Occupancy-driven HVAC control optimization via LSTM and deep reinforcement learning for enhanced indoor air quality, thermal comfort and energy efficiency
Fangli Hou, Jack C.P. Cheng, Jun Ma, H.L. Kwok, Cong Huang, Zhaoji Wu
Topics & Concepts
HVACOccupancyThermal comfortReinforcement learningIndoor air qualityEfficient energy useControl (management)Automotive engineeringEnergy (signal processing)Computer scienceAir quality indexEnvironmental scienceArchitectural engineeringArtificial intelligenceEngineeringAir conditioningEnvironmental engineeringMeteorologyMechanical engineeringElectrical engineeringPhysicsMathematicsStatisticsBuilding Energy and Comfort OptimizationRefrigeration and Air Conditioning TechnologiesAir Quality Monitoring and Forecasting