TY - GEN A1 - de Carvalho, Raphael A1 - Heinze, Robert A1 - Ille, Fabian A1 - Adam, Mario A1 - Kameier, Frank A1 - Schauenberg, Udo T1 - Verbesserte energetische Prognose von air conomy Modulen. Vergleich zwischen Design of Experiments (DoE) und Dimensionsanalyse (Teil 1) T2 - HLH Lüftung/Klima, Heizung/Sanitär, Gebäudetechnik Y1 - 2012 VL - 63 IS - 8 SP - 24 EP - 28 PB - Springer VDI-Verlag ER - TY - CHAP A1 - Reich, Marius A1 - Patrick, Rathjen A1 - Adam, Mario ED - Lund, Henrik ED - Mathiesen, Brian Vad ED - Østergaard, Poul Alberg ED - Thellufsen, Jakob Zinck ED - Brodersen, Hans Jørgen T1 - Harnessing Machine Learning for Rapid Optimization: Integration of Time Series Data into Prior Approximation of Energy System Simulations T2 - Book of Abstracts :10th International Conference on Smart Energy Systems KW - SmartPrior KW - Energy supply systems KW - Rule based simulation KW - Design Optimization KW - Metamodeling KW - Time Series Data Y1 - 2024 UR - https://vbn.aau.dk/ws/portalfiles/portal/749867139/SESAAU2024_Book_of_Abstracts.pdf PB - Aalborg University CY - Aalborg ER - TY - CHAP A1 - Reich, Marius A1 - Rathjen, Patrick A1 - Adam, Mario ED - Henrik, Lund ED - Brain Vad, Mathiesen ED - Østergaard, Poul Alberg ED - Thellufsen, Jakob Zinck ED - Brodersen, Hans Jørgen T1 - Precomputed ML Surrogates for Energy System Design: Methodology and In-Depth Evaluation T2 - Book of Abstracts 2025: 11th International Conference on Smart Energy Systems, 16-17 September 2025. Copenhagen KW - SmartPrior KW - Energy supply systems KW - Design Optimization KW - Metamodeling KW - Time Series Data Y1 - 2025 UR - https://vbn.aau.dk/ws/portalfiles/portal/796346412/SESAAU2025_Book_of_Abstracts.pdf PB - Aalborg University CY - Aalborg ER - TY - CHAP A1 - Gottschald, Jonas A1 - Reich, Marius A1 - Adam, Mario ED - Lund, Henrik ED - Mathiesen, Brian Vad ED - Østergaard, Paul Alberg ED - Brodersen, Hans Jørgen T1 - Lessons Learned: On the Potentials and Challenges of a Model Predictive Controlled DHN Heat Supply T2 - Book of Abstracts: 9th International Conference on Smart Energy Systems. Aalborg Universitet KW - District Heating KW - Machine Learning KW - Model Predictive Control KW - Monitoring KW - BestHeatNet Y1 - 2023 UR - https://vbn.aau.dk/ws/portalfiles/portal/548360793/BoA-2023FINAL-2.pdf SP - 87 EP - 87 PB - Aalborg University CY - Aalborg ER - TY - CHAP A1 - Reich, Marius A1 - Prusas, Benedikt A1 - Adam, Mario ED - Lund, Henrik ED - Mathiesen, Brian Vad ED - Østergaard, Paul Alberg ED - Brodersen, Hans Jørgen T1 - Prior-Approximation of Rule-Based Energy System Simulation for Fast Design Optimization T2 - Book of Abstracts: 9th International Conference on Smart Energy Systems. Aalborg Universitet KW - Energy supply systems KW - Rule based simulation KW - Design Optimization KW - Metamodeling KW - SmartPrior Y1 - 2023 UR - https://vbn.aau.dk/ws/portalfiles/portal/548360793/BoA-2023FINAL-2.pdf PB - Aalborg University CY - Aalborg ER -