smarter energy, infrastruture service, consumtion analytics and applications
TRANSCRIPT
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Smarter Energy -Infrastructure services, consumption analytics and applicationsProf David Wallom Oxford e-Research Centre, Oxford University
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HPC Engine and Storage
Next Generation Infrastructure
The Smart Grid
High Speed Communications System
Service Restoration
Voltage Control
Condition Monitoring/
Data Mining
DistributionSystem State
Estimation
Distribution Management System
Smarter Distribution
Computation and Data as a Service
Distribution System State Estimation
Service Restoration Algorithms
Condition Monitoring
Voltage Control
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Advanced Dynamic Energy Pricing and Tariffs (ADEPT)
Normalised daily power demand profiles for all businesses by sector
An illustration of the differences between the tariffs used and the typical variation of the RT
How complex can and should a dynamic energy tariff be?
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When should you change tariffs?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Analysing commercial energy consumption
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
What effects do large energy efficiency projects have?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
What effects do large energy efficiency projects have?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
What contributions to my overall energy consumption do different store types make?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
What contributions to my overall energy consumption do different store types make?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I concentrate investment on?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I concentrate investment on?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Where should I be looking examples of best practice?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Where should I be looking examples of best practice?
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W ICK ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I concentrate investment on?
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DIET – Data Insights against Energy Theft
• ~£400M in theft per year• £8 - £20 per property per year• Smart Metering only commercially
viable by reducing human interaction.
• Data Insights against Energy Theft (DIET)
• 2 year Innovate UK• British Gas(Lead), G4S & EDMI
• 300k meters per day, commercial customers
• 48 half-hour kWh readings per day• Details of 200 confirmed theft events
provided by partners ‘on demand’
• How to scale to near real-time for 50M meters?
• ~50k potential theft triggers per day
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What can analytics say about energy usage?
• Turning Data into Actionable Information; – Supporting network functions
– Predicting and classifying costs when there is a shift in the type of tariff, e.g. shifting to a real-time tariff from a fixed price tariff.
– Clustering of load profiles, determining behaviour type and/or consumer response
– Determining fundamental drivers of energy consumption