hülk, Ludwig |
| contents | The energy system in Germany consists of a large number of distributed facilities, including millions of PV plants, wind turbines, and biomass plants. To understand and manage this system efficiently, accurate and reliable information about all facilities is essential. In Germany, the Marktstammdatenregister (MaStR) serves as a central registry for units of the energy system. The reliability of this data is critical for the registry's usefulness, but few validation studies have been published. In this work we provide a review of existing literature that relies on data from the MaStR and thereby show the registry's importance. We then build a data and testing pipeline for relevant data of the registry, with a focus on the two aspects of facility's location and size. All test results are published online in a reproducible workflow. Hence, this work contributes to a reliable data foundation for the German energy system and starts an open validation process of the Marktstammdatenregister from an academic perspective. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2304_10581 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Monitoring Germany's Core Energy System Dataset: A Data Quality Analysis of the Marktstammdatenregister Kotthoff, Florian Muschner, Christoph Tepe, Deniz Vogt, Esther Hülk, Ludwig Systems and Control The energy system in Germany consists of a large number of distributed facilities, including millions of PV plants, wind turbines, and biomass plants. To understand and manage this system efficiently, accurate and reliable information about all facilities is essential. In Germany, the Marktstammdatenregister (MaStR) serves as a central registry for units of the energy system. The reliability of this data is critical for the registry's usefulness, but few validation studies have been published. In this work we provide a review of existing literature that relies on data from the MaStR and thereby show the registry's importance. We then build a data and testing pipeline for relevant data of the registry, with a focus on the two aspects of facility's location and size. All test results are published online in a reproducible workflow. Hence, this work contributes to a reliable data foundation for the German energy system and starts an open validation process of the Marktstammdatenregister from an academic perspective. |
| title | Monitoring Germany's Core Energy System Dataset: A Data Quality Analysis of the Marktstammdatenregister |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2304.10581 |