I’m Markus, a PhD Student working at TH Köln in the field of Machine Learning (ML) for Power Systems. Research on the intersection of these two fields is my passion, and I love diving deep into the...

On December 1st and 2nd, 2025, the CIRED D-A-CH conference took place in Munich, Germany. For this purpose, I created a tool that visualizes the algorithm developed in the CIRED 2025 main conferenc...

From October 5th to 10th, I attended the SDEWES 2025 conference in Dubrovnik, Croatia. There, I presented our research on synthetic topology generation of distribution grids. We generate grids usi...

From June 16th to 19th, I had the pleasure of attending the CIRED 2025 conference in Geneva, Switzerland. There, I presented our research on optimal placement of power quality monitors in distribut...

We verified our neural-network-based state estimation algorithms in a real microgrid laboratory at TH Köln, achieving high accuracy for predictions of power quality. The results were presented at t...