New system for monitoring electricity use heralds greener homes and cheaper bills
During the winter months the days grow colder and the nights longer, causing households to use more electricity—often resulting in higher bills. Most households have no way of monitoring how much electricity is being consumed; however, researchers in Pittsburgh, Pa., believe a new monitoring system may soon be available for residential use.
“There are many opportunities for reducing electricity consumption in buildings, but identifying and quantifying them is often very difficult, particularly in single-family homes,” said Dr. Mario Berges from Carnegie Mellon University. “This means that, for most residents, the only indicator of consumption they have is their monthly electricity bill.”
Dr. Mario Berges’ team’s research* is published in a special issue of Yale’s Journal of Industrial Ecology on environmental applications of information and communication technology (sponsored by CSC’s Leading Edge Forum).
Berges’ team analyzed non-intrusive load monitoring (NILM), a technique for deducing the power consumption and operational schedule of individual loads in a building from measurements of the overall voltage and current feeding it. NILM uses a single whole-house meter connected to software in an embedded device or computer to provide appliance-level energy metering. The system monitors the signals on electrical wires, then uses signal processing and machine-learning algorithms to identify which device caused the change in electricity use, matching it against a library of known signatures from different devices.
Currently, residential buildings account for as much as 37% of the total electricity use in the States, so a system such as NILM—which provides continuous monitoring—could make households greener as well as more cost effective.
“This form of non-intrusive load monitoring may be able to provide a new type of continuous electrical audit for residential buildings, down to the appliance level,” concluded Berges. “While costs can only be estimated at this point, it is possible that the price of such a system could be similar to that of the whole-house meters currently available on the market, approximately $200 per residence.”
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* Berges, M., Goldman, E., Matthews, S., Soibelman, L., “Enhancing Electricity Audits in Residential Buildings with Nonintrusive Load Monitoring,” Journal of Industrial Ecology, Wiley-Blackwell, October 2010.