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Lessons learned from field demonstrations of model predictive control and reinforcement learning for residential and commercial HVAC: A review

Arash J. Khabbazi, Elias N. Pergantis, Levi D. Reyes Premer, Panagiotis Papageorgiou, A. Lee, James E. Braun, Gregor P. Henze, Kevin J. Kircher

2025Applied Energy30 citationsDOI

Topics & Concepts

HVACReinforcementReinforcement learningModel predictive controlField (mathematics)Control (management)EngineeringComputer scienceArchitectural engineeringControl engineeringArtificial intelligenceMechanical engineeringAir conditioningMathematicsPure mathematicsStructural engineeringBuilding Energy and Comfort OptimizationEnergy Efficiency and Management
Lessons learned from field demonstrations of model predictive control and reinforcement learning for residential and commercial HVAC: A review | Litcius