SlideShare una empresa de Scribd logo
1 de 21
Descargar para leer sin conexión
Dutch Smart Metering Forum
January 26th 2017
• ONZO Overview
• ONZO’s Technology – Load disaggregation
• Live ONZO Customers
• Sample Use Cases
Agenda
2
• Meet regulatory targets
• Network reliability
• Growth in distributed
resources
• High cost to serve
• Growth in electric vehicles
• Accelerating meter
rollout
• Value from smart
investment
• New market entrants
disrupting the
established few
Netherlands Specific:
• Smart metering hasn’t
delivered target
reductions of 3.5%
• Customers have to
mandate the use of 15
minute data
• Smart meter data for
all mandated
customers being made
available to all retailers
• Very high customer churn (up to 40% p.a.)
• Progressive utility models (e.g. free energy
provision, pay for enhanced service) drive
competition
We understand the key market challenges….
Consistent drivers….
• The need to deliver value in return for a smart meter
• Digitisation of the customer relationship
• Understand residential consumption and influencing customer behaviour
Help the utility to understand and service their customers better by Digitising the
relationship…
By analysing their energy use signature, we build an individual profile of each and every
customer that we tag with the key characteristics that we identify.
Once we’ve created this characterised data set, ONZO’s solutions are focussed in 2 areas:
ONZO Insights – enables utilities to reduce cost to serve and enable new revenue
streams.
• identify behavioural, attitudinal and lifestyle characteristics, and specific
appliance usage
• the utility can then use these ‘tags’ to segment the customer base into useful
categories for marketing or operational improvement
ONZO Engagement- allow utility customers to take control of their energy use and the
utility to become trusted advisor.
• build better relationships
• provide valuable information and education
• ultimately attract new and retain existing customers
ONZO has a Cloud based platform that’s easy to deploy
What do ONZO do? Other Sources of Meta Data + Smart Meter Data
Unite
Platform
Output: Insight | Output: Engagement
4
ONZO Engagement solutions….
5
Survey
Data
6
Insights – P1 Customer Profile
P1 Dongle /
CAD data
Vacations
Routines
Weekday
Sub-day readings (1-10
seconds)
Appliances
House
Comparisons
Washing
Machine
Demographic
In-Efficient
Insights
Claimed Data
Neighbours
Weekend
Yesterday
EV
Solar Panels
Fridge
Heating Own a smart thermostat
Have a hot water tank
High heat loss
Only EV owner in street
Washing Machine used 3x average
No long weekends away
Holidays match the school calendar
2 week holiday every August
Out every day 8am – 4pm
Typically: Wake up @6am
Typically: Go to bed @11pm
Out most Saturdays
Typically: Wake up @7am
Typically out Sat & Sun
9am – 5pmActive overnight
At home during the day
Dishwasher
Oven
On average used 6 times per
week
Typically used 4 times at weekend
Never used on Thursdays
Max cooking 30mins Mon-
Fri
Not used for Sunday roasts
Charged
every 3 days
£300 potential saving per year
£150 current saving
per year
Do not own a dishwasher
Own an EV
7
ONZO’s Technology…
ONZO’s Technology
…meaning each
object within the
environment can be
identified
8
Deep Learning and Artificial
Intelligence (AI) was a key
enabler for self-driving cars…
using image recognition to
recognise shapes…
Dishwasher Washing
Machine
Oven
Load Disaggregation
Appliances have
unique signatures
that can be learned
by humans, and by
an Artificial
Intelligence!
Load Disaggregation
enables us to provide
a whole bill
breakdown and split
down appliance
categories
9
ONZO uses a range of techniques
10
Energy Breakdown
With Smart meter data, it is possible to break household
consumption down into usage by typical activities
Lifestyle Analytics
With Smart electricity data, it is possible to understand
characteristics of the homes’ lifestyle through how they
use energy
Behavioural Analytics
With Smart meter electricity data, it is possible to
understand the behaviours which underline
homes’ use of energy
Load disaggregation is
just one of the
techniques that
ONZO uses to deliver
a broad range of
solutions.
Appliance detection is
combined with
Lifestyle and
Behavioural analytics
to maximize the
Insights that can be
derived from smart
meter data.
11
Battery and Solar
Battery charging
from economy 7
Battery reduces
morning peak Battery charging
from solar
Solar reduces
mid-day peak
Battery reduces
evening peak
Optimizing battery control
laws to maximise use of
available solar generation
1) Optimising on a per
household basis, use of
solar & storage
2) Recommend the solar /
storage installations that
suit each home and their
use of energy
3) Recommend the use of
solar/ storage that can
benefit the wider network
12
Live ONZO Customers
13
Sample Use Cases…
14
Identifying homes with Electric Vehicles
Typical Insights:
• Identify homes who have
an EV
• How often and for how
long it is charged
• What type of charger is
used
15
Identifying homes with Solar
Typical Insights:
• Identify homes who have
solar
• Target for specific
products & services
• Identifying suitable
homes where battery
storage yields the
greatest benefit
• Calculate solar
generation just from P1
data.
16
Identifying homes with HVAC
Typical Insights:
• Identify homes who have
Heating / Ventilation / Air
Conditioning
• Target for specific
products & services
• Target for demand
response programmes
17
Tariff Optimisation
Typical Insights:
• Who would benefit from
a Time of Use tariff based
upon their energy profile
• Who would benefit by
also changing their
behaviour
18
Tariff Optimisation
Segment customers to
receive specific messaging:
• Change tariff only
• Change tariff &
behaviour
• Change behaviour only
• No change – good news
story
19
In Summary…
Benefits for the customer:
• Take control over their expenditure
• Understand how their bill is made up
• Maximise savings opportunity
• Personalised service based upon their
own usage
• Know how their energy consumption
compares with their peers
• Quantifiable savings
Benefits for the Utility:
• Become a trusted advisor
• Create positive customer engagement
• Reduce operational costs
• Increase marketing efficiency
• Increase revenue opportunities
• Increase smart meter take up
• Affect demand response
20
Thank you. Any questions?
Ian Perry
ian.perry@onzo.com
+44 7917 758857
www.onzo.com
Ian perry   dutch smart metering forum

