SlideShare a Scribd company logo
1 of 10
ยฉ OECD/IEA 2015ยฉ OECD/IEA 2015
New data sources in energy systems
Green Growth and Sustainable Development Forum
Luis Munuera, PhD
Energy Technology and Policy Division
International Energy Agency
ยฉ OECD/IEA 2015
Reaching 2ยฐC requires a drop in the carbon intensity of
energy, which has been stable for 50 years
Data from Boden et al. (2013), Smil (2010) and IEA (2015)
ยฉ OECD/IEA 2015
The energy sector innovates slowlyโ€ฆ
Data from Smil (2010) and IEA (2015), 2DS scenario
ยฉ OECD/IEA 2015
โ€ฆand electricity systems are
particularly late adopters
% of distribution grids older than 40 years
ยฉ OECD/IEA 2015
Alternative and distributed energy is
accelerating
๏ฎ Decentralised energy taking off โ€“
and geography shifting
๏ฎ Non-OECD countries overtake
distributed PV in OECD in 4-5
years
๏ฎ Global EV deployment close to on
track for two-degree pathway
ยฉ OECD/IEA 2015
Batteries
Smart
meters
Smart metering becoming mainstream,
residential-scale batteries are next
Consumers increasingly looking for more control, insight on their energy use
ยฉ OECD/IEA 2015
Future energy systems are more
diverse, dynamic, localised
First generation smart metering,
uncontrollable DG
Second generation smart metering,
smart charging, smart DG
Distributed โ€˜intelligenceโ€™ with local
control, local balancing/markets
Existing data in standard
operations
Behavioral, demographic, smart
home, internet of things
IT/OT mainstreaming
(data volume x2 every 2 years)
Today
~3 Zb
ยฉ OECD/IEA 2015
Future energy systems are more
diverse, dynamic, localised
First generation smart metering,
uncontrollable DG
Second generation smart metering,
smart charging, smart DG
Distributed โ€˜intelligenceโ€™ with local
control, local balancing/markets
Existing data in standard
operations
Behavioral, demographic, smart
home, internet of things
IT/OT mainstreaming
(data volume x2 every 2 years)
Today
~3 Zb
Physical network layer: Improved
operations and grid planning
EWE, Germany
ยฉ OECD/IEA 2015
But systemic gaps along the innovation
chain need to be addressed
๏‚ง Institutional and technical: How to accelerate demonstration and
deployment for regulated, built-up systems?
๏‚ง Only in Europe, 107
kilometers of distribution networks...
โ€ข Overseen by 2,400 DSOs, 200 of them with more than 100k customers.
๏‚ง Centralised infrastructure, centralised energy markets, not standardised
ยฉ OECD/IEA 2015
๏‚ง Behavioral: How will consumers adopt and react to
technologies that bring them closer to their energy use?
๏‚ง Relationship between energy utilities and telcos?
๏‚ง Data security
๏‚ง Data privacy, access and ownership
But systemic gaps along the innovation
chain need to be addressed

