4 papers
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability
Hinrikus Wolf, Luis Böttcher, Sarra Bouchkati +9
In the course of the energy transition, the expansion of generation and consumption will change, and many of these technologies, such as PV systems, electric cars and heat pumps, w…
Analysing the interaction of expansion decisions by end customers and grid development in the context of a municipal energy system
Paul Maximilian Röhrig, Nancy Radermacher, Luis Böttcher +1
In order to achieve greenhouse gas neutrality by 2045, the Climate Protection Act sets emission reduction targets for the years 2030 and 2040, as well as decreasing annual emission…
Representation of Distribution Grid Expansion Costs in Power System Planning
Luis Böttcher, Christian Fröhlich, Steffen Kortmann +3
The shift towards clean energy brings about notable transformations to the energy system. In order to optimally plan a future energy system, it is necessary to consider the influen…
Modelling Residential Supply Tasks Based on Digital Orthophotography Using Machine Learning
Klemens Schumann, Luis Böttcher, Philipp Hälsig +2
In order to achieve the climate targets, electrification of individual mobility is essential. However, grid integration of electrical vehicles poses challenges for the electrical d…