In this whitepaper, Parks Associates explores how data analytics and thermodynamic modeling in the residential energy sector deliver continuous energy savings. Data analytics presents a new approach to address usage and savings problems in residential HVAC and energy, while connected devices and smart meters can validate actual savings from these smart systems.