Using advanced metering infrastructure to characterize residential energy use

Decades of effort have been dedicated to understanding precisely where energy is consumed in residences to help consumers, device manufacturers, utilities, and policymakers better manage this consumption. We review and classify the three most prevalent methods currently used to build this understanding. We then compare two prominent studies, and make recommendations for how existing datasets can inform estimates of device-level energy consumption in the U.S.