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Comparative study of neural network based and white box model predictive control for a room temperature control application2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Phillip Stoffel, Max Berktold, Arman Gall, Alexander Kiimpel, Dirk Müller
6citations -
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 -
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 -
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller
1citations -
Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
0citations -
Cloud-based Hardware-in-the-Loop testing of building automation controllers2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Mohamad Maghnie, F Stegemerten, A Niewöhner, Marc Baranski, Alexander Kümpel, Dirk Müller
0citations -
Impact of control strategies on thermal comfort in a single-family house under grid-constrained air-to-water heat pump operation using a high-fidelity building model0citations
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Impact of control strategies on thermal comfort in a single-family house under grid-constrained air-to-water heat pump operation using a high-fidelity building model2025 Journal of Physics Conference Series article Engineering Building Energy and Comfort Optimization Open access
Tobias Spratte, Fabian Römer, Laura Maria Maier, Dirk Müller
0citations
15 results