All you need to know about model predictive control for buildings

• Investigating indoor CO2 heterogeneity: The impact of sensor location on CO2-based IAQ classification and presence detection in Brazilian educational buildings

  2026 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• Approximate Model Predictive Control for Load Shifting in Supermarket Refrigeration

  2026 2006 14th Mediterranean Conference on Control and Automation conference-paper Engineering Advanced Control Systems Optimization

  0

  citations
• Concept drift detection in district heating: A characterization framework and detector-centric benchmark

  2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

  0

  citations
• Holistic, emission, and cost optimization of non-residential building energy systems based on OpenBIM

  2026 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• The impact of buffer tank size on explicit flexibility in residential buildings: A model predictive control analysis

  2026 Journal of Energy Storage article Engineering Smart Grid Energy Management Open access

  0

  citations
• Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub

  2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

  3

  citations
• Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems

  2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• State-of-the-art of the digital twin concept in HVAC+R systems for thermal management of buildings

  2025 Renewable and Sustainable Energy Reviews article Engineering Building Energy and Comfort Optimization Open access

  14

  citations
• MODI: From planning towards operation: Data-driven predictive mode-based control algorithms for energy savings in buildings

  2025 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  2

  citations
• Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices

  2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

  1

  citations
• Optimizing energy efficiency in buildings: Experimental findings on the role of heat pump control interfaces in model predictive control

  2025 Energy Conversion and Management X article Engineering Building Energy and Comfort Optimization Open access

  2

  citations
• Open-source framework for automated generation of building energy performance simulation models and beyond from BIM Data

  2025 Automation in Construction article Engineering BIM and Construction Integration Open access

  14

  citations
• Distributed nonlinear model predictive control for building energy systems: An ALADIN implementation study

  2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  7

  citations
• Multi-objective model predictive control for air-source heat pumps: Leveraging system flexibility to simultaneously reduce noise and increase efficiency

  2025 Applied Thermal Engineering article Engineering Building Energy and Comfort Optimization Open access

  6

  citations
• Information and Communication Technologies (ICT) for the intelligent operation of building energy systems: design, implementation and evaluation in a living lab

  2025 Energy Informatics article Engineering Building Energy and Comfort Optimization Open access

  2

  citations
• A modular Python framework for rapid development of advanced control algorithms for energy systems

  2025 Applied Energy article Engineering Building Energy and Comfort Optimization Open access

  13

  citations
• OpenBIM-based method for the holistic, ecological, and economic optimization of non-residential buildings

  2025 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• Heat pump and thermal energy storage: Influences of photovoltaic, the control strategy, and price assumptions on the optimal design

  2024 Renewable Energy article Engineering Integrated Energy Systems Optimization Open access

  16

  citations
• ALICE2Modelica - Automated Building Model Generation for Building Control and Simulation

  2024 Open Source Modelling and Simulation of Energy Systems (OSMSES) conference-paper Engineering Building Energy and Comfort Optimization

  2

  citations
• Real-life data-driven model predictive control for building energy systems comparing different machine learning models

  2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  71

  citations

• Modeling occupant behavior in buildings

  2020 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

  215

  citations

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