End-to-end deep reinforcement learning control for HVAC systems in office buildings

Engineering

• Reinforcement Learning 100%
• Air Conditioning System 100%
• Office Buildings 100%
• Learning Control 100%
• Air Conditioning 60%
• Conditioning Energy 40%
• Thermal Comfort 40%
• Energy Conservation 20%
• Energy Efficiency 20%
• Control Signal 20%
• Limitations 20%
• Setpoints 20%
• Deep Neural Network 20%
• Control Dynamics 20%
• Policy Control 20%
• Energy Consumer 20%

Keyphrases

• Centralized Heating 25%
• Multi-zone 12%
• Multi-zone Building 12%
• Single Zone 12%
• Air Conditioning Control 12%
• Weather Environment 12%
• Independent Heating 12%
• Reinforcement Learning Control 12%
• Measurable Parameters 12%
• Conventional Control 12%