SlideShare a Scribd company logo
1
Smarter Energy -
Infrastructure services, consumption analytics and
applications
Prof David Wallom
Oxford e-Research Centre, Oxford University
HPC Engine and Storage
Next Generation Infrastructure
The Smart Grid
High Speed Communications System
Service
Restoration
Voltage
Control
Condition
Monitoring/
Data
Mining
Distribution
System
State
Estimation
Distribution Management System
Smarter Distribution
Computation and Data
as a Service
 Distribution System
State Estimation
 Service Restoration
Algorithms
 Condition Monitoring
 Voltage Control
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?
When should you change tariffs?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Analysing commercial energy consumption
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
What effects do large energy efficiency projects have?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
What effects do large energy efficiency projects have?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
What contributions to my overall energy consumption
do different store types make?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
What contributions to my overall energy consumption
do different store types make?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I
concentrate investment on?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I
concentrate investment on?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Where should I be looking examples of best
practice?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Where should I be looking examples of best
practice?
W I
CK
ED
http://www.energy.ox.ac.uk/wicked/
Which of my property portfolio should I
concentrate investment on?
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
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

More Related Content

What's hot

Energy in emerging telecoms telecommunications
Energy in emerging telecoms telecommunicationsEnergy in emerging telecoms telecommunications
Energy in emerging telecoms telecommunications
VISCAR INDUSTRIAL CAPACITY
 
Leap Emerging Tech Speed Pitch
Leap Emerging Tech Speed PitchLeap Emerging Tech Speed Pitch
Leap Emerging Tech Speed Pitch
Jill Kirkpatrick
 
Smart Grid, Smart City
Smart Grid, Smart City Smart Grid, Smart City
Smart Grid, Smart City
NSW Environment and Planning
 
Modelling DC smart nanogrids for local power distribution
Modelling DC smart nanogrids for local power distributionModelling DC smart nanogrids for local power distribution
Modelling DC smart nanogrids for local power distribution
Funseam - Fundación para la Sostenibilidad Energética y Ambiental
 
200TWh of Annual Energy Savings in Europe by 2020, part 1
200TWh of Annual Energy Savings in Europe by 2020, part 1200TWh of Annual Energy Savings in Europe by 2020, part 1
200TWh of Annual Energy Savings in Europe by 2020, part 1
MatsBerglind
 
CIR Conferences - RWE
CIR Conferences - RWECIR Conferences - RWE
CIR Conferences - RWE
Justin Hayward
 
Power Electronics Market to Reach $25 Billion, Globally by 2022
Power Electronics Market to Reach $25 Billion, Globally by 2022Power Electronics Market to Reach $25 Billion, Globally by 2022
Power Electronics Market to Reach $25 Billion, Globally by 2022
Allied Market Research
 
Power Electronics Market To Have Steady Growth of $25 Billion by 2022
Power Electronics Market To Have Steady Growth of $25 Billion by 2022Power Electronics Market To Have Steady Growth of $25 Billion by 2022
Power Electronics Market To Have Steady Growth of $25 Billion by 2022
Allied Market Research
 
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
NSW Environment and Planning
 
The SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiencyThe SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiency
Funseam - Fundación para la Sostenibilidad Energética y Ambiental
 
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
 
Green Bank Academy - TAM Analysis
Green Bank Academy - TAM AnalysisGreen Bank Academy - TAM Analysis
Green Bank Academy - TAM Analysis
CGC CGC
 
Decentralised Energy
Decentralised EnergyDecentralised Energy
Decentralised Energy
EMEX
 
The role of the regulator in the transformation of the electricity sector
The role of the regulator in the transformation of the electricity sectorThe role of the regulator in the transformation of the electricity sector
The role of the regulator in the transformation of the electricity sector
SustainableEnergyAut
 
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail MarketSmart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Funseam - Fundación para la Sostenibilidad Energética y Ambiental
 
Security and Privacy Challenges in SMART GRID.
Security and Privacy Challenges in SMART GRID.Security and Privacy Challenges in SMART GRID.
Security and Privacy Challenges in SMART GRID.
SaiSampath16
 