Más contenido relacionado

La actualidad más candente

Competitive metering in the National Electricity Market
Competitive metering in the National Electricity MarketCompetitive metering in the National Electricity Market
Competitive metering in the National Electricity MarketNSW Environment and Planning
 
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...EMEX
 
The DER challenge: Talking an energy revolution
The DER challenge: Talking an energy revolutionThe DER challenge: Talking an energy revolution
The DER challenge: Talking an energy revolutionOMNETRIC
 
Navetas Energy Management: Time for smarter thinking
Navetas Energy Management: Time for smarter thinking Navetas Energy Management: Time for smarter thinking
Navetas Energy Management: Time for smarter thinking NavetasUK
 
201601 e smart pres-ver4 (1)
201601 e smart pres-ver4 (1)201601 e smart pres-ver4 (1)
201601 e smart pres-ver4 (1)🚀Yan Thoinet
 
Peer-to-Peer energy trading and community self-consumption
Peer-to-Peer energy trading and community self-consumptionPeer-to-Peer energy trading and community self-consumption
Peer-to-Peer energy trading and community self-consumptionLeonardo ENERGY
 
Benefits of battery digitalization
Benefits of battery digitalizationBenefits of battery digitalization
Benefits of battery digitalizationBusiness Turku
 
Energy 10 years ago, now and 10 years in the future
Energy 10 years ago, now and 10 years in the futureEnergy 10 years ago, now and 10 years in the future
Energy 10 years ago, now and 10 years in the futureEMEX
 
Decarbonising Process Heat Applications via the Use of Biomass CHP
Decarbonising Process Heat Applications via the Use of Biomass CHPDecarbonising Process Heat Applications via the Use of Biomass CHP
Decarbonising Process Heat Applications via the Use of Biomass CHPEMEX
 
Case Study: Ensuring Security of Supply Through Flexibility
Case Study: Ensuring Security of Supply Through FlexibilityCase Study: Ensuring Security of Supply Through Flexibility
Case Study: Ensuring Security of Supply Through FlexibilityEMEX
 
Case Study – Demand Side Response and How it Can Work for you
Case Study – Demand Side Response and How it Can Work for youCase Study – Demand Side Response and How it Can Work for you
Case Study – Demand Side Response and How it Can Work for youEMEX
 
Balancing Mechanism Units: the Main Income Stream for Battery Storage
Balancing Mechanism Units: the Main Income Stream for Battery StorageBalancing Mechanism Units: the Main Income Stream for Battery Storage
Balancing Mechanism Units: the Main Income Stream for Battery StorageEMEX
 

La actualidad más candente (20)

160502 engie energy services - may 2016
160502 engie   energy services - may 2016160502 engie   energy services - may 2016
160502 engie energy services - may 2016
 
Competitive metering in the National Electricity Market
Competitive metering in the National Electricity MarketCompetitive metering in the National Electricity Market
Competitive metering in the National Electricity Market
 
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...
Monitoring of Business Energy Performance for Fit-out Redevelopment Potential...
 
The DER challenge: Talking an energy revolution
The DER challenge: Talking an energy revolutionThe DER challenge: Talking an energy revolution
The DER challenge: Talking an energy revolution
 
Smart Grid Analytics
Smart Grid AnalyticsSmart Grid Analytics
Smart Grid Analytics
 
Navetas Energy Management: Time for smarter thinking
Navetas Energy Management: Time for smarter thinking Navetas Energy Management: Time for smarter thinking
Navetas Energy Management: Time for smarter thinking
 
201601 e smart pres-ver4 (1)
201601 e smart pres-ver4 (1)201601 e smart pres-ver4 (1)
201601 e smart pres-ver4 (1)
 
The Australian New Energy Consumer
The Australian New Energy ConsumerThe Australian New Energy Consumer
The Australian New Energy Consumer
 
Perspective on New Zealand Smart Meter rollout
Perspective on New Zealand Smart Meter rolloutPerspective on New Zealand Smart Meter rollout
Perspective on New Zealand Smart Meter rollout
 
Electricity In NSW Forum
Electricity In NSW Forum Electricity In NSW Forum
Electricity In NSW Forum
 
Peer-to-Peer energy trading and community self-consumption
Peer-to-Peer energy trading and community self-consumptionPeer-to-Peer energy trading and community self-consumption
Peer-to-Peer energy trading and community self-consumption
 
Benefits of battery digitalization
Benefits of battery digitalizationBenefits of battery digitalization
Benefits of battery digitalization
 
Energy 10 years ago, now and 10 years in the future
Energy 10 years ago, now and 10 years in the futureEnergy 10 years ago, now and 10 years in the future
Energy 10 years ago, now and 10 years in the future
 
Decarbonising Process Heat Applications via the Use of Biomass CHP
Decarbonising Process Heat Applications via the Use of Biomass CHPDecarbonising Process Heat Applications via the Use of Biomass CHP
Decarbonising Process Heat Applications via the Use of Biomass CHP
 
Smart Grid, Smart City
Smart Grid, Smart City Smart Grid, Smart City
Smart Grid, Smart City
 
End use behavioural aspects of Smart Grids
End use behavioural aspects of Smart Grids End use behavioural aspects of Smart Grids
End use behavioural aspects of Smart Grids
 
Case Study: Ensuring Security of Supply Through Flexibility
Case Study: Ensuring Security of Supply Through FlexibilityCase Study: Ensuring Security of Supply Through Flexibility
Case Study: Ensuring Security of Supply Through Flexibility
 
CIR Conferences - RWE
CIR Conferences - RWECIR Conferences - RWE
CIR Conferences - RWE
 
Case Study – Demand Side Response and How it Can Work for you
Case Study – Demand Side Response and How it Can Work for youCase Study – Demand Side Response and How it Can Work for you
Case Study – Demand Side Response and How it Can Work for you
 
