136 citations · 190 across the 18 of their papers we have counts for
Showing stat.APShow all
2 papers · 1 filter
stat.AP2013★ 3 cited
Fundamental Limits of Nonintrusive Load Monitoring
Roy Dong, Lillian Ratliff, Henrik Ohlsson +1
Provided an arbitrary nonintrusive load monitoring (NILM) algorithm, we seek bounds on the probability of distinguishing between scenarios, given an aggregate power consumption sig…
stat.AP2013★ 2 cited
Energy Disaggregation via Adaptive Filtering
Roy Dong, Lillian J. Ratliff, Henrik Ohlsson +1
The energy disaggregation problem is recovering device level power consumption signals from the aggregate power consumption signal for a building. We show in this paper how the dis…