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Big Data
for Real People
 alertme
   creating smart homes

   February 2012
pilgrim.beart@alertme.com
@pilgrimbeart




                            4th Annual Smart Grids & Cleanpower 2012 Conference
                                                          14 June 2012 Cambridge
                                                     www.cir-strategy.com/events/
Introducing AlertMe
• Platform for the Smart Home / Connected Home
  – In-home devices +
  – Gateway +
  – Cloud services +
  – A variety of UI’s
• Complete with out-of-the-box applications:
  – Smart Monitoring
  – Smart Energy
  – Smart Heating
  – Smart Data
                                        Twitter: @alertmesays @pilgrimbeart
Twitter: @alertmesays @pilgrimbeart
Twitter: @alertmesays @pilgrimbeart
Twitter: @alertmesays @pilgrimbeart
The Value of Data
• General market trend from products to services
  – Data is the lifeblood of any service
• “Old economy” companies struggle with:
  – A patchwork of legacy IT systems & processes
  – e.g. Utility companies may read meter only once/year
• “New economy” easily deals with Big Data
  – Millions of customers, millions of hits/day



                                                  Twitter: @alertmesays @pilgrimbeart
Distilling data
• AlertMe “reads the meter” once every second
     • For one home that’s 31 million readings per year
        – Data available live both in the home and in the cloud
     • For whole of UK, that’s 1.4 Petabytes per year
• Naïve approach would be:
  – Store everything, then work out what to do with it
  – But imagine running a database query on 1.4PB of data
• Better approach is:
  – Pre-compute (like Google)
  – Compute close to the data, only store what’s necessary
  – E.g. store Digests
                                                              Twitter: @alertmesays @pilgrimbeart
UK Smart Meters may deserve name
Data available on UK SMHAN
• Consumption (elec & gas)
    – Live & cumulative
•   HH interval data for 13 months
•   Tariff
•   Prepay credit
•   Extending to include
    – Microgen
    – EV control
      …
                                     Twitter: @alertmesays @pilgrimbeart
Value
Think of 3 stages:
       Data → Information → Value
e.g.
   Data = Tariff & consumption so far this month
   Information = Predicted bill at end of the month
   Value = Household budgeting, Avoiding disconnection




                                             Twitter: @alertmesays @pilgrimbeart
Value from that Smart Meter Data
•   VIS - visibility             •   PRIVACY - change of owner
•   COST - translated into £     •   MESSAGE - from utility
•   CO2 - translated
                                 •   SMSOK - system working
•   EARN - microgen
•   PRICESIGNAL - ToU, CPP       •   TIME - reference
•   COMP - comparative norms     •   READINGS - to check bill
•   PREDICT - budgetting
•   SWITCH - tariff / supplier
•   PREPAY - and credit/debt     See: CEDIG data dictionary
•   DISCONNECT


                                                  Twitter: @alertmesays @pilgrimbeart
Value from that SM Data - Analytics
(all enabled by 1-second data)

                                 Examples
   •    ITEMISE                  • “Washing at 30°C would save you £34/year”
   •    WARN                     • “Boiling only a cupful of water in your kettle would
                                    save you £12/year”
   •    MAINT                    • “25% of your bill is spent on ‘baseload.’ Click for tips
                                    on what might be causing this and how to address it”
   •    HEAT                     • “Your fridge is consuming more than last year –
                                    perhaps the seals have gone. A new fridge would pay
   •    ASSIST                      for itself in 3 years”
                                 • “You’ve left the house but your fridge door is open
   •    AUDIT                       (or your iron/over/hair curlers are still on)”
                                 • “Mum didn’t get up this morning”
   •    AUTOAPP                  • “More of your bill is spent on heating than in similar
                                    homes.”
   •    OPTIM                    • Ensure EV charged by 8am at minimal cost
                                 • Optimising heating patterns around occupancy
                                                                        Twitter: @alertmesays @pilgrimbeart
ADELE Smart Data Engine
Alertme Domestic Energy Load Engine




A model, able to use whatever data is available:
• Zero data (assume national averages)
• Basic data (demographics or postcodes)
• Low-res Energy data (quarterly/monthly reads)
• Medium-res Energy data (Smart Meter HH)
• High-res Energy data (live via Consumer Gateway)
• Temperature and per-appliance, if available
• Other sources (e.g. customer-volunteered info)
                                        Twitter: @alertmesays @pilgrimbeart
Value of Big Data to the Consumer
• Information and Insight (esp. around £££)
  – e.g. predicted bill, personal energy-saving advice
• Control
  – e.g. turn on your heating from the airport
• Automation
  – e.g. optimise your heating around your life patterns
• Simplicity (esp. interoperability & low friction)
• Peace of Mind

                                                 Twitter: @alertmesays @pilgrimbeart
Value of Big Data to the Channel
• Higher added-value
  – Energy Services are higher margin than Energy Retail
• New Services
  – Brand presence, loyalty
  – Bundling
     • One platform to unify the home
• Cross-sell, up-sell & e-commerce
• A game everyone can play:
  – Might Retailers or Telcos disintermediate Utilities?
                                                Twitter: @alertmesays @pilgrimbeart
Data – the Ground Rules
• Must be Permissive
  – It’s the consumer’s data
  – The consumer chooses to grant access
  – If it doesn’t benefit them - they won’t!
  – It’s a trade (like gMail)