More Related Content

What's hot

Energy efficiency tools for residential users
Energy efficiency tools for residential usersEnergy efficiency tools for residential users
Energy efficiency tools for residential usersGAIA Project
ย 
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 rolloutNSW Environment and Planning
ย 
Welcome to Net Energy Metering Training
Welcome to Net Energy Metering TrainingWelcome to Net Energy Metering Training
Welcome to Net Energy Metering TrainingAngela Robinson
ย 
Recent IEA analyses on behind-the-meter energy system trends
Recent IEA analyses on behind-the-meter energy system trendsRecent IEA analyses on behind-the-meter energy system trends
Recent IEA analyses on behind-the-meter energy system trendsLeonardo ENERGY
ย 
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...Los Angeles Cleantech Incubator (LACI)
ย 
Photovoltaic market and industry trends 2019
Photovoltaic market and industry trends 2019Photovoltaic market and industry trends 2019
Photovoltaic market and industry trends 2019Leonardo ENERGY
ย 
Net metering -- Vote Solar presentation by Susannah Churchill
Net metering -- Vote Solar presentation by Susannah ChurchillNet metering -- Vote Solar presentation by Susannah Churchill
Net metering -- Vote Solar presentation by Susannah ChurchillRosana Francescato
ย 
Lucy Stevens - Green Growth Diagnostics for Africa
Lucy Stevens - Green Growth Diagnostics for AfricaLucy Stevens - Green Growth Diagnostics for Africa
Lucy Stevens - Green Growth Diagnostics for AfricaInstitute of Development Studies
ย 
Datahub โ€“ towards future electricity retail market
Datahub โ€“ towards future electricity retail marketDatahub โ€“ towards future electricity retail market
Datahub โ€“ towards future electricity retail marketFingrid Oyj
ย 
FINAL smart grid presentation
FINAL smart grid presentationFINAL smart grid presentation
FINAL smart grid presentationLaura Shultz
ย 
Applying behavioural insights to demand side energy policies and programmes: ...
Applying behavioural insights to demand side energy policies and programmes: ...Applying behavioural insights to demand side energy policies and programmes: ...
Applying behavioural insights to demand side energy policies and programmes: ...Leonardo ENERGY
ย 
Feed In Tariffs
Feed In TariffsFeed In Tariffs
Feed In TariffsIndigo Swan
ย 
SONEUK Conference on the Innovative Technologies and Practices for the develo...
SONEUK Conference on the Innovative Technologies and Practices for the develo...SONEUK Conference on the Innovative Technologies and Practices for the develo...
SONEUK Conference on the Innovative Technologies and Practices for the develo...Dr Ramhari Poudyal
ย 
Power electronics in practice
Power electronics in practicePower electronics in practice
Power electronics in practiceMax Powers
ย 
Electrification in the energy transition: towards net-zero emissions by 2050
Electrification in the energy transition: towards net-zero emissions by 2050Electrification in the energy transition: towards net-zero emissions by 2050
Electrification in the energy transition: towards net-zero emissions by 2050Leonardo ENERGY
ย 
eMeter Chris King CES2011 slides
eMeter Chris King CES2011 slideseMeter Chris King CES2011 slides
eMeter Chris King CES2011 slidesMichaline Todd
ย 

What's hot (20)

Energy efficiency tools for residential users
Energy efficiency tools for residential usersEnergy efficiency tools for residential users
Energy efficiency tools for residential users
ย 
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
ย 
Welcome to Net Energy Metering Training
Welcome to Net Energy Metering TrainingWelcome to Net Energy Metering Training
Welcome to Net Energy Metering Training
ย 
Smart Advanced Metering in the UK โ€“ An overview
Smart Advanced Metering in the UK โ€“ An overviewSmart Advanced Metering in the UK โ€“ An overview
Smart Advanced Metering in the UK โ€“ An overview
ย 
Recent IEA analyses on behind-the-meter energy system trends
Recent IEA analyses on behind-the-meter energy system trendsRecent IEA analyses on behind-the-meter energy system trends
Recent IEA analyses on behind-the-meter energy system trends
ย 
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...
GloSho'14: Accessing the Water and Energy Markets of California - Robert Weis...
ย 
Smart Grid Challenges
Smart Grid ChallengesSmart Grid Challenges
Smart Grid Challenges
ย 
How To: Use Smart Grid Benefits
How To: Use Smart Grid BenefitsHow To: Use Smart Grid Benefits
How To: Use Smart Grid Benefits
ย 
Photovoltaic market and industry trends 2019
Photovoltaic market and industry trends 2019Photovoltaic market and industry trends 2019
Photovoltaic market and industry trends 2019
ย 
Net metering -- Vote Solar presentation by Susannah Churchill
Net metering -- Vote Solar presentation by Susannah ChurchillNet metering -- Vote Solar presentation by Susannah Churchill
Net metering -- Vote Solar presentation by Susannah Churchill
ย 
101: Guide to the Smart Grid
101: Guide to the Smart Grid101: Guide to the Smart Grid
101: Guide to the Smart Grid
ย 
Lucy Stevens - Green Growth Diagnostics for Africa
Lucy Stevens - Green Growth Diagnostics for AfricaLucy Stevens - Green Growth Diagnostics for Africa
Lucy Stevens - Green Growth Diagnostics for Africa
ย 
Datahub โ€“ towards future electricity retail market
Datahub โ€“ towards future electricity retail marketDatahub โ€“ towards future electricity retail market
Datahub โ€“ towards future electricity retail market
ย 
FINAL smart grid presentation
FINAL smart grid presentationFINAL smart grid presentation
FINAL smart grid presentation
ย 
Applying behavioural insights to demand side energy policies and programmes: ...
Applying behavioural insights to demand side energy policies and programmes: ...Applying behavioural insights to demand side energy policies and programmes: ...
Applying behavioural insights to demand side energy policies and programmes: ...
ย 
Feed In Tariffs
Feed In TariffsFeed In Tariffs
Feed In Tariffs
ย 
SONEUK Conference on the Innovative Technologies and Practices for the develo...
SONEUK Conference on the Innovative Technologies and Practices for the develo...SONEUK Conference on the Innovative Technologies and Practices for the develo...
SONEUK Conference on the Innovative Technologies and Practices for the develo...
ย 
Power electronics in practice
Power electronics in practicePower electronics in practice
Power electronics in practice
ย 
Electrification in the energy transition: towards net-zero emissions by 2050
Electrification in the energy transition: towards net-zero emissions by 2050Electrification in the energy transition: towards net-zero emissions by 2050
Electrification in the energy transition: towards net-zero emissions by 2050
ย 
eMeter Chris King CES2011 slides
eMeter Chris King CES2011 slideseMeter Chris King CES2011 slides
eMeter Chris King CES2011 slides
ย 

