1. A method of identifying multi-phase load devices in a time trace disaggregation process performed by a programmed computing machine, the method comprising: detecting a multi-phase transition; identifying at least one multi-phase load device based on the detecting, wherein the at least one multi-phase load device is separate from at least one single-phase load device; and processing the at least one multi-phase load device separate from the at least one single-phase load device.