the power of data october 2013 abhay gupta [email protected] 1
TRANSCRIPT
Texas
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California
A Tale of Two…States
Texas
3
California
A Tale of Two…States
Texas
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California
A Tale of Two…States
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A Tale of Two…StatesBut the two states agree on the matters of energy data access
Home Area Network (HAN)10s – 1min interval dataReal Time
AMI/Green Button (GB)15/60min interval data
24 hours delayed
Both States opened HAN data access in addition to GB data
GB data mostly used for displays…
Online access to consumption dataAlso used for Bill Projection, Neighborhood Comparison, Tier Change Alerts
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… but there is more
Heating/Cooling InsightsSee how much users spent on HVAC
Efficiency AnalysisEvaluate potential savings
Cooling Energy Estimate
Cooling Energy Efficiency Analysis
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Bid
ge
ly P
rop
rieta
ry
Thermostat set point
Extract Appliance level energy use using software based appliance signature analysis
Temp
Thermostat set point around 72°F
AC ran between 11am-9pm when a peak event in effect
Air Conditioner Use
What can do with HAN data?Introducing: Energy Disaggregation
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Influence Consumer Behavior with Real Time Interventions
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Bid
ge
ly P
rop
rieta
ry
Next Generation EM&V
Fast and accurate analysis to validate savings, load shift and load reduction
AC usage without any Demand Response >
AC usage with 50% cycling through Smart AC Residential DR >
M&V analysis: 46% reduction in AC kWhcompared to non DR days
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Conclusion Conclusion
There is magic in the dataInitial pilots show 4%-10% reduction in energy consumption and high consumer enthusiasm about their energy data
Cloud based solutions are powerfulInternet bandwidth and cloud storage are a commodityUse them to collect, store, analyze, learn and compare the data
Consumer Behavior has large untapped savings potentialMake energy information fun through insights that are personalBring energy consciousness to millions by engaging in real-time
Our MissionEmpower consumers and utilities by generating value out of data
Bidgely (be-j-lee) means electricity in “Hindi” – natively spoken language in India