Ten questions concerning model predictive control for energy efficient buildings

• 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
• 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
• 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
• 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
• 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
• A Modular Python Framework for Rapid Development of Advanced Control Algorithms for Energy Systems

  2024 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  1

  citations
• Safe operation of online learning data driven model predictive control of building energy systems

  2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  32

  citations
• AixLib: an open-source Modelica library for compound building energy systems from component to district level with automated quality management

  2023 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization Open access

  60

  citations
• Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models

  2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  3

  citations
• Heat Pump Systems with Photovoltaics: Influence of the Control Strategy on the Optimal Design

  2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access

  0

  citations
• Evaluation of advanced control strategies for building energy systems

  2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

  127

  citations
• Assessing mixed-integer-based heat pump modeling approaches for model predictive control applications in buildings

  2022 Applied Energy article Engineering Building Energy and Comfort Optimization

  35

  citations
• Integration of Back-Up Heaters in Retrofit Heat Pump Systems: Which to Choose, Where to Place, and How to Control?

  2022 Energies article Engineering Building Energy and Comfort Optimization Open access

  11

  citations
• Nonlinear Hybrid Model Predictive Control for building energy systems

  2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  23

  citations
• Nonlinear Distributed Model Predictive Control for multi-zone building energy systems

  2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  45

  citations
• Enhancing Building Monitoring and Control for District Energy Systems: Technology Selection and Installation within the Living Lab Energy Campus

  2022 Applied Sciences article Engineering Building Energy and Comfort Optimization Open access

  21

  citations

17 results