SlideShare a Scribd company logo
1 of 14
Storage charge, discharge, and net production over three day-night cycles with intermittent wind and solar
Analysis of intermittency and storage:
Aizuwakamatsu, Japan
Net productionDischarge Charge
Using many runs to parametrically explore
uncertainty space
On shore Wind
OffshoreWind
No Grid Expansion
Grid Expansion
The example shows 100 runs exploring capacity build patterns under scenarios varying carbon price,
technology availability and cost, and transmission grid expansion in a Japan multi-region TIMES model.
Level of process detail is analysis-driven
In the US multi-region model FACETS, individual industrial boilers and electricity generating units (EGU)
were represented, each with their own technology retrofit options for NOx emissions reduction.
Combining policy-relevant scenario dimensions
This online portal from the IMRT India TIMES model summarizes results from 288 runs combining
variations on seven variables: air pollutant emissions limits, coal mining capacity, coal and gas prices,
solar investment costs, and policies prescribing minimum investments in renewable and nuclear
generation and maximum shares of electricity from imported fuels.
Modeling variations on complex policies
The US model FACETS was used to analyze many variations of the upcoming US EPA regulation on
carbon emissions from existing power plants (Section 111d of the Clean Air Act), permuting alternate
policy designs along with gas and technology prices.
Carbon capture and storage on the Iberian peninsula
In the Pan-European TIMES model, development of infrastructure to transport captured carbon to
underground storage sites was analyzed.
Relative Roles of Efficiency vs. Cl vs. Demand Reduction
Role of Energy Efficiency, Carbon Intensity and Demand Reduction in California under severe
mitigation scenarios
Demand reduction has the most significant contribution in the short-term and carbon intensity
reduction is the dominant contributor in the long-term. Efficiency improvement is more
important in the Residential sector compared to Commercial.
Detailed electricity capacity demand and supply for India in 2030
Power production investment cost
(relative to CPI scenario, annualised, average 2050)
Increase in annual Power sector investment costs in Europe under different technology scenarios
Power sector options are examined in 3 alternate technology scenarios for Europe: Optimistic
Renewable Energy, Pessimistic Renewable Energy and Optimistic Nuclear
Results: Total energy system costs
(relative to total energy system cost in 2020 of CPI scenario)
Increase in total energy system costs in Europe under different technology scenarios
System costs are examined in 3 alternate technology scenarios for Europe: Optimistic Renewable
Energy, Pessimistic Renewable Energy and Optimistic Nuclear.
Primary energy (2050)
(GIC as reported by Eurostat – non energy use – fuel consumption by aviation – Maritime bunker)
Alternate scenarios for very low-carbon energy system in Belgium
Energy systems modelling for UK policy
History and evolution of ETSAP tools usage in the UK
ETSAP tools are playing an important role in the policy process of several countries.
Energy flows in Portugal in 2050 – Low C Road Map (2012)
A low carbon road map for Portugal
Electricity production by source (PJ)
Electricity production in South American countries

More Related Content

What's hot

Wind Solar Hybrid Power Project Investigation For Theme Parks A Case Study
Wind Solar Hybrid Power Project Investigation For Theme Parks   A Case StudyWind Solar Hybrid Power Project Investigation For Theme Parks   A Case Study
Wind Solar Hybrid Power Project Investigation For Theme Parks A Case Study
chittaranjang
 

What's hot (20)

Bi-directional linkage of TIMES-Norway and a power system model
Bi-directional linkage of TIMES-Norway and a power system modelBi-directional linkage of TIMES-Norway and a power system model
Bi-directional linkage of TIMES-Norway and a power system model
 
sEEnergies – modelling approach linking different efficiency potentials
sEEnergies – modelling approach linking different efficiency potentials sEEnergies – modelling approach linking different efficiency potentials
sEEnergies – modelling approach linking different efficiency potentials
 
Grid Features in the TIMES-based Japan Model
Grid Features in the TIMES-based Japan ModelGrid Features in the TIMES-based Japan Model
Grid Features in the TIMES-based Japan Model
 
Supporting the Energy Union with data & knowledge
Supporting the Energy Union with data & knowledgeSupporting the Energy Union with data & knowledge
Supporting the Energy Union with data & knowledge
 
Update on Australian TIMES Model Development
Update on Australian TIMES Model DevelopmentUpdate on Australian TIMES Model Development
Update on Australian TIMES Model Development
 
Mitigation strategies for transitioning towards ‘net-zero’ energy systems in ...
Mitigation strategies for transitioning towards ‘net-zero’ energy systems in ...Mitigation strategies for transitioning towards ‘net-zero’ energy systems in ...
Mitigation strategies for transitioning towards ‘net-zero’ energy systems in ...
 
Harry Lehmann a Coenercat, sessió de Barcelona (25.11.2013)
Harry Lehmann a Coenercat, sessió de Barcelona (25.11.2013)Harry Lehmann a Coenercat, sessió de Barcelona (25.11.2013)
Harry Lehmann a Coenercat, sessió de Barcelona (25.11.2013)
 
Linkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network OptimizationLinkage of TIMES with Power Dispatch Models and Network Optimization
Linkage of TIMES with Power Dispatch Models and Network Optimization
 
Two difficulties
Two difficultiesTwo difficulties
Two difficulties
 
British Experience in Renewable Energy
British Experience in Renewable EnergyBritish Experience in Renewable Energy
British Experience in Renewable Energy
 
Wind Solar Hybrid Power Project Investigation For Theme Parks A Case Study
Wind Solar Hybrid Power Project Investigation For Theme Parks   A Case StudyWind Solar Hybrid Power Project Investigation For Theme Parks   A Case Study
Wind Solar Hybrid Power Project Investigation For Theme Parks A Case Study
 
The role of transportation electrification in the energy transition of urban ...
The role of transportation electrification in the energy transition of urban ...The role of transportation electrification in the energy transition of urban ...
The role of transportation electrification in the energy transition of urban ...
 
Energy Optimization
Energy OptimizationEnergy Optimization
Energy Optimization
 
Smart Energy Systems and Electrolysers in Renewable Energy Systems
Smart Energy Systems and Electrolysers in Renewable Energy SystemsSmart Energy Systems and Electrolysers in Renewable Energy Systems
Smart Energy Systems and Electrolysers in Renewable Energy Systems
 
Extracting Insights from Many Scenarios: Examples from FACETS
Extracting Insights from Many Scenarios: Examples from FACETSExtracting Insights from Many Scenarios: Examples from FACETS
Extracting Insights from Many Scenarios: Examples from FACETS
 
Hybrid System for Electricity
Hybrid System for ElectricityHybrid System for Electricity
Hybrid System for Electricity
 
Working with TIMES and Monte Carlo in a Policy Setting
Working with TIMES and Monte Carlo in a Policy SettingWorking with TIMES and Monte Carlo in a Policy Setting
Working with TIMES and Monte Carlo in a Policy Setting
 
CHPM2030 pitch at SPIRE conference
CHPM2030 pitch at SPIRE conferenceCHPM2030 pitch at SPIRE conference
CHPM2030 pitch at SPIRE conference
 
Long-term energy system modelling with improved resolution to address short-t...
Long-term energy system modelling with improved resolution to address short-t...Long-term energy system modelling with improved resolution to address short-t...
Long-term energy system modelling with improved resolution to address short-t...
 
Energy-Water-Land Nexus in Germany: A case study
Energy-Water-Land Nexus in Germany: A case studyEnergy-Water-Land Nexus in Germany: A case study
Energy-Water-Land Nexus in Germany: A case study
 

Viewers also liked

Microprosesadores
MicroprosesadoresMicroprosesadores
Microprosesadores
javier0123
 
Microprosesadores
MicroprosesadoresMicroprosesadores
Microprosesadores
javier0123
 
May 2011 monthly nesa news slide
May 2011 monthly nesa news slideMay 2011 monthly nesa news slide
May 2011 monthly nesa news slide
NESACenter
 
Final presentation
Final presentationFinal presentation
Final presentation
brehonjo
 

Viewers also liked (19)

Jesus my friend
Jesus my friendJesus my friend
Jesus my friend
 
Nichi Vendola's leadership
Nichi Vendola's leadershipNichi Vendola's leadership
Nichi Vendola's leadership
 
Magpasalamat
MagpasalamatMagpasalamat
Magpasalamat
 
Microprosesadores
MicroprosesadoresMicroprosesadores
Microprosesadores
 
Microprosesadores
MicroprosesadoresMicroprosesadores
Microprosesadores
 
Presentation linkedin
Presentation linkedinPresentation linkedin
Presentation linkedin
 
Humayo’t ihayag
Humayo’t ihayagHumayo’t ihayag
Humayo’t ihayag
 
In him alone
In him aloneIn him alone
In him alone
 
tneb
tnebtneb
tneb
 
Cuadernillo nociones basicas_administracion_y_contabilidad
Cuadernillo nociones basicas_administracion_y_contabilidadCuadernillo nociones basicas_administracion_y_contabilidad
Cuadernillo nociones basicas_administracion_y_contabilidad
 
Anima christi
Anima christiAnima christi
Anima christi
 
Glory and praise
Glory  and  praiseGlory  and  praise
Glory and praise
 
May 2011 monthly nesa news slide
May 2011 monthly nesa news slideMay 2011 monthly nesa news slide
May 2011 monthly nesa news slide
 
