Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings

• Delivering building demand flexibility for grid-interactive operation: from perception and cognition to decision, execution, and verification

  2026 Applied Energy article Engineering Smart Grid Energy Management Open access

  1

  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
• 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
• 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
• Identifying the validity domain of machine learning models in building energy systems

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

  16

  citations
• Approximating model predictive control strategies for heat pump systems applied to the building optimization testing framework (BOPTEST)

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

  10

  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
• 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
• Simulation-Based Performance Assessment for Building Automation Systems

  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

  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
• EVALUATING HARDWARE BUI LDI NG CONTROL I N THE CLOUD

  2022 Proceedings of BauSIM conference-paper Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• Modular hydronic subsystem models for testing and improving control algorithms of air-handling units

  2022 Journal of Building Engineering article Engineering Building Energy and Comfort Optimization

  7

  citations

14 results