Model Predictive Climate Control of a Swiss Office Building: Implementation, Results, and Cost–Benefit Analysis

• 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
• 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
• 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
• 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
• Machine-Learning Based Approximation of the Hierarchical Model Predictive Control of Multi-Use PV-Battery Systems in Non-Residential Buildings

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

  1

  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
• Evaluation of advanced control strategies for building energy systems

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

  127

  citations
• Open source platform application for smart building and smart grid controls

  2022 Automation in Construction article Engineering Smart Grid Energy Management

  18

  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
• Self-adjusting model predictive control for modular subsystems in HVAC systems

  2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

  6

  citations
• Comparative study of neural network based and white box model predictive control for a room temperature control application

  2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access

  6

  citations
• Hierarchical Model Predictive Control for complex building energy systems

  2020 Bauphysik article Engineering Building Energy and Comfort Optimization

  17

  citations

16 results