Malahide Allotments
Malahide AllotmentsMalahide Allotments
Malahide Allotments
 
Narito ako
Narito akoNarito ako
Narito ako
 
Scpse presentation10.10 font story vision
Scpse presentation10.10 font story visionScpse presentation10.10 font story vision
Scpse presentation10.10 font story vision
 
Final presentation
Final presentationFinal presentation
Final presentation
 
"Man in the Mirror" Visual Poetry Presentation
"Man in the Mirror" Visual Poetry Presentation"Man in the Mirror" Visual Poetry Presentation
"Man in the Mirror" Visual Poetry Presentation
 
Athletes and social media
Athletes and social mediaAthletes and social media
Athletes and social media
 

Similar to Slides for etsap web

Cullen reducing energy demand EST 2011
Cullen reducing energy demand EST 2011Cullen reducing energy demand EST 2011
Cullen reducing energy demand EST 2011
morosini1952
 

Similar to Slides for etsap web (20)

Projected Costs of Generating Electricity 2015 Edition
Projected Costs of Generating Electricity 2015 EditionProjected Costs of Generating Electricity 2015 Edition
Projected Costs of Generating Electricity 2015 Edition
 
C33008012
C33008012C33008012
C33008012
 
USEPA9rT whole energy system decarbonization scenario analysis in the Energy ...
USEPA9rT whole energy system decarbonization scenario analysis in the Energy ...USEPA9rT whole energy system decarbonization scenario analysis in the Energy ...
USEPA9rT whole energy system decarbonization scenario analysis in the Energy ...
 
Webinar - The US energy savings potential and who pays for it
Webinar - The US energy savings potential and who pays for itWebinar - The US energy savings potential and who pays for it
Webinar - The US energy savings potential and who pays for it
 
Flexibility with renewable(low-carbon) hydrogen
Flexibility with renewable(low-carbon) hydrogenFlexibility with renewable(low-carbon) hydrogen
Flexibility with renewable(low-carbon) hydrogen
 
Global electricity network – Feasibility study
Global electricity network – Feasibility studyGlobal electricity network – Feasibility study
Global electricity network – Feasibility study
 
Electric motor systems - DecarbEurope
Electric motor systems - DecarbEuropeElectric motor systems - DecarbEurope
Electric motor systems - DecarbEurope
 
IRJET- Optimization of Hybrid Energy Mix for Rural Electrification in Nigeria
IRJET- Optimization of Hybrid Energy Mix for Rural Electrification in NigeriaIRJET- Optimization of Hybrid Energy Mix for Rural Electrification in Nigeria
IRJET- Optimization of Hybrid Energy Mix for Rural Electrification in Nigeria
 
Electricity storage and renewables: Global cost trends and prospects
Electricity storage and renewables: Global cost trends and prospectsElectricity storage and renewables: Global cost trends and prospects
Electricity storage and renewables: Global cost trends and prospects
 
1 s2.0-s0360319919321275-main
1 s2.0-s0360319919321275-main1 s2.0-s0360319919321275-main
1 s2.0-s0360319919321275-main
 
Uk energy scenarios 2006
Uk energy scenarios 2006Uk energy scenarios 2006
Uk energy scenarios 2006
 
Leveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in EuropeLeveling the playing field - the economics of electricity generation in Europe
Leveling the playing field - the economics of electricity generation in Europe
 
Tesla Master Plan Part-3
Tesla Master Plan Part-3 Tesla Master Plan Part-3
Tesla Master Plan Part-3
 
Tesla Master Plan Part 3
Tesla Master Plan Part 3Tesla Master Plan Part 3
Tesla Master Plan Part 3
 
Tesla Master Plan Part 3
Tesla Master Plan Part 3Tesla Master Plan Part 3
Tesla Master Plan Part 3
 
Cullen reducing energy demand EST 2011
Cullen reducing energy demand EST 2011Cullen reducing energy demand EST 2011
Cullen reducing energy demand EST 2011
 
Climate change mitigation in Latin America: requirements for the energy secto...
Climate change mitigation in Latin America: requirements for the energy secto...Climate change mitigation in Latin America: requirements for the energy secto...
Climate change mitigation in Latin America: requirements for the energy secto...
 
