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Automated data labeling of building automation systems using time series data and conditional probabilities2023 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Mohamad Maghnie, Florian Stinner, Alexander Kümpel, Dirk Müller
1citations -
Classification of building properties from the German census data for energy analyses purposes2023 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Luis Blanco, M. Srinivasa Aditya, Björn Schiricke, Bernhard Hoffschmidt
2citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Phillip Stoffel, Charlotte Löffler, Steffen Eser, Alexander Kümpel, Dirk Müller
5citations -
Predicting Building Energy Consumption from Electricity Meters Using Prophet: A Computational Study with Nested Cross-Validation on Benchmark Time Series Data1citations
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Indoor spatial distribution of CO 2 and effect of sensor location on the performance of data-driven presence detection in a naturally ventilated school building2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Qirui Huang, Clara-Larissa Lorenz, Marc Syndicus, Jérôme Frisch, Christoph van Treeck
2citations -
How to build green substations? An LCA comparison of different sustainable design strategies for substations2023 Journal of Physics Conference Series conference-paper Environmental Science Environmental Impact and Sustainability Open access
Negar Mohtashami, Rahul Karuvingal, Kai Droste, Rita Streblow, Dirk Müller
3citations -
Critical Information Requirements for Building Service Product Selection: An Evaluation of Open Information Specification Formats2026 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering BIM and Construction Integration Open access
Noemi Christine Kremer Noemi Christine Kremer, Malte Junge, Jakob Beetz
0citations