CIR Conferences - UK Power Networks
CIR Conferences - UK Power NetworksCIR Conferences - UK Power Networks
CIR Conferences - UK Power Networks
Justin Hayward
 
JAMESTEDD
JAMESTEDDJAMESTEDD
JAMESTEDD
James Tedd
 
Josef Weber (Siemens): Scenarios for Future Internet Business@Energy
Josef Weber (Siemens): Scenarios for Future Internet Business@EnergyJosef Weber (Siemens): Scenarios for Future Internet Business@Energy
Josef Weber (Siemens): Scenarios for Future Internet Business@Energy
FIA2010
 
final presentation
final presentationfinal presentation
final presentation
Muhammad Aleem
 

What's hot (20)

Energy in emerging telecoms telecommunications
Energy in emerging telecoms telecommunicationsEnergy in emerging telecoms telecommunications
Energy in emerging telecoms telecommunications
 
Leap Emerging Tech Speed Pitch
Leap Emerging Tech Speed PitchLeap Emerging Tech Speed Pitch
Leap Emerging Tech Speed Pitch
 
Smart Grid, Smart City
Smart Grid, Smart City Smart Grid, Smart City
Smart Grid, Smart City
 
Modelling DC smart nanogrids for local power distribution
Modelling DC smart nanogrids for local power distributionModelling DC smart nanogrids for local power distribution
Modelling DC smart nanogrids for local power distribution
 
200TWh of Annual Energy Savings in Europe by 2020, part 1
200TWh of Annual Energy Savings in Europe by 2020, part 1200TWh of Annual Energy Savings in Europe by 2020, part 1
200TWh of Annual Energy Savings in Europe by 2020, part 1
 
CIR Conferences - RWE
CIR Conferences - RWECIR Conferences - RWE
CIR Conferences - RWE
 
Power Electronics Market to Reach $25 Billion, Globally by 2022
Power Electronics Market to Reach $25 Billion, Globally by 2022Power Electronics Market to Reach $25 Billion, Globally by 2022
Power Electronics Market to Reach $25 Billion, Globally by 2022
 
Power Electronics Market To Have Steady Growth of $25 Billion by 2022
Power Electronics Market To Have Steady Growth of $25 Billion by 2022Power Electronics Market To Have Steady Growth of $25 Billion by 2022
Power Electronics Market To Have Steady Growth of $25 Billion by 2022
 
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
 
The SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiencyThe SmartGrid concept: a way to increase energy efficiency
The SmartGrid concept: a way to increase energy efficiency
 
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
 
Green Bank Academy - TAM Analysis
Green Bank Academy - TAM AnalysisGreen Bank Academy - TAM Analysis
Green Bank Academy - TAM Analysis
 
Decentralised Energy
Decentralised EnergyDecentralised Energy
Decentralised Energy
 
The role of the regulator in the transformation of the electricity sector
The role of the regulator in the transformation of the electricity sectorThe role of the regulator in the transformation of the electricity sector
The role of the regulator in the transformation of the electricity sector
 
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail MarketSmart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
Smart Grid Aspects of the Winter Package: Facilitating a Flexible Retail Market
 
Security and Privacy Challenges in SMART GRID.
Security and Privacy Challenges in SMART GRID.Security and Privacy Challenges in SMART GRID.
Security and Privacy Challenges in SMART GRID.
 
