Leo Semmelmann

According to our database, Leo Semmelmann authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Heatwave-driven air conditioning adoption could increase German electricity demand by 14 GW in the near future.

Leo Semmelmann, Frederik vom Scheidt

CoRR, July, 2025

Analyzing the Impact of Dynamic Tariff Adoption and Regulatory Options on Distribution Grids with an Open-Source Framework.

Leo Semmelmann, Katharina Kaiser, Anya Heider, Kevin J. Kircher, Gabriela Hug, Christof Weinhardt

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

Rapidly Trainable Large-Scale Probabilistic Heat Pump Load Forecasting: A Kernel Density Estimation Approach.

Leo Semmelmann, Tobias Brudermueller

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

Continuous Intraday Trading: An Open-Source Multi-Market Bidding Framework for Energy Storage Systems.

Kim K. Miskiw, Jan Ludwig, Leo Semmelmann, Christof Weinhardt

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2023

Generating synthetic load profiles of residential heat pumps: a k-means clustering approach.

Leo Semmelmann, Patrick Jaquart, Christof Weinhardt

Energy Inform., January, 2023

On the impact of heat pump installations and peak blocking strategies on grid expansion costs.

Leo Semmelmann, Daniel Schmid, Sarah Henni, Anya Heider, Birgit Schachler, Christof Weinhardt

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Load forecasting for energy communities: a novel LSTM-XGBoost hybrid model based on smart meter data.

Leo Semmelmann, Sarah Henni, Christof Weinhardt

Energy Inform., 2022