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Draguna Vrabie

Pacific Northwest National Laboratory · US
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Area of research
Control and Systems Engineering · Computational Theory and Mathematics
Research interest
Research interests include Model predictive control, Computer science, HVAC, Software deployment, Flexibility (engineering), and Workflow.
h-index
citations
1,221
works
5
NIH funding
primary concept
email

Recent publications

Physics-informed machine learning for building performance simulation-A review of a nascent field
Advances in Applied Energy 2025cited by 41position: middledoi
Ten questions concerning reinforcement learning for building energy management
Building and Environment 2023cited by 105position: middledoi
Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings
Journal of Building Performance Simulation 2021cited by 174position: middledoi
All you need to know about model predictive control for buildings
Annual Reviews in Control 2020cited by 848position: middledoi
Simulation and experimental demonstration of model predictive control in a building HVAC system
Science and Technology for the Built Environment 2015cited by 53position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Ján Drgoňa · KU Leuven4 papers (2020–2025)Javier Arroyo · KU Leuven3 papers (2020–2023)Lieve Helsen · KU Leuven3 papers (2020–2023)Michael Wetter · Lawrence Berkeley National Laboratory2 papers (2020–2021)Han Li · National Laboratory of the Rockies2 papers (2023–2025)Tianzhen Hong · National Laboratory of the Rockies2 papers (2023–2025)David Blum · University of Tübingen2 papers (2020–2021)Giuseppe Pinto · Lawrence Berkeley National Laboratory1 papers (2023–2023)Iago Cupeiro Figueroa · KU Leuven1 papers (2020–2020)Bingqing Chen · Sun Yat-sen University1 papers (2023–2023)Fengqi You · Cornell University1 papers (2025–2025) · 1 papers (2020–2020)Mario Bergés · Carnegie Mellon University1 papers (2023–2023) · 1 papers (2015–2015)Helia Zandi · University of Tennessee at Knoxville1 papers (2023–2023)June Young Park · The University of Texas at Austin1 papers (2023–2023) · 1 papers (2023–2023)Bing Dong · Changchun University of Science and Technology1 papers (2025–2025)Kyle Benne · National Laboratory of the Rockies1 papers (2021–2021) · 1 papers (2023–2023)
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