CIR Conferences - UK Power Networks
CIR Conferences - UK Power NetworksCIR Conferences - UK Power Networks
CIR Conferences - UK Power Networks
 
JAMESTEDD
JAMESTEDDJAMESTEDD
JAMESTEDD
 
Josef Weber (Siemens): Scenarios for Future Internet Business@Energy
Josef Weber (Siemens): Scenarios for Future Internet Business@EnergyJosef Weber (Siemens): Scenarios for Future Internet Business@Energy
Josef Weber (Siemens): Scenarios for Future Internet Business@Energy
 
final presentation
final presentationfinal presentation
final presentation
 

Viewers also liked

Tecnoadictes enric ramon
Tecnoadictes enric ramonTecnoadictes enric ramon
Tecnoadictes enric ramonguest3bd3f5
 
Iv г-клас, ОУ "Петко Каравелов"- Асеновград
Iv г-клас, ОУ "Петко Каравелов"- АсеновградIv г-клас, ОУ "Петко Каравелов"- Асеновград
Iv г-клас, ОУ "Петко Каравелов"- Асеновград
Жана Петрова
 
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
Moldova Europeană
 
LA FOTO DE NAVIDAD
LA FOTO DE NAVIDADLA FOTO DE NAVIDAD
LA FOTO DE NAVIDAD
Ana Yelo Villalba
 
LeanApproach_MedicationOrder_DispensingProcess
LeanApproach_MedicationOrder_DispensingProcessLeanApproach_MedicationOrder_DispensingProcess
LeanApproach_MedicationOrder_DispensingProcess
S CG, PMP®, PMI-RMP®
 
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
MobileMoxie
 
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
Sebastian Wedeniwski
 
Report v2
Report v2Report v2
Report v2
Jia Jun Chok
 
Asian Architecture - S11 House
Asian Architecture - S11 House Asian Architecture - S11 House
Asian Architecture - S11 House
Joey E
 
B sc(hons)(arch) architecture studio 2 arc 1126 outline august 2015 (revised)
B sc(hons)(arch)  architecture studio 2 arc 1126 outline august 2015 (revised)B sc(hons)(arch)  architecture studio 2 arc 1126 outline august 2015 (revised)
B sc(hons)(arch) architecture studio 2 arc 1126 outline august 2015 (revised)
Jia Jun Chok
 
Scrivere per farsi capire e leggere
Scrivere per farsi capire e leggereScrivere per farsi capire e leggere
Scrivere per farsi capire e leggere
Alberto Ardizzone
 
Funciones Vitales de los Seres Vivos
Funciones Vitales de los Seres VivosFunciones Vitales de los Seres Vivos
Funciones Vitales de los Seres Vivos
Ana Yelo Villalba
 
I deserti
I desertiI deserti
I desertidemi93a
 
Asian Architecture: Case Study of Glass Shed, Sekeping Serendah
Asian Architecture: Case Study of Glass Shed, Sekeping SerendahAsian Architecture: Case Study of Glass Shed, Sekeping Serendah
Asian Architecture: Case Study of Glass Shed, Sekeping Serendah
Kelvin Ng
 
Best Practices for Email Marketing in the Mobile Age
Best Practices for Email Marketing in the Mobile AgeBest Practices for Email Marketing in the Mobile Age
Best Practices for Email Marketing in the Mobile Age
Branch
 
Unidad 1. Tengo tanto que contar...
Unidad 1. Tengo tanto que contar...Unidad 1. Tengo tanto que contar...
Unidad 1. Tengo tanto que contar...
Ana Yelo Villalba
 
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
Clifford Choy
 

Viewers also liked (17)

Tecnoadictes enric ramon
Tecnoadictes enric ramonTecnoadictes enric ramon
Tecnoadictes enric ramon
 
Iv г-клас, ОУ "Петко Каравелов"- Асеновград
Iv г-клас, ОУ "Петко Каравелов"- АсеновградIv г-клас, ОУ "Петко Каравелов"- Асеновград
Iv г-клас, ОУ "Петко Каравелов"- Асеновград
 
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
Alegem să participăm! Buletin informativ al Clubului pentru Cetățenie Activă ...
 
LA FOTO DE NAVIDAD
LA FOTO DE NAVIDADLA FOTO DE NAVIDAD
LA FOTO DE NAVIDAD
 
LeanApproach_MedicationOrder_DispensingProcess
LeanApproach_MedicationOrder_DispensingProcessLeanApproach_MedicationOrder_DispensingProcess
LeanApproach_MedicationOrder_DispensingProcess
 
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
Why Deep Linking is the Next Big Thing: App Indexing - SMX East 2015
 
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
IBM & Panasonic: The Internet of Mobility & Cognitive Personalization of Spac...
 