Similar to Session 3 - Presentation by Luis Munuera

ICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijSURFsara
ย 
Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Matthew Futch
ย 
Market Research Europe - Smart Metering Market in Europe 2009
Market Research Europe - Smart Metering Market in Europe 2009Market Research Europe - Smart Metering Market in Europe 2009
Market Research Europe - Smart Metering Market in Europe 2009Netscribes, Inc.
ย 
120213 cateura grenoble em smart grid toward which business models
120213 cateura grenoble em smart grid toward which business models120213 cateura grenoble em smart grid toward which business models
120213 cateura grenoble em smart grid toward which business modelsOlivier CATEURA, PhD
ย 
IoT for the energy sector
IoT for the energy sectorIoT for the energy sector
IoT for the energy sectorIET India
ย 
Chinese taipei ct006 1366701516
Chinese taipei ct006 1366701516Chinese taipei ct006 1366701516
Chinese taipei ct006 1366701516Nurul Yakin
ย 
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...Schneider Electric
ย 
All renewable based dynamic electricity system
All renewable based dynamic electricity systemAll renewable based dynamic electricity system
All renewable based dynamic electricity systemBig Data Value Association
ย 
Day-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationDay-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationIPPAI
ย 
Smart City Benchmark
Smart City BenchmarkSmart City Benchmark
Smart City BenchmarkBristol Futures
ย 
Facilitating cross-sectoral exchange of energy data
Facilitating cross-sectoral exchange of energy dataFacilitating cross-sectoral exchange of energy data
Facilitating cross-sectoral exchange of energy dataSaidh KESSACI
ย 
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET -  	  IoT based Energy Monitoring System for Energy ConservationIRJET -  	  IoT based Energy Monitoring System for Energy Conservation
IRJET - IoT based Energy Monitoring System for Energy ConservationIRJET Journal
ย 
Looking forward to Smart Grids
Looking forward to Smart GridsLooking forward to Smart Grids
Looking forward to Smart GridsAntonio Moreno-Munoz
ย 
A1103020113
A1103020113A1103020113
A1103020113IOSR Journals
ย 

Similar to Session 3 - Presentation by Luis Munuera (20)

