Source: https://www.researchgate.net/profile/Kaustav_Basu2/publication/273315232_THESIS_PREDICTING_HOME_SERVICE_DEMANDS_FROM_APPLIANCE_USAGE_DATA/links/5502bb8e0cf24cee39fcec14.pdf