Report v2
Report v2Report v2
Report v2
 
Asian Architecture - S11 House
Asian Architecture - S11 House Asian Architecture - S11 House
Asian Architecture - S11 House
 
B sc(hons)(arch) architecture studio 2 arc 1126 outline august 2015 (revised)
B sc(hons)(arch)  architecture studio 2 arc 1126 outline august 2015 (revised)B sc(hons)(arch)  architecture studio 2 arc 1126 outline august 2015 (revised)
B sc(hons)(arch) architecture studio 2 arc 1126 outline august 2015 (revised)
 
Scrivere per farsi capire e leggere
Scrivere per farsi capire e leggereScrivere per farsi capire e leggere
Scrivere per farsi capire e leggere
 
Funciones Vitales de los Seres Vivos
Funciones Vitales de los Seres VivosFunciones Vitales de los Seres Vivos
Funciones Vitales de los Seres Vivos
 
I deserti
I desertiI deserti
I deserti
 
Asian Architecture: Case Study of Glass Shed, Sekeping Serendah
Asian Architecture: Case Study of Glass Shed, Sekeping SerendahAsian Architecture: Case Study of Glass Shed, Sekeping Serendah
Asian Architecture: Case Study of Glass Shed, Sekeping Serendah
 
Best Practices for Email Marketing in the Mobile Age
Best Practices for Email Marketing in the Mobile AgeBest Practices for Email Marketing in the Mobile Age
Best Practices for Email Marketing in the Mobile Age
 
Unidad 1. Tengo tanto que contar...
Unidad 1. Tengo tanto que contar...Unidad 1. Tengo tanto que contar...
Unidad 1. Tengo tanto que contar...
 
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
Meaningful Making (for L&T Expo 2016 on 9 Dec 2016)
 

Similar to Smarter Energy, Infrastruture service, consumtion analytics and applications

The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
Penn Institute for Urban Research
 
Smart grid overview for rlc 1 26-12 rh
Smart grid overview for rlc 1 26-12 rhSmart grid overview for rlc 1 26-12 rh
Smart grid overview for rlc 1 26-12 rh
Roger Hicks
 
Smart Energy Business Models and Technologies
Smart Energy Business Models and TechnologiesSmart Energy Business Models and Technologies
Smart Energy Business Models and Technologies
Andre Burgess
 
e-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestatione-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestation
David Wallom
 
Electric Power Industry In Transition
Electric Power Industry In TransitionElectric Power Industry In Transition
Electric Power Industry In Transition
HIMADRI BANERJI
 
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyondBenefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
David Wallom
 
Smart Grid - Concept to Reality 21.09.22.pptx
Smart Grid - Concept to Reality  21.09.22.pptxSmart Grid - Concept to Reality  21.09.22.pptx
Smart Grid - Concept to Reality 21.09.22.pptx
shivarajCSRaj
 
7 Ways to unlock value from Smartmeter Big Data
7 Ways to unlock value from Smartmeter Big Data7 Ways to unlock value from Smartmeter Big Data
7 Ways to unlock value from Smartmeter Big Data
Derick Jose
 
Smart_Grid_WP_1124aFINAL
Smart_Grid_WP_1124aFINALSmart_Grid_WP_1124aFINAL
Smart_Grid_WP_1124aFINAL
Wes Frye
 
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
Zach Pollock
 
Irrational Agents and the Power Grid
Irrational Agents and the Power GridIrrational Agents and the Power Grid
Irrational Agents and the Power Grid
Sean Meyn
 
Smart Grids from the perspective of the consumers
Smart Grids from the perspective of the consumers Smart Grids from the perspective of the consumers
Smart Grids from the perspective of the consumers
IEA DSM Implementing Agreement (IA)
 
Aat Overview 2 9 2010 Jj Handout Copy
Aat Overview 2 9 2010 Jj Handout CopyAat Overview 2 9 2010 Jj Handout Copy
Aat Overview 2 9 2010 Jj Handout Copy
mls1964
 