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
ย 
ICT4S keynote Frits Verheij
ICT4S keynote Frits VerheijICT4S keynote Frits Verheij
ICT4S keynote Frits Verheij
ย 
Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5Nikkei Smart Cities Forum Final Oct 5
Nikkei Smart Cities Forum Final Oct 5
ย 
Market Research Europe - Smart Metering Market in Europe 2009
Market Research Europe - Smart Metering Market in Europe 2009Market Research Europe - Smart Metering Market in Europe 2009
Market Research Europe - Smart Metering Market in Europe 2009
ย 
120213 cateura grenoble em smart grid toward which business models
120213 cateura grenoble em smart grid toward which business models120213 cateura grenoble em smart grid toward which business models
120213 cateura grenoble em smart grid toward which business models
ย 
IoT for the energy sector
IoT for the energy sectorIoT for the energy sector
IoT for the energy sector
ย 
Chinese taipei ct006 1366701516
Chinese taipei ct006 1366701516Chinese taipei ct006 1366701516
Chinese taipei ct006 1366701516
ย 
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...
Whatโ€™s new in the smart grid - Latest developments and trends and what it mea...
ย 
All renewable based dynamic electricity system
All renewable based dynamic electricity systemAll renewable based dynamic electricity system
All renewable based dynamic electricity system
ย 
Day-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentationDay-3, Mr. Reji Kumar SG Roadmap presentation
Day-3, Mr. Reji Kumar SG Roadmap presentation
ย 
Smart City Benchmark
Smart City BenchmarkSmart City Benchmark
Smart City Benchmark
ย 
Facilitating cross-sectoral exchange of energy data
Facilitating cross-sectoral exchange of energy dataFacilitating cross-sectoral exchange of energy data
Facilitating cross-sectoral exchange of energy data
ย 
IRJET - IoT based Energy Monitoring System for Energy Conservation
IRJET -  	  IoT based Energy Monitoring System for Energy ConservationIRJET -  	  IoT based Energy Monitoring System for Energy Conservation
IRJET - IoT based Energy Monitoring System for Energy Conservation
ย 
Looking forward to Smart Grids
Looking forward to Smart GridsLooking forward to Smart Grids
Looking forward to Smart Grids
ย 
Miten ICT-ala voi sรครคstรครค energiaa?
Miten ICT-ala voi sรครคstรครค energiaa?Miten ICT-ala voi sรครคstรครค energiaa?
Miten ICT-ala voi sรครคstรครค energiaa?
ย 
Smart Grids IAPP
Smart Grids IAPPSmart Grids IAPP
Smart Grids IAPP
ย 
clerici
clericiclerici
clerici
ย 
Webinar: Digitalization & Energy
Webinar:  Digitalization & EnergyWebinar:  Digitalization & Energy
Webinar: Digitalization & Energy
ย 
A1103020113
A1103020113A1103020113
A1103020113
ย 
CBI energy conference: David Smith
CBI energy conference: David SmithCBI energy conference: David Smith
CBI energy conference: David Smith
ย 

More from OECD Environment

Detlef Van Vuuren- Integrated modelling for interrelated crises.pdf
Detlef Van Vuuren- Integrated modelling for interrelated crises.pdfDetlef Van Vuuren- Integrated modelling for interrelated crises.pdf
Detlef Van Vuuren- Integrated modelling for interrelated crises.pdfOECD Environment
ย 
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdf
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdfThomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdf
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdfOECD Environment
ย 
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...OECD Environment
ย 
Astrid Bos - Identifying trade offs & searching for synergies.pdf
Astrid Bos - Identifying trade offs & searching for synergies.pdfAstrid Bos - Identifying trade offs & searching for synergies.pdf
Astrid Bos - Identifying trade offs & searching for synergies.pdfOECD Environment
ย 
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...OECD Environment
ย 
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...OECD Environment
ย 
Laurent Drouet - Physical and Economic Risks of Climate Change.pdf
Laurent Drouet - Physical and Economic Risks of Climate Change.pdfLaurent Drouet - Physical and Economic Risks of Climate Change.pdf
Laurent Drouet - Physical and Economic Risks of Climate Change.pdfOECD Environment
ย 
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...OECD Environment
ย 
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...OECD Environment
ย 
GREEN Action Task Force - Full Presentations.pdf
GREEN Action Task Force - Full Presentations.pdfGREEN Action Task Force - Full Presentations.pdf
GREEN Action Task Force - Full Presentations.pdfOECD Environment
ย 
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...OECD Environment
ย 
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...OECD Environment
ย 
Additional Considerations for Pesticide Formulations Containing Microbial Pes...
Additional Considerations for Pesticide Formulations Containing Microbial Pes...Additional Considerations for Pesticide Formulations Containing Microbial Pes...
Additional Considerations for Pesticide Formulations Containing Microbial Pes...OECD Environment
ย 
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...OECD Environment
ย 
Considerations for Problem Formulation for Human Health Safety Assessments of...
Considerations for Problem Formulation for Human Health Safety Assessments of...Considerations for Problem Formulation for Human Health Safety Assessments of...
Considerations for Problem Formulation for Human Health Safety Assessments of...OECD Environment
ย 
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...OECD Environment
ย 
APVMA outcome-focussed approach to data requirements to support registration ...
APVMA outcome-focussed approach to data requirements to support registration ...APVMA outcome-focussed approach to data requirements to support registration ...
APVMA outcome-focussed approach to data requirements to support registration ...OECD Environment
ย 
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGES
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGESThe U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGES
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGESOECD Environment
ย 
Problem formulation for environmental risk assessment โ€“ Finnish case study: ...
Problem formulation for environmental risk assessment โ€“ Finnish case study:  ...Problem formulation for environmental risk assessment โ€“ Finnish case study:  ...
Problem formulation for environmental risk assessment โ€“ Finnish case study: ...OECD Environment
ย 
Problem formulation for environmental risk assessment in the context of EC Re...
Problem formulation for environmental risk assessment in the context of EC Re...Problem formulation for environmental risk assessment in the context of EC Re...
Problem formulation for environmental risk assessment in the context of EC Re...OECD Environment
ย 

More from OECD Environment (20)

Detlef Van Vuuren- Integrated modelling for interrelated crises.pdf
Detlef Van Vuuren- Integrated modelling for interrelated crises.pdfDetlef Van Vuuren- Integrated modelling for interrelated crises.pdf
Detlef Van Vuuren- Integrated modelling for interrelated crises.pdf
ย 
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdf
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdfThomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdf
Thomas Hertel- Integrated Policies for the Triple Planetary Crisis.pdf
ย 
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...
Jon Sampedro - Assessing synergies and trade offs for health and sustainable ...
ย 
Astrid Bos - Identifying trade offs & searching for synergies.pdf
Astrid Bos - Identifying trade offs & searching for synergies.pdfAstrid Bos - Identifying trade offs & searching for synergies.pdf
Astrid Bos - Identifying trade offs & searching for synergies.pdf
ย 
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...
Ruth Delzeit - Modelling environmental and socio-economic impacts of cropland...
ย 
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...
Wilfried Winiwarter - Implementing nitrogen pollution control pathways in the...
ย 
Laurent Drouet - Physical and Economic Risks of Climate Change.pdf
Laurent Drouet - Physical and Economic Risks of Climate Change.pdfLaurent Drouet - Physical and Economic Risks of Climate Change.pdf
Laurent Drouet - Physical and Economic Risks of Climate Change.pdf
ย 
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...
Shinichiro Fujimori - Biodiversity modeling in AIM (Asia pacific Integrated M...
ย 
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...
HyeJin Kim and Simon Smart - The biodiversity nexus across multiple drivers: ...
ย 
GREEN Action Task Force - Full Presentations.pdf
GREEN Action Task Force - Full Presentations.pdfGREEN Action Task Force - Full Presentations.pdf
GREEN Action Task Force - Full Presentations.pdf
ย 
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...
Case Study: Peptides-based Plant Protection Product (harpin proteins*) by Ros...
ย 
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...
CLE Contribution on the Assessment of Innovative Biochemicals in the EU Statu...
ย 
Additional Considerations for Pesticide Formulations Containing Microbial Pes...
Additional Considerations for Pesticide Formulations Containing Microbial Pes...Additional Considerations for Pesticide Formulations Containing Microbial Pes...
Additional Considerations for Pesticide Formulations Containing Microbial Pes...
ย 
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...
Role of genome sequencing (WGS) in microbial biopesticides safety assessment ...
ย 
Considerations for Problem Formulation for Human Health Safety Assessments of...
Considerations for Problem Formulation for Human Health Safety Assessments of...Considerations for Problem Formulation for Human Health Safety Assessments of...
Considerations for Problem Formulation for Human Health Safety Assessments of...
ย 
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...
How to Identify and Quantify Mixtures What is Essential to Know for Risk Asse...
ย 
APVMA outcome-focussed approach to data requirements to support registration ...
APVMA outcome-focussed approach to data requirements to support registration ...APVMA outcome-focussed approach to data requirements to support registration ...
APVMA outcome-focussed approach to data requirements to support registration ...
ย 
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGES
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGESThe U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGES
The U.S. Perspective on Problem Formulation for Biopesticides: Shannon BORGES
ย 
Problem formulation for environmental risk assessment โ€“ Finnish case study: ...
Problem formulation for environmental risk assessment โ€“ Finnish case study:  ...Problem formulation for environmental risk assessment โ€“ Finnish case study:  ...
Problem formulation for environmental risk assessment โ€“ Finnish case study: ...
ย 
Problem formulation for environmental risk assessment in the context of EC Re...
Problem formulation for environmental risk assessment in the context of EC Re...Problem formulation for environmental risk assessment in the context of EC Re...
Problem formulation for environmental risk assessment in the context of EC Re...
ย 

Recently uploaded

How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...
How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...
How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...Envirotac Inc.
ย 
2,6-Dichlorophenol - Material Safety Data Sheet.pptx
2,6-Dichlorophenol - Material Safety Data Sheet.pptx2,6-Dichlorophenol - Material Safety Data Sheet.pptx
2,6-Dichlorophenol - Material Safety Data Sheet.pptxMunamMeher
ย 
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING  SYSTEMS- IGBC, GRIHA, LEED--.pptxRATING  SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptxJIT KUMAR GUPTA
ย 
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery Newsletter
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery NewsletterYil Me Hu Spring 2024 - Nisqually Salmon Recovery Newsletter
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery NewsletterNisqually River Council
ย 
Clinico-mycological profile of isolates of superficial fungal infection: A st...
Clinico-mycological profile of isolates of superficial fungal infection: A st...Clinico-mycological profile of isolates of superficial fungal infection: A st...
Clinico-mycological profile of isolates of superficial fungal infection: A st...Open Access Research Paper
ย 
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...Sareena Khatun
ย 
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...Amil baba
ย 
Sustainable Recovery and Reconstruction Framework (SURRF)(1).pdf
Sustainable Recovery and Reconstruction Framework  (SURRF)(1).pdfSustainable Recovery and Reconstruction Framework  (SURRF)(1).pdf
Sustainable Recovery and Reconstruction Framework (SURRF)(1).pdfMeruvaLokeshwar
ย 
Research.pptxdfdddddddddddddddddddddddddddddddddddd
Research.pptxdfddddddddddddddddddddddddddddddddddddResearch.pptxdfdddddddddddddddddddddddddddddddddddd
Research.pptxdfddddddddddddddddddddddddddddddddddddMadisonHenderson5
ย 
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...robinsonayot
ย 
case-study-marcopper-disaster in the philippines.pdf
case-study-marcopper-disaster in the philippines.pdfcase-study-marcopper-disaster in the philippines.pdf
case-study-marcopper-disaster in the philippines.pdfgarthraymundo123
ย 
Russian Escort Dubai 0503464457 Dubai Escorts
Russian Escort Dubai 0503464457 Dubai EscortsRussian Escort Dubai 0503464457 Dubai Escorts
Russian Escort Dubai 0503464457 Dubai EscortsMonica Sydney
ย 
Corporate_Science-based_Target_Setting.pptx
Corporate_Science-based_Target_Setting.pptxCorporate_Science-based_Target_Setting.pptx
Corporate_Science-based_Target_Setting.pptxarnab132
ย 
Introduction to heat waves and Heatwaves in Bangladesh.pptx
Introduction to heat waves and Heatwaves in Bangladesh.pptxIntroduction to heat waves and Heatwaves in Bangladesh.pptx
Introduction to heat waves and Heatwaves in Bangladesh.pptxNazmusSakibNS
ย 
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdf
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdfTraining Of Trainers FAI Eng. Basel Tilapia Welfare.pdf
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdfBasel Ahmed
ย 
Cyclone Case Study Odisha 1999 Super Cyclone in India.
Cyclone Case Study Odisha 1999 Super Cyclone in India.Cyclone Case Study Odisha 1999 Super Cyclone in India.
Cyclone Case Study Odisha 1999 Super Cyclone in India.cojitesh
ย 
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptxHertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptxEdgar Hertwich
ย 
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budgetCall Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budgetkajal
ย 

Recently uploaded (20)

How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...
How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...
How to Reduce Health Risks from Asbestos Dust Not Just limited to Constructio...
ย 
2,6-Dichlorophenol - Material Safety Data Sheet.pptx
2,6-Dichlorophenol - Material Safety Data Sheet.pptx2,6-Dichlorophenol - Material Safety Data Sheet.pptx
2,6-Dichlorophenol - Material Safety Data Sheet.pptx
ย 
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING  SYSTEMS- IGBC, GRIHA, LEED--.pptxRATING  SYSTEMS- IGBC, GRIHA, LEED--.pptx
RATING SYSTEMS- IGBC, GRIHA, LEED--.pptx
ย 
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery Newsletter
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery NewsletterYil Me Hu Spring 2024 - Nisqually Salmon Recovery Newsletter
Yil Me Hu Spring 2024 - Nisqually Salmon Recovery Newsletter
ย 
Clinico-mycological profile of isolates of superficial fungal infection: A st...
Clinico-mycological profile of isolates of superficial fungal infection: A st...Clinico-mycological profile of isolates of superficial fungal infection: A st...
Clinico-mycological profile of isolates of superficial fungal infection: A st...
ย 
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...
Call Girls in Veraval - 8250092165 Our call girls are sure to provide you wit...
ย 
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...
NO1 Google Best Black Magic Specialist Near Me Spiritual Healer Powerful Love...
ย 
Sustainable Recovery and Reconstruction Framework (SURRF)(1).pdf
Sustainable Recovery and Reconstruction Framework  (SURRF)(1).pdfSustainable Recovery and Reconstruction Framework  (SURRF)(1).pdf
Sustainable Recovery and Reconstruction Framework (SURRF)(1).pdf
ย 
Research.pptxdfdddddddddddddddddddddddddddddddddddd
Research.pptxdfddddddddddddddddddddddddddddddddddddResearch.pptxdfdddddddddddddddddddddddddddddddddddd
Research.pptxdfdddddddddddddddddddddddddddddddddddd
ย 
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...
Test bank for beckmann and ling s obstetrics and gynecology 8th edition by ro...
ย 
Climate Change
Climate ChangeClimate Change
Climate Change
ย 
case-study-marcopper-disaster in the philippines.pdf
case-study-marcopper-disaster in the philippines.pdfcase-study-marcopper-disaster in the philippines.pdf
case-study-marcopper-disaster in the philippines.pdf
ย 
Russian Escort Dubai 0503464457 Dubai Escorts
Russian Escort Dubai 0503464457 Dubai EscortsRussian Escort Dubai 0503464457 Dubai Escorts
Russian Escort Dubai 0503464457 Dubai Escorts
ย 
Corporate_Science-based_Target_Setting.pptx
Corporate_Science-based_Target_Setting.pptxCorporate_Science-based_Target_Setting.pptx
Corporate_Science-based_Target_Setting.pptx
ย 
Deforestation
DeforestationDeforestation
Deforestation
ย 
Introduction to heat waves and Heatwaves in Bangladesh.pptx
Introduction to heat waves and Heatwaves in Bangladesh.pptxIntroduction to heat waves and Heatwaves in Bangladesh.pptx
Introduction to heat waves and Heatwaves in Bangladesh.pptx
ย 
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdf
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdfTraining Of Trainers FAI Eng. Basel Tilapia Welfare.pdf
Training Of Trainers FAI Eng. Basel Tilapia Welfare.pdf
ย 
Cyclone Case Study Odisha 1999 Super Cyclone in India.
Cyclone Case Study Odisha 1999 Super Cyclone in India.Cyclone Case Study Odisha 1999 Super Cyclone in India.
Cyclone Case Study Odisha 1999 Super Cyclone in India.
ย 
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptxHertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptx
ย 
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budgetCall Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budget
Call Girls Brigade Road ( 8250092165 ) Cheap rates call girls | Get low budget
ย 

Session 3 - Presentation by Luis Munuera

  • 1. ยฉ OECD/IEA 2015ยฉ OECD/IEA 2015 New data sources in energy systems Green Growth and Sustainable Development Forum Luis Munuera, PhD Energy Technology and Policy Division International Energy Agency
  • 2. ยฉ OECD/IEA 2015 Reaching 2ยฐC requires a drop in the carbon intensity of energy, which has been stable for 50 years Data from Boden et al. (2013), Smil (2010) and IEA (2015)
  • 3. ยฉ OECD/IEA 2015 The energy sector innovates slowlyโ€ฆ Data from Smil (2010) and IEA (2015), 2DS scenario
  • 4. ยฉ OECD/IEA 2015 โ€ฆand electricity systems are particularly late adopters % of distribution grids older than 40 years
  • 5. ยฉ OECD/IEA 2015 Alternative and distributed energy is accelerating ๏ฎ Decentralised energy taking off โ€“ and geography shifting ๏ฎ Non-OECD countries overtake distributed PV in OECD in 4-5 years ๏ฎ Global EV deployment close to on track for two-degree pathway
  • 6. ยฉ OECD/IEA 2015 Batteries Smart meters Smart metering becoming mainstream, residential-scale batteries are next Consumers increasingly looking for more control, insight on their energy use
  • 7. ยฉ OECD/IEA 2015 Future energy systems are more diverse, dynamic, localised First generation smart metering, uncontrollable DG Second generation smart metering, smart charging, smart DG Distributed โ€˜intelligenceโ€™ with local control, local balancing/markets Existing data in standard operations Behavioral, demographic, smart home, internet of things IT/OT mainstreaming (data volume x2 every 2 years) Today ~3 Zb
  • 8. ยฉ OECD/IEA 2015 Future energy systems are more diverse, dynamic, localised First generation smart metering, uncontrollable DG Second generation smart metering, smart charging, smart DG Distributed โ€˜intelligenceโ€™ with local control, local balancing/markets Existing data in standard operations Behavioral, demographic, smart home, internet of things IT/OT mainstreaming (data volume x2 every 2 years) Today ~3 Zb Physical network layer: Improved operations and grid planning EWE, Germany
  • 9. ยฉ OECD/IEA 2015 But systemic gaps along the innovation chain need to be addressed ๏‚ง Institutional and technical: How to accelerate demonstration and deployment for regulated, built-up systems? ๏‚ง Only in Europe, 107 kilometers of distribution networks... โ€ข Overseen by 2,400 DSOs, 200 of them with more than 100k customers. ๏‚ง Centralised infrastructure, centralised energy markets, not standardised
  • 10. ยฉ OECD/IEA 2015 ๏‚ง Behavioral: How will consumers adopt and react to technologies that bring them closer to their energy use? ๏‚ง Relationship between energy utilities and telcos? ๏‚ง Data security ๏‚ง Data privacy, access and ownership But systemic gaps along the innovation chain need to be addressed

Editor's Notes

  1. Prosumers and positive energy communities Integrate EVs A lot more information on what is happening in the energy system -> an increase in orders of magnitude But we know energy is one of those sectors where you canโ€™t rip everything out and start over. Difficult and costly to physically expand grids How does this interact in practice?
  2. Key triggers to data growth ๏‚› Improve the reliability and resiliency of electric grid ๏‚› Optimize the asset management and operations costs ๏‚› Share the data/intelligence for improved decision making ๏‚› Integrate legacy systems for improved data flow ๏‚› Improved data analytics and enterprise intelligence Situational Awareness/Predictive Forecasting
  3. Safety: with radio frequency communication layer, North America customers are becoming reluctant about installation of Smart Meters, which they consider being a risk for their health. Rightly or wrongly (depending on the technology used), this concern would have to be taken into account for Internet of Things generalization. Security: Whether using encryption for data exchanges or avoid any system intrusions to access to remote controls (disconnect Smart Meter), security is a major issue for massive deployment of Smart Meters. Internet of Things will be confronted to this major concern for example when health or Smart Cities services rely on the devices. Privacy: Data access and use of the data collected are subject to numerous debates regarding Smart Meters: you may deduct when you are eating, whether you are at home or not, etc ... The data is available, you simply need to interpret it. Internet of Things will have to provide answers to this question in order to avoid rejection in some cases. Roles and responsibilities have to be clear Standardisation is a key factor for success โ€“ Automation -> less faults / human mistakes โ€“ Neutrality โ€“ Costs-efficiency โ€ข Access to data has to be easy and neutral for all stakeholders โ€“ Of course by ensuring data privacy and security