Balancing Mechanism Units: the Main Income Stream for Battery Storage
Balancing Mechanism Units: the Main Income Stream for Battery StorageBalancing Mechanism Units: the Main Income Stream for Battery Storage
Balancing Mechanism Units: the Main Income Stream for Battery Storage
 

Destacado

Stefan versluis samen energieslim!
Stefan versluis   samen energieslim!Stefan versluis   samen energieslim!
Stefan versluis samen energieslim!Dutch Power
 
Boas bierings privacy, security, juridische zaken en de gedragscode
Boas bierings   privacy, security, juridische zaken en de gedragscodeBoas bierings   privacy, security, juridische zaken en de gedragscode
Boas bierings privacy, security, juridische zaken en de gedragscodeDutch Power
 
Thijs kamperman smart en sexy meters
Thijs kamperman   smart en sexy metersThijs kamperman   smart en sexy meters
Thijs kamperman smart en sexy metersDutch Power
 
Dominique hermans en reinout wissenburg fair meter
Dominique hermans en reinout wissenburg   fair meterDominique hermans en reinout wissenburg   fair meter
Dominique hermans en reinout wissenburg fair meterDutch Power
 
Ton brugmans waarom eigenlijk een slimme meter
Ton brugmans   waarom eigenlijk een slimme meterTon brugmans   waarom eigenlijk een slimme meter
Ton brugmans waarom eigenlijk een slimme meterDutch Power
 
Arjan bijman-een-wereld-te-winnen-reduced
Arjan bijman-een-wereld-te-winnen-reducedArjan bijman-een-wereld-te-winnen-reduced
Arjan bijman-een-wereld-te-winnen-reducedDutch Power
 
Mario Genot - Duurzaam OV in Nederland
Mario Genot - Duurzaam OV in NederlandMario Genot - Duurzaam OV in Nederland
Mario Genot - Duurzaam OV in NederlandDutch Power
 
Rob van 't slot de waarde van smart meter data, vanuit het asset management...
Rob van 't slot   de waarde van smart meter data, vanuit het asset management...Rob van 't slot   de waarde van smart meter data, vanuit het asset management...
Rob van 't slot de waarde van smart meter data, vanuit het asset management...Dutch Power
 
Peter Mul - Voortvarend verduurzamen
Peter Mul - Voortvarend verduurzamenPeter Mul - Voortvarend verduurzamen
Peter Mul - Voortvarend verduurzamenDutch Power
 
Edward Coster - Van Diesel naar Elektrisch Toekomst van OV
Edward Coster - Van Diesel naar Elektrisch Toekomst van OVEdward Coster - Van Diesel naar Elektrisch Toekomst van OV
Edward Coster - Van Diesel naar Elektrisch Toekomst van OVDutch Power
 
Jan Declercq, Royal Smit Transformatoren
Jan Declercq, Royal Smit TransformatorenJan Declercq, Royal Smit Transformatoren
Jan Declercq, Royal Smit TransformatorenDutch Power
 
Simon Rotsteeg, ABB
Simon Rotsteeg, ABBSimon Rotsteeg, ABB
Simon Rotsteeg, ABBDutch Power
 
Fons Jansen, Enexis
Fons Jansen, EnexisFons Jansen, Enexis
Fons Jansen, EnexisDutch Power
 
George Rodenhuis, Netbeheer Nederland
George Rodenhuis, Netbeheer NederlandGeorge Rodenhuis, Netbeheer Nederland
George Rodenhuis, Netbeheer NederlandDutch Power
 
Miro Zeman - Department of Electrical Sustainable Energy
Miro Zeman - Department of Electrical Sustainable EnergyMiro Zeman - Department of Electrical Sustainable Energy
Miro Zeman - Department of Electrical Sustainable EnergyDutch Power
 
Tjerk Wagenaar - Natuur & Milieu
Tjerk Wagenaar - Natuur & MilieuTjerk Wagenaar - Natuur & Milieu
Tjerk Wagenaar - Natuur & MilieuDutch Power
 
Bernard Fortuyn - Siemens Nederland
Bernard Fortuyn - Siemens NederlandBernard Fortuyn - Siemens Nederland
Bernard Fortuyn - Siemens NederlandDutch Power
 
Jan Langedijk, Siemens
Jan Langedijk, SiemensJan Langedijk, Siemens
Jan Langedijk, SiemensDutch Power
 
Peter Lacy - Accenture Strategy, Sustainability Services
Peter Lacy - Accenture Strategy, Sustainability ServicesPeter Lacy - Accenture Strategy, Sustainability Services
Peter Lacy - Accenture Strategy, Sustainability ServicesDutch Power
 
Michel Schuurman - MVO Nederland
Michel Schuurman - MVO NederlandMichel Schuurman - MVO Nederland
Michel Schuurman - MVO NederlandDutch Power
 

Destacado (20)

Stefan versluis samen energieslim!
Stefan versluis   samen energieslim!Stefan versluis   samen energieslim!
Stefan versluis samen energieslim!
 
Boas bierings privacy, security, juridische zaken en de gedragscode
Boas bierings   privacy, security, juridische zaken en de gedragscodeBoas bierings   privacy, security, juridische zaken en de gedragscode
Boas bierings privacy, security, juridische zaken en de gedragscode
 
Thijs kamperman smart en sexy meters
Thijs kamperman   smart en sexy metersThijs kamperman   smart en sexy meters
Thijs kamperman smart en sexy meters
 
Dominique hermans en reinout wissenburg fair meter
Dominique hermans en reinout wissenburg   fair meterDominique hermans en reinout wissenburg   fair meter
Dominique hermans en reinout wissenburg fair meter
 
Ton brugmans waarom eigenlijk een slimme meter
Ton brugmans   waarom eigenlijk een slimme meterTon brugmans   waarom eigenlijk een slimme meter
Ton brugmans waarom eigenlijk een slimme meter
 
Arjan bijman-een-wereld-te-winnen-reduced
Arjan bijman-een-wereld-te-winnen-reducedArjan bijman-een-wereld-te-winnen-reduced
Arjan bijman-een-wereld-te-winnen-reduced
 
Mario Genot - Duurzaam OV in Nederland
Mario Genot - Duurzaam OV in NederlandMario Genot - Duurzaam OV in Nederland
Mario Genot - Duurzaam OV in Nederland
 
Rob van 't slot de waarde van smart meter data, vanuit het asset management...
Rob van 't slot   de waarde van smart meter data, vanuit het asset management...Rob van 't slot   de waarde van smart meter data, vanuit het asset management...
Rob van 't slot de waarde van smart meter data, vanuit het asset management...
 
