A deep reinforcement learning approach to using whole building energy model for HVAC optimal control

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Whole Building Energy Simulation 100%
• Reinforcement Learning Approach 100%
• HVAC Optimal Control 100%
• Model-free Optimal Control 66%
• High Dimension 33%
• Computational Speed 33%
• Building Energy Simulation 33%
• Heating System 33%
• Model Calibration 33%
• Energy Saving 33%
• Office Building 33%
• Classical Model 33%
• Optimal Control Strategy 33%
• HVAC System 33%
• Supply Water Temperature 33%
• Building Modeling 33%
• Pennsylvania 33%
• Heating Energy 33%
• Reinforcement Learning Framework 33%

Engineering

• Learning Approach 100%
• Reinforcement Learning 100%
• Optimal Control 100%
• Building Energy Model 100%
• Energy Conservation 25%
• Heating System 25%
• Office Buildings 25%
• Model Calibration 25%
• Temperature Water 25%
• Heating Energy 25%