                                               Twitter: @alertmesays @pilgrimbeart
Big Data
for Real People
 alertme
   creating smart homes

   February 2012
pilgrim.beart@alertme.com
@pilgrimbeart




                            4th Annual Smart Grids & Cleanpower 2012 Conference
                                                          14 June 2012 Cambridge
                                                     www.cir-strategy.com/events/

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Big Data for Real People - #SGCP12

  • 1. Big Data for Real People alertme creating smart homes February 2012 pilgrim.beart@alertme.com @pilgrimbeart 4th Annual Smart Grids & Cleanpower 2012 Conference 14 June 2012 Cambridge www.cir-strategy.com/events/
  • 2. Introducing AlertMe • Platform for the Smart Home / Connected Home – In-home devices + – Gateway + – Cloud services + – A variety of UI’s • Complete with out-of-the-box applications: – Smart Monitoring – Smart Energy – Smart Heating – Smart Data Twitter: @alertmesays @pilgrimbeart
  • 6. The Value of Data • General market trend from products to services – Data is the lifeblood of any service • “Old economy” companies struggle with: – A patchwork of legacy IT systems & processes – e.g. Utility companies may read meter only once/year • “New economy” easily deals with Big Data – Millions of customers, millions of hits/day Twitter: @alertmesays @pilgrimbeart
  • 7. Distilling data • AlertMe “reads the meter” once every second • For one home that’s 31 million readings per year – Data available live both in the home and in the cloud • For whole of UK, that’s 1.4 Petabytes per year • Naïve approach would be: – Store everything, then work out what to do with it – But imagine running a database query on 1.4PB of data • Better approach is: – Pre-compute (like Google) – Compute close to the data, only store what’s necessary – E.g. store Digests Twitter: @alertmesays @pilgrimbeart
  • 8. UK Smart Meters may deserve name
  • 9. Data available on UK SMHAN • Consumption (elec & gas) – Live & cumulative • HH interval data for 13 months • Tariff • Prepay credit • Extending to include – Microgen – EV control … Twitter: @alertmesays @pilgrimbeart
  • 10. Value Think of 3 stages: Data → Information → Value e.g. Data = Tariff & consumption so far this month Information = Predicted bill at end of the month Value = Household budgeting, Avoiding disconnection Twitter: @alertmesays @pilgrimbeart
  • 11. Value from that Smart Meter Data • VIS - visibility • PRIVACY - change of owner • COST - translated into £ • MESSAGE - from utility • CO2 - translated • SMSOK - system working • EARN - microgen • PRICESIGNAL - ToU, CPP • TIME - reference • COMP - comparative norms • READINGS - to check bill • PREDICT - budgetting • SWITCH - tariff / supplier • PREPAY - and credit/debt See: CEDIG data dictionary • DISCONNECT Twitter: @alertmesays @pilgrimbeart
  • 12. Value from that SM Data - Analytics (all enabled by 1-second data) Examples • ITEMISE • “Washing at 30°C would save you £34/year” • WARN • “Boiling only a cupful of water in your kettle would save you £12/year” • MAINT • “25% of your bill is spent on ‘baseload.’ Click for tips on what might be causing this and how to address it” • HEAT • “Your fridge is consuming more than last year – perhaps the seals have gone. A new fridge would pay • ASSIST for itself in 3 years” • “You’ve left the house but your fridge door is open • AUDIT (or your iron/over/hair curlers are still on)” • “Mum didn’t get up this morning” • AUTOAPP • “More of your bill is spent on heating than in similar homes.” • OPTIM • Ensure EV charged by 8am at minimal cost • Optimising heating patterns around occupancy Twitter: @alertmesays @pilgrimbeart
  • 13. ADELE Smart Data Engine Alertme Domestic Energy Load Engine A model, able to use whatever data is available: • Zero data (assume national averages) • Basic data (demographics or postcodes) • Low-res Energy data (quarterly/monthly reads) • Medium-res Energy data (Smart Meter HH) • High-res Energy data (live via Consumer Gateway) • Temperature and per-appliance, if available • Other sources (e.g. customer-volunteered info) Twitter: @alertmesays @pilgrimbeart
  • 14. Value of Big Data to the Consumer • Information and Insight (esp. around £££) – e.g. predicted bill, personal energy-saving advice • Control – e.g. turn on your heating from the airport • Automation – e.g. optimise your heating around your life patterns • Simplicity (esp. interoperability & low friction) • Peace of Mind Twitter: @alertmesays @pilgrimbeart
  • 15. Value of Big Data to the Channel • Higher added-value – Energy Services are higher margin than Energy Retail • New Services – Brand presence, loyalty – Bundling • One platform to unify the home • Cross-sell, up-sell & e-commerce • A game everyone can play: – Might Retailers or Telcos disintermediate Utilities? Twitter: @alertmesays @pilgrimbeart
  • 16. Data – the Ground Rules • Must be Permissive – It’s the consumer’s data – The consumer chooses to grant access – If it doesn’t benefit them - they won’t! – It’s a trade (like gMail) Twitter: @alertmesays @pilgrimbeart
  • 17. Big Data for Real People alertme creating smart homes February 2012 pilgrim.beart@alertme.com @pilgrimbeart 4th Annual Smart Grids & Cleanpower 2012 Conference 14 June 2012 Cambridge www.cir-strategy.com/events/