Peter Mul - Voortvarend verduurzamen
Peter Mul - Voortvarend verduurzamenPeter Mul - Voortvarend verduurzamen
Peter Mul - Voortvarend verduurzamen
 
Edward Coster - Van Diesel naar Elektrisch Toekomst van OV
Edward Coster - Van Diesel naar Elektrisch Toekomst van OVEdward Coster - Van Diesel naar Elektrisch Toekomst van OV
Edward Coster - Van Diesel naar Elektrisch Toekomst van OV
 
Jan Declercq, Royal Smit Transformatoren
Jan Declercq, Royal Smit TransformatorenJan Declercq, Royal Smit Transformatoren
Jan Declercq, Royal Smit Transformatoren
 
Simon Rotsteeg, ABB
Simon Rotsteeg, ABBSimon Rotsteeg, ABB
Simon Rotsteeg, ABB
 
Fons Jansen, Enexis
Fons Jansen, EnexisFons Jansen, Enexis
Fons Jansen, Enexis
 
George Rodenhuis, Netbeheer Nederland
George Rodenhuis, Netbeheer NederlandGeorge Rodenhuis, Netbeheer Nederland
George Rodenhuis, Netbeheer Nederland
 
Miro Zeman - Department of Electrical Sustainable Energy
Miro Zeman - Department of Electrical Sustainable EnergyMiro Zeman - Department of Electrical Sustainable Energy
Miro Zeman - Department of Electrical Sustainable Energy
 
Tjerk Wagenaar - Natuur & Milieu
Tjerk Wagenaar - Natuur & MilieuTjerk Wagenaar - Natuur & Milieu
Tjerk Wagenaar - Natuur & Milieu
 
Bernard Fortuyn - Siemens Nederland
Bernard Fortuyn - Siemens NederlandBernard Fortuyn - Siemens Nederland
Bernard Fortuyn - Siemens Nederland
 
Jan Langedijk, Siemens
Jan Langedijk, SiemensJan Langedijk, Siemens
Jan Langedijk, Siemens
 
Peter Lacy - Accenture Strategy, Sustainability Services
Peter Lacy - Accenture Strategy, Sustainability ServicesPeter Lacy - Accenture Strategy, Sustainability Services
Peter Lacy - Accenture Strategy, Sustainability Services
 
Michel Schuurman - MVO Nederland
Michel Schuurman - MVO NederlandMichel Schuurman - MVO Nederland
Michel Schuurman - MVO Nederland
 

Similar a Ian perry dutch smart metering forum

Eneco Ronald Root
Eneco Ronald RootEneco Ronald Root
Eneco Ronald RootBigDataExpo
 
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsEnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsDon Jenkins
 
Big Data in Smart Grid
Big Data in Smart GridBig Data in Smart Grid
Big Data in Smart GridBilal Amjad
 
Residential Non-Intrusive Load Monitoring Overview
Residential Non-Intrusive Load Monitoring OverviewResidential Non-Intrusive Load Monitoring Overview
Residential Non-Intrusive Load Monitoring OverviewE Source Companies, LLC
 
17.03.06. i qnergy startup sauna
17.03.06. i qnergy   startup sauna17.03.06. i qnergy   startup sauna
17.03.06. i qnergy startup saunaEgor Chistyakov
 
TOON Stephen Galsworthy
TOON Stephen GalsworthyTOON Stephen Galsworthy
TOON Stephen GalsworthyBigDataExpo
 
Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...IEA DSM Implementing Agreement (IA)
 
Essent - Using AI@Scale to drive a seamless customer experience
Essent - Using AI@Scale to drive a seamless customer experienceEssent - Using AI@Scale to drive a seamless customer experience
Essent - Using AI@Scale to drive a seamless customer experienceBBP
 
FinalPresentation-GradProject
FinalPresentation-GradProjectFinalPresentation-GradProject
FinalPresentation-GradProjectManabu Mukohyoshi
 
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...Cassandra Project
 
Real Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsReal Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsSwantika Dhundia
 
Design of an Early Warning System for domestic appliances
Design of an Early Warning System for domestic appliancesDesign of an Early Warning System for domestic appliances
Design of an Early Warning System for domestic appliancesJoost van Barneveld
 
Big data for greater energy efficiency
Big data for greater energy efficiencyBig data for greater energy efficiency
Big data for greater energy efficiencyLeonardo ENERGY
 
2016 IDC Pan-European Utilities Summit: Open for Business
2016 IDC Pan-European Utilities Summit: Open for Business2016 IDC Pan-European Utilities Summit: Open for Business
2016 IDC Pan-European Utilities Summit: Open for BusinessOMNETRIC
 
Graduation project "home automation system"
Graduation project "home automation system"Graduation project "home automation system"
Graduation project "home automation system"Mohamed Motamed
 
EE Reports Metering 101 Guide: Benefits and Applications of Submetering
EE Reports Metering 101 Guide: Benefits and Applications of SubmeteringEE Reports Metering 101 Guide: Benefits and Applications of Submetering
EE Reports Metering 101 Guide: Benefits and Applications of SubmeteringEEReports.com
 
OpenEnergyMonitor: Univeristy of Turin GreenTo Build Workshop
OpenEnergyMonitor: Univeristy of Turin GreenTo Build WorkshopOpenEnergyMonitor: Univeristy of Turin GreenTo Build Workshop
OpenEnergyMonitor: Univeristy of Turin GreenTo Build WorkshopOpenEnergyMonitor
 
