| Peak shaving with battery energy storage systems in distribution grids: a novel approach to reduce local and global peak loads D Kucevic, L Semmelmann, N Collath, A Jossen, H Hesse Electricity 2 (4), 573-589, 2021 | 18 | 2021 |
| Load forecasting for energy communities: A novel LSTM-XGBoost hybrid model based on smart meter data L Semmelmann, S Henni, C Weinhardt Energy Informatics 5 (Suppl 1), 24, 2022 | 15 | 2022 |
| On the impact of heat pump installations and peak blocking strategies on grid expansion costs L Semmelmann, D Schmid, S Henni, A Heider, B Schachler, C Weinhardt 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-6, 2023 | | 2023 |
| Generating synthetic load profiles of residential heat pumps: a k-means clustering approach L Semmelmann, P Jaquart, C Weinhardt Energy Informatics 6 (Suppl 1), 37, 2023 | | 2023 |
| Privacy‐preserving peak time forecasting with Learning to Rank XGBoost and extensive feature engineering L Semmelmann, O Resch, S Henni, C Weinhardt IET Smart Grid, 2023 | | 2023 |
| Profitability of stationary battery storage in day-ahead trading considering uncertainty, degradation, and the changing market environment L Semmelmann, S Henni, C Weinhardt 13. Internationale Energiewirtschaftstagung an der TU Wien, 2023 | | 2023 |
