HVAC stands for heating, ventilation and Air conditioning ... In this model I have used a Deep Q-Learning model to learn from the data and run the predictions. For the data of external temperture I ...

Installing the air conditioner at a low temperature isn't the main cause of mosquitoes not appearing in the room. Mosquito repellent mode of modern air conditioning is to dry the air, emit ultrasonic ...

Learn how to build an anomaly detection model and deploy it for real-time detection of malfunctioning Air Handling Units (AHUs). These AHUs are part of the smart campus heating, ventilating and ...

Abstract: Deep Reinforcement Learning (DRL) has demonstrated a promising prospect in optimizing Heating, Ventilation, and Air Conditioning (HVAC) systems to minimize energy costs and improve thermal ...

Abstract: As the penetration of renewable energy continues to increase, stochastic and intermittent generation resources gradually replace the conventional generators, bringing significant challenges ...