Swan and Ugursal [2] explain why the commercial, industrial, and transportation sectors are better understood, and point out that building characteristics, occupant behavior, privacy issues for collection and sharing data, and prohibitive cost of sub-metering are the factors that contribute to the ‘undefined’ cataloging of the residential sector