Publications
2026
Covariates Are the Key to Accurate Probabilistic Building Energy Forecasting with Time Series Foundation Models
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Zahn, F.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2026. Proceedings of the 2026 ACM Sustainability Week, 172–182, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815507
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Zahn, F.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2026. Proceedings of the 2026 ACM Sustainability Week, 172–182, Association for Computing Machinery (ACM). doi:10.1145/3765611.3815507
2025
Design and Economic Analysis of an Actively Controlled PCM Cold Thermal Energy Storage Demonstrator
Noskiewicz, M.; Maaß, H.; Kühnapfel, U.; Hagenmeyer, V.
2025. 2025 5th International Conference on Smart Grid Metrology (SMAGRIMET), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SMAGRIMET66590.2025.11030019
Noskiewicz, M.; Maaß, H.; Kühnapfel, U.; Hagenmeyer, V.
2025. 2025 5th International Conference on Smart Grid Metrology (SMAGRIMET), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SMAGRIMET66590.2025.11030019
Evaluating Time-Series Foundation Models for Cooling Demand Forecasting with Little Data
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2025. Proceedings 35. Workshop Computational Intelligence : Berlin, 20. - 21. November 2025, 301–322, Karlsruher Institut für Technologie (KIT)
Kreusel, A.; Hertel, M.; Noskiewicz, M.; Maaß, H.; Mikut, R.; Hagenmeyer, V.
2025. Proceedings 35. Workshop Computational Intelligence : Berlin, 20. - 21. November 2025, 301–322, Karlsruher Institut für Technologie (KIT)