Smart meters in the Netherlands – Experiences on provided information and wil...
Smart meters in the Netherlands – Experiences on provided information and wil...Smart meters in the Netherlands – Experiences on provided information and wil...
Smart meters in the Netherlands – Experiences on provided information and wil...IEA DSM Implementing Agreement (IA)
 
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.com
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.comAlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.com
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.comJustin Hayward
 

Similar a Ian perry dutch smart metering forum (20)

Eneco Ronald Root
Eneco Ronald RootEneco Ronald Root
Eneco Ronald Root
 
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don JenkinsEnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
EnerNOC presentation for Mass Big Data Tech Trek Worcester, Don Jenkins
 
Big Data in Smart Grid
Big Data in Smart GridBig Data in Smart Grid
Big Data in Smart Grid
 
Residential Non-Intrusive Load Monitoring Overview
Residential Non-Intrusive Load Monitoring OverviewResidential Non-Intrusive Load Monitoring Overview
Residential Non-Intrusive Load Monitoring Overview
 
17.03.06. i qnergy startup sauna
17.03.06. i qnergy   startup sauna17.03.06. i qnergy   startup sauna
17.03.06. i qnergy startup sauna
 
TOON Stephen Galsworthy
TOON Stephen GalsworthyTOON Stephen Galsworthy
TOON Stephen Galsworthy
 
European research experience and needs on smart metering
European research experience and needs on smart metering European research experience and needs on smart metering
European research experience and needs on smart metering
 
Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...Smart Metering: A driver for creating energy efficiency for households. Smart...
Smart Metering: A driver for creating energy efficiency for households. Smart...
 
Essent - Using AI@Scale to drive a seamless customer experience
Essent - Using AI@Scale to drive a seamless customer experienceEssent - Using AI@Scale to drive a seamless customer experience
Essent - Using AI@Scale to drive a seamless customer experience
 
FinalPresentation-GradProject
FinalPresentation-GradProjectFinalPresentation-GradProject
FinalPresentation-GradProject
 
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...
5. Marita Holst (LTU-CDT, Sweden) - Pilot Case 2: Working with a Mature Resid...
 
Real Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsReal Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart Grids
 
Design of an Early Warning System for domestic appliances
Design of an Early Warning System for domestic appliancesDesign of an Early Warning System for domestic appliances
Design of an Early Warning System for domestic appliances
 
Big data for greater energy efficiency
Big data for greater energy efficiencyBig data for greater energy efficiency
Big data for greater energy efficiency
 
2016 IDC Pan-European Utilities Summit: Open for Business
2016 IDC Pan-European Utilities Summit: Open for Business2016 IDC Pan-European Utilities Summit: Open for Business
2016 IDC Pan-European Utilities Summit: Open for Business
 
Graduation project "home automation system"
Graduation project "home automation system"Graduation project "home automation system"
Graduation project "home automation system"
 
EE Reports Metering 101 Guide: Benefits and Applications of Submetering
EE Reports Metering 101 Guide: Benefits and Applications of SubmeteringEE Reports Metering 101 Guide: Benefits and Applications of Submetering
EE Reports Metering 101 Guide: Benefits and Applications of Submetering
 
OpenEnergyMonitor: Univeristy of Turin GreenTo Build Workshop
OpenEnergyMonitor: Univeristy of Turin GreenTo Build WorkshopOpenEnergyMonitor: Univeristy of Turin GreenTo Build Workshop
OpenEnergyMonitor: Univeristy of Turin GreenTo Build Workshop
 
Smart meters in the Netherlands – Experiences on provided information and wil...
Smart meters in the Netherlands – Experiences on provided information and wil...Smart meters in the Netherlands – Experiences on provided information and wil...
Smart meters in the Netherlands – Experiences on provided information and wil...
 
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.com
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.comAlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.com
AlertMe Beart Smart Homes & Cleanpower 2013 Cambridge, UK via CIR www.hvm-uk.com
 

Más de Dutch Power

Dutch Power Event 1. Ruut Schalij - eRiskgroep
Dutch Power Event 1. Ruut Schalij - eRiskgroepDutch Power Event 1. Ruut Schalij - eRiskgroep
Dutch Power Event 1. Ruut Schalij - eRiskgroepDutch Power
 
Dutch Power Event 2. Joost Greunsven - TenneT
Dutch Power Event 2. Joost Greunsven - TenneTDutch Power Event 2. Joost Greunsven - TenneT
Dutch Power Event 2. Joost Greunsven - TenneTDutch Power
 
Dutch Power Event 3. Marieke van Gemert - NRG
Dutch Power Event 3. Marieke van Gemert - NRGDutch Power Event 3. Marieke van Gemert - NRG
Dutch Power Event 3. Marieke van Gemert - NRGDutch Power
 
Dutch Power Event 4. Rick Bulk - ANVS.pdf
Dutch Power Event 4. Rick Bulk - ANVS.pdfDutch Power Event 4. Rick Bulk - ANVS.pdf
Dutch Power Event 4. Rick Bulk - ANVS.pdfDutch Power
 
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdf
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdfDutch Power Event 5. Dirk Rabelink - ULC energy.pdf
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdfDutch Power
 
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMR
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMRDutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMR
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMRDutch Power
 
Dutch Power Event 7. Titus Tielens - Thorizon.pdf
Dutch Power Event 7. Titus Tielens - Thorizon.pdfDutch Power Event 7. Titus Tielens - Thorizon.pdf
Dutch Power Event 7. Titus Tielens - Thorizon.pdfDutch Power
 
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFER
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFERPresentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFER
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFERDutch Power
 
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseurDutch Power
 
2. Soe van Dijk - Topsector Energie
2. Soe van Dijk - Topsector Energie2. Soe van Dijk - Topsector Energie
2. Soe van Dijk - Topsector EnergieDutch Power
 
3. Philip Westbroek & Vincent van Esbroek - Enexis
3. Philip Westbroek & Vincent van Esbroek - Enexis3. Philip Westbroek & Vincent van Esbroek - Enexis
3. Philip Westbroek & Vincent van Esbroek - EnexisDutch Power
 
