Toward non-intrusive load monitoring via multi-label classification

SM Tabatabaei, S Dick, W Xu - IEEE Transactions on Smart …, 2016 - ieeexplore.ieee.org
Demand-side management technology is a key element of the proposed smart grid, which
will help utilities make more efficient use of their generation assets by reducing consumers' …

Occupancy detection in smart housing using both aggregated and appliance-specific power consumption data

Y Gao, A Schay, D Hou - 2018 17th IEEE International …, 2018 - ieeexplore.ieee.org
Occupancy detection is a process of inferring the presence of persons in a space but without
necessarily knowing their identities or quantity. Knowledge of occupancy is essential in …

Occupancy-aided energy disaggregation

G Tang, Z Ling, F Li, D Tang, J Tang - Computer Networks, 2017 - Elsevier
Energy disaggregation helps to identify major energy guzzlers in the house without
introducing extra metering cost. It motivates users to take proper actions for energy saving …