August 09, 2020 article Open access Data-driven predictive control for unlocking building energy flexibility: A review Renewable and Sustainable Energy Reviews DOI: 10.1016/j.rser.2020.110120 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 10 stored of 320 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 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 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 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 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 Evaluation of advanced control strategies for building energy systems 2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access 127 citations Deep reinforcement learning for the optimized operation of large amounts of distributed renewable energy assets 2022 Energy and AI article Engineering Smart Grid Energy Management Open access 18 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 A tool for automated detection of hidden operation modes in building energy systems 2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access 0 citations Application of data-driven methods for energy system modelling demonstrated on an adaptive cooling supply system 2021 Energy article Engineering Building Energy and Comfort Optimization 26 citations 10 results References 0