FirstPartner UK Smart Energy Grid Market Map 2012
FirstPartner UK Smart Energy Grid Market Map 2012FirstPartner UK Smart Energy Grid Market Map 2012
FirstPartner UK Smart Energy Grid Market Map 2012
FirstPartner
 
CBI energy conference: David Smith
CBI energy conference: David SmithCBI energy conference: David Smith
CBI energy conference: David Smith
Confederation of British Industry
 
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
IRJET Journal
 
Uk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generationUk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generation
IEA DSM Implementing Agreement (IA)
 
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ..."Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
Josh Gould
 
Energy
EnergyEnergy
Energy
Mark Werwath
 
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
Gruene-it.org
 

Similar to Smarter Energy, Infrastruture service, consumtion analytics and applications (20)

The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and SustainabilityThe Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
The Benefits of Smart Grid Technology for Buildings, Cities, and Sustainability
 
Smart grid overview for rlc 1 26-12 rh
Smart grid overview for rlc 1 26-12 rhSmart grid overview for rlc 1 26-12 rh
Smart grid overview for rlc 1 26-12 rh
 
Smart Energy Business Models and Technologies
Smart Energy Business Models and TechnologiesSmart Energy Business Models and Technologies
Smart Energy Business Models and Technologies
 
e-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestatione-Research & the art of linking Astrophysics to Deforestation
e-Research & the art of linking Astrophysics to Deforestation
 
Electric Power Industry In Transition
Electric Power Industry In TransitionElectric Power Industry In Transition
Electric Power Industry In Transition
 
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyondBenefits of big data analytics in Smart Metering,  ADEPT, WICKED and beyond
Benefits of big data analytics in Smart Metering, ADEPT, WICKED and beyond
 
Smart Grid - Concept to Reality 21.09.22.pptx
Smart Grid - Concept to Reality  21.09.22.pptxSmart Grid - Concept to Reality  21.09.22.pptx
Smart Grid - Concept to Reality 21.09.22.pptx
 
7 Ways to unlock value from Smartmeter Big Data
7 Ways to unlock value from Smartmeter Big Data7 Ways to unlock value from Smartmeter Big Data
7 Ways to unlock value from Smartmeter Big Data
 
Smart_Grid_WP_1124aFINAL
Smart_Grid_WP_1124aFINALSmart_Grid_WP_1124aFINAL
Smart_Grid_WP_1124aFINAL
 
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
DSP02110-2 Next Gen Energy Storage White Paper_INTER V1
 
Irrational Agents and the Power Grid
Irrational Agents and the Power GridIrrational Agents and the Power Grid
Irrational Agents and the Power Grid
 
Smart Grids from the perspective of the consumers
Smart Grids from the perspective of the consumers Smart Grids from the perspective of the consumers
Smart Grids from the perspective of the consumers
 
Aat Overview 2 9 2010 Jj Handout Copy
Aat Overview 2 9 2010 Jj Handout CopyAat Overview 2 9 2010 Jj Handout Copy
Aat Overview 2 9 2010 Jj Handout Copy
 
FirstPartner UK Smart Energy Grid Market Map 2012
FirstPartner UK Smart Energy Grid Market Map 2012FirstPartner UK Smart Energy Grid Market Map 2012
FirstPartner UK Smart Energy Grid Market Map 2012
 
CBI energy conference: David Smith
CBI energy conference: David SmithCBI energy conference: David Smith
CBI energy conference: David Smith
 
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
Renewable Energy Integration into Smart Grid-Energy Storage Technologies and ...
 
Uk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generationUk approach – Matching demand to inflexible generation
Uk approach – Matching demand to inflexible generation
 
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ..."Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
"Next Gen Grid Tech Commercialization" for Duke University Energy Initiative ...
 
Energy
EnergyEnergy
Energy
 
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
Transforming the Electricity System to Meet Future Demand and Reduce Greenhou...
 

