mlsanityData to 14 Oct 2026

Monitoring Germany's Core Energy System Dataset: A Data Quality Analysis of the Marktstammdatenregister

arXiv 2304.10581 ↗First posted 20 Apr 2023eess.SY cs.SYcited by 2

Not on the map. Why?

Abstract (arXiv)

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.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 20 Apr 2023.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 2.

2 papers.