Airflow Direction Control of Air Conditioners Using Deep Reinforcement Learning

Mathematics

• Reinforcement Learning 100%
• Energy Consumption 76%
• Ventilation 48%
• Heating 40%
• Simulation Software 27%
• Dynamic Simulation 23%
• Computational Fluid Dynamics 21%
• Productivity 21%
• Baseline 18%
• Health 17%
• Experimental Results 16%
• Point Sets 16%
• Optimal Control 13%
• Framework 9%

Engineering & Materials Science

• Reinforcement learning 66%
• Energy utilization 46%
• Ventilation 42%
• Air 36%
• Heating 31%
• Productivity 17%
• Computational fluid dynamics 16%
• Health 16%
• Computer simulation 12%
• Temperature 8%