More from David Wallom

Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...
David Wallom
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
David Wallom
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
David Wallom
 
The University of Oxford e-Research Centre
The University of Oxford e-Research CentreThe University of Oxford e-Research Centre
The University of Oxford e-Research Centre
David Wallom
 
Introduction to Cloud Computing
Introduction to Cloud ComputingIntroduction to Cloud Computing
Introduction to Cloud Computing
David Wallom
 
The Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modellingThe Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modelling
David Wallom
 
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
David Wallom
 
Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...
David Wallom
 
Privacy and Security policies in the cloud
Privacy and Security policies in the cloudPrivacy and Security policies in the cloud
Privacy and Security policies in the cloud
David Wallom
 
Working with Earth Observation Data, INFORM and the IEA
Working with Earth Observation Data, INFORM and the IEAWorking with Earth Observation Data, INFORM and the IEA
Working with Earth Observation Data, INFORM and the IEA
David Wallom
 
WICKED - Working with the data rich
WICKED - Working with the data richWICKED - Working with the data rich
WICKED - Working with the data rich
David Wallom
 
Mapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you ProjectsMapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you Projects
David Wallom
 
CloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your projectCloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your project
David Wallom
 
Trust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud providerTrust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud provider
David Wallom
 
CloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep DiveCloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep Dive
David Wallom
 
e-infrastructural needs to support informatics
e-infrastructural needs to support informaticse-infrastructural needs to support informatics
e-infrastructural needs to support informatics
David Wallom
 
Generating Insight from Big Data
Generating Insight from Big DataGenerating Insight from Big Data
Generating Insight from Big Data
David Wallom
 
International Forest Risk Model
International Forest Risk ModelInternational Forest Risk Model
International Forest Risk Model
David Wallom
 
Generating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the EnvironmentGenerating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the Environment
David Wallom
 
Smart Grid, Smart Metering and Cybersecurity
Smart Grid, Smart Metering and CybersecuritySmart Grid, Smart Metering and Cybersecurity
Smart Grid, Smart Metering and Cybersecurity
David Wallom
 

More from David Wallom (20)

Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...Quantifying the impact of green leasing on energy use in a retail portfolio: ...
Quantifying the impact of green leasing on energy use in a retail portfolio: ...
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
 
Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...Trust and Cloud computing, removing the need for the consumer to trust their ...
Trust and Cloud computing, removing the need for the consumer to trust their ...
 
The University of Oxford e-Research Centre
The University of Oxford e-Research CentreThe University of Oxford e-Research Centre
The University of Oxford e-Research Centre
 
Introduction to Cloud Computing
Introduction to Cloud ComputingIntroduction to Cloud Computing
Introduction to Cloud Computing
 
The Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modellingThe Climateprediction.net programme, big data climate modelling
The Climateprediction.net programme, big data climate modelling
 
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
1990-2050 sulphur dioxide emissions data from ECLIPSE v5a for use in Met Offi...
 
Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...Supporting Research through "Desktop as a Service" models of e-infrastructure...
Supporting Research through "Desktop as a Service" models of e-infrastructure...
 
Privacy and Security policies in the cloud
Privacy and Security policies in the cloudPrivacy and Security policies in the cloud
Privacy and Security policies in the cloud
 
Working with Earth Observation Data, INFORM and the IEA
Working with Earth Observation Data, INFORM and the IEAWorking with Earth Observation Data, INFORM and the IEA
Working with Earth Observation Data, INFORM and the IEA
 
WICKED - Working with the data rich
WICKED - Working with the data richWICKED - Working with the data rich
WICKED - Working with the data rich
 
Mapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you ProjectsMapping Priorities and Future Collaborations for you Projects
Mapping Priorities and Future Collaborations for you Projects
 
CloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your projectCloudWatch: Mapping priorities and future collaboration for your project
CloudWatch: Mapping priorities and future collaboration for your project
 
Trust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud providerTrust and Cloud Computing, removing the need to trust your cloud provider
Trust and Cloud Computing, removing the need to trust your cloud provider
 
CloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep DiveCloudWatch2 Adoption Deep Dive
CloudWatch2 Adoption Deep Dive
 
e-infrastructural needs to support informatics
e-infrastructural needs to support informaticse-infrastructural needs to support informatics
e-infrastructural needs to support informatics
 
Generating Insight from Big Data
Generating Insight from Big DataGenerating Insight from Big Data
Generating Insight from Big Data
 
International Forest Risk Model
International Forest Risk ModelInternational Forest Risk Model
International Forest Risk Model
 
Generating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the EnvironmentGenerating Insight from Big Data in Energy and the Environment
Generating Insight from Big Data in Energy and the Environment
 
Smart Grid, Smart Metering and Cybersecurity
Smart Grid, Smart Metering and CybersecuritySmart Grid, Smart Metering and Cybersecurity
Smart Grid, Smart Metering and Cybersecurity
 

Recently uploaded

SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
KrushnaDarade1
 
HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1
Shashank Shekhar Pandey
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
Sérgio Sacani
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
Texas Alliance of Groundwater Districts
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
hozt8xgk
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
by6843629
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
İsa Badur
 
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
Advanced-Concepts-Team
 
Direct Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart AgricultureDirect Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart Agriculture
International Food Policy Research Institute- South Asia Office
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
PRIYANKA PATEL
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
RitabrataSarkar3
 
Equivariant neural networks and representation theory
Equivariant neural networks and representation theoryEquivariant neural networks and representation theory
Equivariant neural networks and representation theory
Daniel Tubbenhauer
 
11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf
PirithiRaju
 
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdfwaterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
LengamoLAppostilic
 
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
Scintica Instrumentation
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
Texas Alliance of Groundwater Districts
 
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Leonel Morgado
 
Compexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titrationCompexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titration
Vandana Devesh Sharma
 
Micronuclei test.M.sc.zoology.fisheries.
Micronuclei test.M.sc.zoology.fisheries.Micronuclei test.M.sc.zoology.fisheries.
Micronuclei test.M.sc.zoology.fisheries.
Aditi Bajpai
 
Pests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdfPests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdf
PirithiRaju
 

Recently uploaded (20)

SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
 
HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
 
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
ESA/ACT Science Coffee: Diego Blas - Gravitational wave detection with orbita...
 
Direct Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart AgricultureDirect Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart Agriculture
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
 
Equivariant neural networks and representation theory
Equivariant neural networks and representation theoryEquivariant neural networks and representation theory
Equivariant neural networks and representation theory
 
11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf11.1 Role of physical biological in deterioration of grains.pdf
11.1 Role of physical biological in deterioration of grains.pdf
 
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdfwaterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
 
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
 
Katherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdfKatherine Romanak - Geologic CO2 Storage.pdf
Katherine Romanak - Geologic CO2 Storage.pdf
 
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
 
Compexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titrationCompexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titration
 
Micronuclei test.M.sc.zoology.fisheries.
Micronuclei test.M.sc.zoology.fisheries.Micronuclei test.M.sc.zoology.fisheries.
Micronuclei test.M.sc.zoology.fisheries.
 
Pests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdfPests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdf
 

Smarter Energy, Infrastruture service, consumtion analytics and applications

Editor's Notes

  1. Emergent behaviour that can be identified from such potentially complex systems Cloud and/or cluster computing High speed communications technology platforms Large-scale learning machines
  2. RC -> Ratio of cost ‘ratio of cost’ (RC) of changing from a generic Tariff A to a Tariff B in the following way. First, compute independently the cost of using Tariff A and the cost of Tariff B for each business i (i.e. and respectively). For example, the cost of using RTT for a generic i business is computed adding the energy consumption for each t time interval multiplied by the price of energy for this interval given by the BETTA (pt):   (1) Secondly, compute a normalisation factor by dividing the sum of the costs of all the business when they use Tariff A by the sum of the costs of all the business when they use Tariff B: (2) This factor guarantees that the cost of the sum of all the businesses is the same for both tariffs (Borenstein 2007). Finally, compute the RC of changing from Tariff A to Tariff B: