2010 · 13 citations · 9 references
ComputingComputer SystemsComputer NetworksDigital CommunicationQueuing TheoryDemand-side ManagementElectricity Load ManagementEnergy MeteringHousehold ConsumptionWireless NetworksWireless Sensor NetworksHousehold Electricity UsePoisson Process ModelsPower Consumption ModelingResidential Load ManagementResidential Load ModelingWireless Network PerformanceWireless NetworkingWireless Transmission
In this paper, we investigate the performance of wireless technology for monitoring and controlling the electrical load of a residential neighborhood. An event-based power metering scheme is assumed where transmissions are sent only when a change occurs in household consumption. Analysis of high-resolution, empirical data suggests that consumption transitions can be modeled as a Poisson process in the time-domain. A peer-to-peer 802.11 wireless network was simulated to determine latency between houses and a local sub-station. Probability distributions for monitoring and control traffic show that packet latency is exponential distributed and neighborhoods larger than 400 homes may not be able to respond within a fraction of the 60 Hz cycle.
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Nonintrusive appliance load monitoring
George Hart · Proceedings of the IEEE · 1992 · 3.1K citations
Domestic electricity use: A high-resolution energy demand model
Ian Richardson, Murray Thomson, David Infield et al. · Energy and Buildings · 2010 · 961 citations · Full text