Papers matching “model predictive control” in Building Energy and Comfort Optimization 67
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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 -
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
2citations -
Optimizing Energy Efficiency in Buildings: Experimental Findings on the Role of Heat Pump Control Interfaces in Model Predictive Control2025 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access
Stephan Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
0citations -
Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access
Stephan Antonius Göbel, Florian Will, Phillip Stoffel, Christian Vering, Dirk Müller
0citations -
Lessons Learned from a Field Study on Deep-Learning-Based Model Predictive Control for Optimizing the Operation of Façade Ventilation Units2025 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Clara-Larissa Lorenz, Oliver Abele, Jérôme Frisch, Christoph van Treeck
0citations -
Distributed model predictive control of a nonlinear building energy system using consensus ADMM2022 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Building Energy and Comfort Optimization
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
2citations -
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 -
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 -
Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings1citations
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Multi-objective model predictive control for air-source heat pumps: Leveraging system flexibility to simultaneously reduce noise and increase efficiency2025 Applied Thermal Engineering article Engineering Building Energy and Comfort Optimization Open access
Jonas Klingebiel, Moritz Beckschulte, Christian Vering, Dirk Müller
6citations -
Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems2020 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access
Thomas Storek, Asad Esmailzadeh, Phlipp Mehrfeld, Markus Schumacher, Marc Baranski, Dirk Müller
3citations