_:nf7a12a91a1dc4b6c90f03e2dfe97c5f4xb0
<http://schema.org/description>
"Smart meters are used to measure the energy consumption of households.\nSpecifically, within the energy consumption task smart meter have been used for\nload forecasting, reduction of consumer bills as well as reduction of grid\ndistortions. Except energy consumption smart meters can be used to disaggregate\nenergy consumption on device level. In this paper we investigate the potential\nof identifying the multimedia content played by a TV or monitor device using\nthe central house's smart meter measuring the aggregated energy consumption\nfrom all working appliances of the household. The proposed architecture is\nbased on elastic matching of aggregated energy signal frames with 20 reference\nTV channel signals. Different elastic matching algorithms were used with the\nbest achieved video content identification accuracy being 93.6\nalgorithm."
<https://deepai.org/publication/identification-of-tv-channel-watching-from-smart-meter-data-using-energy-disaggregation>