4. Tom Wolters - Chapter8
4. Tom Wolters - Chapter84. Tom Wolters - Chapter8
4. Tom Wolters - Chapter8Dutch Power
 
5. Ingmar van der Steen - Info Support
5. Ingmar van der Steen - Info Support5. Ingmar van der Steen - Info Support
5. Ingmar van der Steen - Info SupportDutch Power
 
6. Sander Speek - Scalys
6. Sander Speek - Scalys6. Sander Speek - Scalys
6. Sander Speek - ScalysDutch Power
 
7. Olaf Peters - Technolution
7. Olaf Peters - Technolution7. Olaf Peters - Technolution
7. Olaf Peters - TechnolutionDutch Power
 
8. Bart Jan Witteveen - MODELEC
8. Bart Jan Witteveen - MODELEC8. Bart Jan Witteveen - MODELEC
8. Bart Jan Witteveen - MODELECDutch Power
 
Fedor ten Harve ProRail
Fedor ten Harve ProRailFedor ten Harve ProRail
Fedor ten Harve ProRailDutch Power
 
Helko van den Brom - VSL
Helko van den Brom - VSLHelko van den Brom - VSL
Helko van den Brom - VSLDutch Power
 
Christan van Dorst - Hyteps
Christan van Dorst - HytepsChristan van Dorst - Hyteps
Christan van Dorst - HytepsDutch Power
 
Edin Ibrovic - ACM
Edin Ibrovic - ACMEdin Ibrovic - ACM
Edin Ibrovic - ACMDutch Power
 

Más de Dutch Power (20)

Dutch Power Event 1. Ruut Schalij - eRiskgroep
Dutch Power Event 1. Ruut Schalij - eRiskgroepDutch Power Event 1. Ruut Schalij - eRiskgroep
Dutch Power Event 1. Ruut Schalij - eRiskgroep
 
Dutch Power Event 2. Joost Greunsven - TenneT
Dutch Power Event 2. Joost Greunsven - TenneTDutch Power Event 2. Joost Greunsven - TenneT
Dutch Power Event 2. Joost Greunsven - TenneT
 
Dutch Power Event 3. Marieke van Gemert - NRG
Dutch Power Event 3. Marieke van Gemert - NRGDutch Power Event 3. Marieke van Gemert - NRG
Dutch Power Event 3. Marieke van Gemert - NRG
 
Dutch Power Event 4. Rick Bulk - ANVS.pdf
Dutch Power Event 4. Rick Bulk - ANVS.pdfDutch Power Event 4. Rick Bulk - ANVS.pdf
Dutch Power Event 4. Rick Bulk - ANVS.pdf
 
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdf
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdfDutch Power Event 5. Dirk Rabelink - ULC energy.pdf
Dutch Power Event 5. Dirk Rabelink - ULC energy.pdf
 
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMR
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMRDutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMR
Dutch Power Event 6. Sophie Macfarlane-Smith - Rolls Royce SMR
 
Dutch Power Event 7. Titus Tielens - Thorizon.pdf
Dutch Power Event 7. Titus Tielens - Thorizon.pdfDutch Power Event 7. Titus Tielens - Thorizon.pdf
Dutch Power Event 7. Titus Tielens - Thorizon.pdf
 
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFER
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFERPresentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFER
Presentatie Dutch Power 8. Beata Tyburska-Pueschel - DIFFER
 
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur
1. Pieter Cobelens Generaal-majoor b.d. strategisch adviseur
 
2. Soe van Dijk - Topsector Energie
2. Soe van Dijk - Topsector Energie2. Soe van Dijk - Topsector Energie
2. Soe van Dijk - Topsector Energie
 
3. Philip Westbroek & Vincent van Esbroek - Enexis
3. Philip Westbroek & Vincent van Esbroek - Enexis3. Philip Westbroek & Vincent van Esbroek - Enexis
3. Philip Westbroek & Vincent van Esbroek - Enexis
 
4. Tom Wolters - Chapter8
4. Tom Wolters - Chapter84. Tom Wolters - Chapter8
4. Tom Wolters - Chapter8
 
5. Ingmar van der Steen - Info Support
5. Ingmar van der Steen - Info Support5. Ingmar van der Steen - Info Support
5. Ingmar van der Steen - Info Support
 
6. Sander Speek - Scalys
6. Sander Speek - Scalys6. Sander Speek - Scalys
6. Sander Speek - Scalys
 
7. Olaf Peters - Technolution
7. Olaf Peters - Technolution7. Olaf Peters - Technolution
7. Olaf Peters - Technolution
 
8. Bart Jan Witteveen - MODELEC
8. Bart Jan Witteveen - MODELEC8. Bart Jan Witteveen - MODELEC
8. Bart Jan Witteveen - MODELEC
 
Fedor ten Harve ProRail
Fedor ten Harve ProRailFedor ten Harve ProRail
Fedor ten Harve ProRail
 
Helko van den Brom - VSL
Helko van den Brom - VSLHelko van den Brom - VSL
Helko van den Brom - VSL
 
Christan van Dorst - Hyteps
Christan van Dorst - HytepsChristan van Dorst - Hyteps
Christan van Dorst - Hyteps
 
Edin Ibrovic - ACM
Edin Ibrovic - ACMEdin Ibrovic - ACM
Edin Ibrovic - ACM
 

Último

specification estimation and valuation of a building
specification estimation and valuation of a buildingspecification estimation and valuation of a building
specification estimation and valuation of a buildingswethasekhar5
 
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdf
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdfRenewable Energy & Entrepreneurship Workshop_21Feb2024.pdf
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdfodunowoeminence2019
 
me3493 manufacturing technology unit 1 Part A
me3493 manufacturing technology unit 1 Part Ame3493 manufacturing technology unit 1 Part A
me3493 manufacturing technology unit 1 Part Akarthi keyan
 
The relationship between iot and communication technology
The relationship between iot and communication technologyThe relationship between iot and communication technology
The relationship between iot and communication technologyabdulkadirmukarram03
 
How to Write a Good Scientific Paper.pdf
How to Write a Good Scientific Paper.pdfHow to Write a Good Scientific Paper.pdf
How to Write a Good Scientific Paper.pdfRedhwan Qasem Shaddad
 
solar wireless electric vechicle charging system
solar wireless electric vechicle charging systemsolar wireless electric vechicle charging system
solar wireless electric vechicle charging systemgokuldongala
 
CSR Managerial Round Questions and answers.pptx
CSR Managerial Round Questions and answers.pptxCSR Managerial Round Questions and answers.pptx
CSR Managerial Round Questions and answers.pptxssusera0771e
 
UNIT4_ESD_wfffffggggggggggggith_ARM.pptx
UNIT4_ESD_wfffffggggggggggggith_ARM.pptxUNIT4_ESD_wfffffggggggggggggith_ARM.pptx
UNIT4_ESD_wfffffggggggggggggith_ARM.pptxrealme6igamerr
 
Phase noise transfer functions.pptx
Phase noise transfer      functions.pptxPhase noise transfer      functions.pptx
Phase noise transfer functions.pptxSaiGouthamSunkara
 
Basic Principle of Electrochemical Sensor
Basic Principle of  Electrochemical SensorBasic Principle of  Electrochemical Sensor
Basic Principle of Electrochemical SensorTanvir Moin
 
ChatGPT-and-Generative-AI-Landscape Working of generative ai search
ChatGPT-and-Generative-AI-Landscape Working of generative ai searchChatGPT-and-Generative-AI-Landscape Working of generative ai search
ChatGPT-and-Generative-AI-Landscape Working of generative ai searchrohitcse52
 
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...amrabdallah9
 
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...Amil baba
 
Guardians and Glitches: Navigating the Duality of Gen AI in AppSec
Guardians and Glitches: Navigating the Duality of Gen AI in AppSecGuardians and Glitches: Navigating the Duality of Gen AI in AppSec
Guardians and Glitches: Navigating the Duality of Gen AI in AppSecTrupti Shiralkar, CISSP
 
Lecture 1: Basics of trigonometry (surveying)
Lecture 1: Basics of trigonometry (surveying)Lecture 1: Basics of trigonometry (surveying)
Lecture 1: Basics of trigonometry (surveying)Bahzad5
 
Technical Management of cement industry.pdf
Technical Management of cement industry.pdfTechnical Management of cement industry.pdf
Technical Management of cement industry.pdfMadan Karki
 
nvidia AI-gtc 2024 partial slide deck.pptx
nvidia AI-gtc 2024 partial slide deck.pptxnvidia AI-gtc 2024 partial slide deck.pptx
nvidia AI-gtc 2024 partial slide deck.pptxjasonsedano2
 

Último (20)

specification estimation and valuation of a building
specification estimation and valuation of a buildingspecification estimation and valuation of a building
specification estimation and valuation of a building
 
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdf
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdfRenewable Energy & Entrepreneurship Workshop_21Feb2024.pdf
Renewable Energy & Entrepreneurship Workshop_21Feb2024.pdf
 
me3493 manufacturing technology unit 1 Part A
me3493 manufacturing technology unit 1 Part Ame3493 manufacturing technology unit 1 Part A
me3493 manufacturing technology unit 1 Part A
 
The relationship between iot and communication technology
The relationship between iot and communication technologyThe relationship between iot and communication technology
The relationship between iot and communication technology
 
Litature Review: Research Paper work for Engineering
Litature Review: Research Paper work for EngineeringLitature Review: Research Paper work for Engineering
Litature Review: Research Paper work for Engineering
 
How to Write a Good Scientific Paper.pdf
How to Write a Good Scientific Paper.pdfHow to Write a Good Scientific Paper.pdf
How to Write a Good Scientific Paper.pdf
 
solar wireless electric vechicle charging system
solar wireless electric vechicle charging systemsolar wireless electric vechicle charging system
solar wireless electric vechicle charging system
 
CSR Managerial Round Questions and answers.pptx
CSR Managerial Round Questions and answers.pptxCSR Managerial Round Questions and answers.pptx
CSR Managerial Round Questions and answers.pptx
 
UNIT4_ESD_wfffffggggggggggggith_ARM.pptx
UNIT4_ESD_wfffffggggggggggggith_ARM.pptxUNIT4_ESD_wfffffggggggggggggith_ARM.pptx
UNIT4_ESD_wfffffggggggggggggith_ARM.pptx
 
Phase noise transfer functions.pptx
Phase noise transfer      functions.pptxPhase noise transfer      functions.pptx
Phase noise transfer functions.pptx
 
Basic Principle of Electrochemical Sensor
Basic Principle of  Electrochemical SensorBasic Principle of  Electrochemical Sensor
Basic Principle of Electrochemical Sensor
 
ChatGPT-and-Generative-AI-Landscape Working of generative ai search
ChatGPT-and-Generative-AI-Landscape Working of generative ai searchChatGPT-and-Generative-AI-Landscape Working of generative ai search
ChatGPT-and-Generative-AI-Landscape Working of generative ai search
 
計劃趕得上變化
計劃趕得上變化計劃趕得上變化
計劃趕得上變化
 
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...
Strategies of Urban Morphologyfor Improving Outdoor Thermal Comfort and Susta...
 
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...
Popular-NO1 Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialis...
 
Guardians and Glitches: Navigating the Duality of Gen AI in AppSec
Guardians and Glitches: Navigating the Duality of Gen AI in AppSecGuardians and Glitches: Navigating the Duality of Gen AI in AppSec
Guardians and Glitches: Navigating the Duality of Gen AI in AppSec
 
Lecture 1: Basics of trigonometry (surveying)
Lecture 1: Basics of trigonometry (surveying)Lecture 1: Basics of trigonometry (surveying)
Lecture 1: Basics of trigonometry (surveying)
 
Lecture 2 .pptx
Lecture 2                            .pptxLecture 2                            .pptx
Lecture 2 .pptx
 
Technical Management of cement industry.pdf
Technical Management of cement industry.pdfTechnical Management of cement industry.pdf
Technical Management of cement industry.pdf
 
nvidia AI-gtc 2024 partial slide deck.pptx
nvidia AI-gtc 2024 partial slide deck.pptxnvidia AI-gtc 2024 partial slide deck.pptx
nvidia AI-gtc 2024 partial slide deck.pptx
 

Ian perry dutch smart metering forum

  • 1. Dutch Smart Metering Forum January 26th 2017
  • 2. • ONZO Overview • ONZO’s Technology – Load disaggregation • Live ONZO Customers • Sample Use Cases Agenda 2
  • 3. • Meet regulatory targets • Network reliability • Growth in distributed resources • High cost to serve • Growth in electric vehicles • Accelerating meter rollout • Value from smart investment • New market entrants disrupting the established few Netherlands Specific: • Smart metering hasn’t delivered target reductions of 3.5% • Customers have to mandate the use of 15 minute data • Smart meter data for all mandated customers being made available to all retailers • Very high customer churn (up to 40% p.a.) • Progressive utility models (e.g. free energy provision, pay for enhanced service) drive competition We understand the key market challenges…. Consistent drivers…. • The need to deliver value in return for a smart meter • Digitisation of the customer relationship • Understand residential consumption and influencing customer behaviour
  • 4. Help the utility to understand and service their customers better by Digitising the relationship… By analysing their energy use signature, we build an individual profile of each and every customer that we tag with the key characteristics that we identify. Once we’ve created this characterised data set, ONZO’s solutions are focussed in 2 areas: ONZO Insights – enables utilities to reduce cost to serve and enable new revenue streams. • identify behavioural, attitudinal and lifestyle characteristics, and specific appliance usage • the utility can then use these ‘tags’ to segment the customer base into useful categories for marketing or operational improvement ONZO Engagement- allow utility customers to take control of their energy use and the utility to become trusted advisor. • build better relationships • provide valuable information and education • ultimately attract new and retain existing customers ONZO has a Cloud based platform that’s easy to deploy What do ONZO do? Other Sources of Meta Data + Smart Meter Data Unite Platform Output: Insight | Output: Engagement 4
  • 6. Survey Data 6 Insights – P1 Customer Profile P1 Dongle / CAD data Vacations Routines Weekday Sub-day readings (1-10 seconds) Appliances House Comparisons Washing Machine Demographic In-Efficient Insights Claimed Data Neighbours Weekend Yesterday EV Solar Panels Fridge Heating Own a smart thermostat Have a hot water tank High heat loss Only EV owner in street Washing Machine used 3x average No long weekends away Holidays match the school calendar 2 week holiday every August Out every day 8am – 4pm Typically: Wake up @6am Typically: Go to bed @11pm Out most Saturdays Typically: Wake up @7am Typically out Sat & Sun 9am – 5pmActive overnight At home during the day Dishwasher Oven On average used 6 times per week Typically used 4 times at weekend Never used on Thursdays Max cooking 30mins Mon- Fri Not used for Sunday roasts Charged every 3 days £300 potential saving per year £150 current saving per year Do not own a dishwasher Own an EV
  • 8. ONZO’s Technology …meaning each object within the environment can be identified 8 Deep Learning and Artificial Intelligence (AI) was a key enabler for self-driving cars… using image recognition to recognise shapes…
  • 9. Dishwasher Washing Machine Oven Load Disaggregation Appliances have unique signatures that can be learned by humans, and by an Artificial Intelligence! Load Disaggregation enables us to provide a whole bill breakdown and split down appliance categories 9
  • 10. ONZO uses a range of techniques 10 Energy Breakdown With Smart meter data, it is possible to break household consumption down into usage by typical activities Lifestyle Analytics With Smart electricity data, it is possible to understand characteristics of the homes’ lifestyle through how they use energy Behavioural Analytics With Smart meter electricity data, it is possible to understand the behaviours which underline homes’ use of energy Load disaggregation is just one of the techniques that ONZO uses to deliver a broad range of solutions. Appliance detection is combined with Lifestyle and Behavioural analytics to maximize the Insights that can be derived from smart meter data.
  • 11. 11 Battery and Solar Battery charging from economy 7 Battery reduces morning peak Battery charging from solar Solar reduces mid-day peak Battery reduces evening peak Optimizing battery control laws to maximise use of available solar generation 1) Optimising on a per household basis, use of solar & storage 2) Recommend the solar / storage installations that suit each home and their use of energy 3) Recommend the use of solar/ storage that can benefit the wider network
  • 14. 14 Identifying homes with Electric Vehicles Typical Insights: • Identify homes who have an EV • How often and for how long it is charged • What type of charger is used
  • 15. 15 Identifying homes with Solar Typical Insights: • Identify homes who have solar • Target for specific products & services • Identifying suitable homes where battery storage yields the greatest benefit • Calculate solar generation just from P1 data.
  • 16. 16 Identifying homes with HVAC Typical Insights: • Identify homes who have Heating / Ventilation / Air Conditioning • Target for specific products & services • Target for demand response programmes
  • 17. 17 Tariff Optimisation Typical Insights: • Who would benefit from a Time of Use tariff based upon their energy profile • Who would benefit by also changing their behaviour
  • 18. 18 Tariff Optimisation Segment customers to receive specific messaging: • Change tariff only • Change tariff & behaviour • Change behaviour only • No change – good news story
  • 19. 19 In Summary… Benefits for the customer: • Take control over their expenditure • Understand how their bill is made up • Maximise savings opportunity • Personalised service based upon their own usage • Know how their energy consumption compares with their peers • Quantifiable savings Benefits for the Utility: • Become a trusted advisor • Create positive customer engagement • Reduce operational costs • Increase marketing efficiency • Increase revenue opportunities • Increase smart meter take up • Affect demand response
  • 20. 20 Thank you. Any questions? Ian Perry ian.perry@onzo.com +44 7917 758857 www.onzo.com