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Found 4 papers, 1 papers with code
Active Collaborative Sensing for Energy Breakdown
However, very few homes in the world have installed sub-meters (sensors measuring individual appliance energy); and the cost of retrofitting a home with extensive sub-metering eats into the funds available for energy saving retrofits.
How good is good enough? Re-evaluating the bar for energy disaggregation
Since the early 1980s, the research community has developed ever more sophisticated algorithms for the problem of energy disaggregation, but despite decades of research, there is still a dearth of applications with demonstrated value.
Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation
Many existing techniques are not able to disaggregate these loads at all.
Sensor-Type Classification in Buildings
One important aspect of normalization is to differentiate sensors by the typeof phenomena being observed.
