REAL-TIME MONITORING KEY TO EFFICIENT UTILITY MANAGEMENT-ALTERNATIVES TO PROPRIETARY SYSTEMS
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1 REAL-TIME MONITORING KEY TO EFFICIENT UTILITY MANAGEMENT-ALTERNATIVES TO PROPRIETARY SYSTEMS
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4 /Tanzania%20DSM%20and%20Advanced%20M etering%20workshop%20may% pdf
5 content/content.php?content.6928
6 (from Idigi device cloud, coding site) Gateway: (identifier /account number) Time > 18:12:13 Tue May UTC 2000: Gas Meter > Total: ccf Electric Meter > Total: kwh Water Meter > Total: US gal
7 Accurate & Easy-to-Deploy In-Home Energy Sensing Jon Froehlich 1, Sidhant Gupta 1, Eric Larson 2, Gabe Cohn 2, Kate Everitt 1 Professors James Fogarty 1, James Landay 1, Shwetak N. Patel 1,2 1 Computer Science and Engineering 2 Electrical Engineering design: use: build: university of washington ubicomp lab university of washington sustainability research
8 what about in-home eco-feedback displays?
9 high resolution resource consumption sensing for electricity, water and gas electrisense hydrosense gassense ubicomp lab sustainability research
10 device-level information sometimes called disaggregated or disambiguated data information down to the source of consumption or or or
11 electrisense: appliance level sensing with two sensors powerline event detection sensor contactless power consumption sensor automatically detects and classifies electrical events on the home powerline Patel et al., UbiComp 2007 whole-home power consumption sensing from outside breaker panel Patel et al., To Appear
12 how does this work?
13 installing contactless power consumption sensor or installs on the outside of the circuit breaker box
14 how contactless power consumption sensing works calculate current flow based on the magnetic field generated by the two electrical feeds in the breaker box use a magnetoresistive sensor to measure magnetic field, which radiates a few centimeters outward, even through sheet metal
15 how ped works three classes of noise generates continuous noise resistive inductive loads (e.g., from motors) loads with solid state switching (e.g., tvs, cfls, computers)
16 transients continuous noise fan resonant noise frequency tv resonant noise frequency
17 fan resonant noise frequency tv resonant noise frequency
18 hydrosense: pressure- based sensor toilet pressure waves kitchen sink shower
19 raw bathroom sink signal open valve close valve stabilized pressure drop time (t)
20 example open events home 1 home 2 home 3 toilet signature dependent on: - fixture type - fixture location in home shower faucet
21 GasSense: Appliance-Level, Single-Point Sensing of Gas Activity in the Home Gabe Cohn 1, Sidhant Gupta 2, Jon Froehlich 2, Eric Larson 1, Shwetak Patel 1,2 1 Electrical Engineering, 2 Computer Science and Engineering
22 gassense installs on outside of gas regulator
23 the intensity of this audio signal and its rate of change indicate fixture and directly correlates to flow the gassense signal
24 how gassense works a gas event instrumented regulator Filter Ambient Noise and Extract Hissing data cleansing extract signal ML Algorithms classify event
25 example data
26 using the stove
27 enable new kinds of consumption feedback
28 redesign bills
29 redesigned websites
30 disaggregated feedback study
31 advanced home resource consumption sensing electrisense hydrosense gassense low-cost ubicomp lab easy-to-install device-level information sustainability research
32 Thank You! faculty students Jon Froehlich Gabe Cohn design: use: build: university of washington Sidhant Gupta Eric Larson Tim Campbell Kate Everitt Marilyn Ostergren Shwetak Patel James Fogarty James Landay ubicomp lab university of washington sustainability research
Accurate & Easy-to-Deploy In-Home Energy Sensing
Accurate & Easy-to-Deploy In-Home Energy Sensing Jon Froehlich 1, Sidhant Gupta 1, Eric Larson 2, Gabe Cohn 2, Kate Everitt 1 Professors James Fogarty 1, James Landay 1, Shwetak N. Patel 1,2 1 Computer
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