“…However, these models could not consider the energy use by each appliance. Michalik et al [6] developed a structure model of electricity demand in the residential sector of a region based on a bottom-up approach that sums up each appliance's operation schedule for improving the electricity load curve by demand side management. However, this method does not include the heat load calculation and the fuel consumption.…”