Building space heating infrastructure comprises a large fraction of residential energy consumption, constituting a record 57% of total household energy in the Northeastern United States, where heating oil supplies 20% of the energy demand (USEIA, 2015). With its cold and mixed-humid climate, the U.S. Northeast region requires permanent heating infrastructure for residential and commercial buildings. According to the U.S. Energy