Determination of consumer behavior based energy wastage using IoT and machine learning

We develop a low-cost, non-intrusive methodology for the determination of consumer-behavior-based-energy-wastage (CBB-EW) in the operation and control of Heating, Ventilation, and Air-Conditioning (HVAC) systems. Using data from temperature and humidity sensors, we develop Machine Learning (ML) models of heat flow from the environment (environment-component) and heat flow due to HVAC operation (HVAC-component). Environment-component and...