A Distinctive Analysis between Distributed and Centralized Power Generation
A Distinctive Analysis between Distributed and Centralized Power GenerationA Distinctive Analysis between Distributed and Centralized Power Generation
A Distinctive Analysis between Distributed and Centralized Power Generation
 
Electricity and Climate Change
Electricity and Climate ChangeElectricity and Climate Change
Electricity and Climate Change
 
Optimal Operation of Wind-thermal generation using differential evolution
Optimal Operation of Wind-thermal generation using differential evolutionOptimal Operation of Wind-thermal generation using differential evolution
Optimal Operation of Wind-thermal generation using differential evolution
 

Recently uploaded

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
giselly40
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
Enterprise Knowledge
 

Recently uploaded (20)

2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 

Slides for etsap web

  • 1. Storage charge, discharge, and net production over three day-night cycles with intermittent wind and solar Analysis of intermittency and storage: Aizuwakamatsu, Japan Net productionDischarge Charge
  • 2. Using many runs to parametrically explore uncertainty space On shore Wind OffshoreWind No Grid Expansion Grid Expansion The example shows 100 runs exploring capacity build patterns under scenarios varying carbon price, technology availability and cost, and transmission grid expansion in a Japan multi-region TIMES model.
  • 3. Level of process detail is analysis-driven In the US multi-region model FACETS, individual industrial boilers and electricity generating units (EGU) were represented, each with their own technology retrofit options for NOx emissions reduction.
  • 4. Combining policy-relevant scenario dimensions This online portal from the IMRT India TIMES model summarizes results from 288 runs combining variations on seven variables: air pollutant emissions limits, coal mining capacity, coal and gas prices, solar investment costs, and policies prescribing minimum investments in renewable and nuclear generation and maximum shares of electricity from imported fuels.
  • 5. Modeling variations on complex policies The US model FACETS was used to analyze many variations of the upcoming US EPA regulation on carbon emissions from existing power plants (Section 111d of the Clean Air Act), permuting alternate policy designs along with gas and technology prices.
  • 6. Carbon capture and storage on the Iberian peninsula In the Pan-European TIMES model, development of infrastructure to transport captured carbon to underground storage sites was analyzed.
  • 7. Relative Roles of Efficiency vs. Cl vs. Demand Reduction Role of Energy Efficiency, Carbon Intensity and Demand Reduction in California under severe mitigation scenarios Demand reduction has the most significant contribution in the short-term and carbon intensity reduction is the dominant contributor in the long-term. Efficiency improvement is more important in the Residential sector compared to Commercial.
  • 8. Detailed electricity capacity demand and supply for India in 2030
  • 9. Power production investment cost (relative to CPI scenario, annualised, average 2050) Increase in annual Power sector investment costs in Europe under different technology scenarios Power sector options are examined in 3 alternate technology scenarios for Europe: Optimistic Renewable Energy, Pessimistic Renewable Energy and Optimistic Nuclear
  • 10. Results: Total energy system costs (relative to total energy system cost in 2020 of CPI scenario) Increase in total energy system costs in Europe under different technology scenarios System costs are examined in 3 alternate technology scenarios for Europe: Optimistic Renewable Energy, Pessimistic Renewable Energy and Optimistic Nuclear.
  • 11. Primary energy (2050) (GIC as reported by Eurostat – non energy use – fuel consumption by aviation – Maritime bunker) Alternate scenarios for very low-carbon energy system in Belgium
  • 12. Energy systems modelling for UK policy History and evolution of ETSAP tools usage in the UK ETSAP tools are playing an important role in the policy process of several countries.
  • 13. Energy flows in Portugal in 2050 – Low C Road Map (2012) A low carbon road map for Portugal
  • 14. Electricity production by source (PJ) Electricity production in South American countries

Editor's Notes

  1. The TIMES methodology is very strong on modeling energy storage technologies, allowing charge and discharge over seasonal, weekly, and time of day. In this analysis in the Fukushima region of Japan, Monte Carlo analysis over 8,760 hourly probability distributions for wind and solar availability factors developed from historical data was used to assess storage and backup needs in order to power Aizuwakamatsu city entirely with renewable generation. The model built and operated wind, solar, storage, and gas backup facilities to meet demand at least cost. The effects of changing wind and solar variability were then tested. Storage and backup capacity needs were fairly consistent up to the actual historical variability. Further increasing variability led to decreased wind and increased solar capacity, increasing the need for backup capacity and daily storage, while decreasing the needed seasonal storage.
  2. The example shows 100 runs exploring capacity build patterns under scenarios varying carbon price, technology availability and cost, and transmission grid expansion in a Japan multi-region TIMES model. Shown here: scenario results for capacity of onshore and offshore wind in 2050. (Each circle depicts one scenario’s results.) Permitting or disallowing grid expansion leads to a bifurcation in results for onshore and offshore wind builds. Without grid investment (dark blue circles), onshore wind development is limited, and offshore wind is further developed. With grid expansion (light green circles), onshore wind can be further developed.
  3. In the US multi-region model FACETS, individual industrial boilers and electricity generating units (EGU) were represented, each with their own technology retrofit options for NOx emissions reduction. The map shows emissions at each site. This level of detail can be turned on and off as analysis needs dictate.
  4. This online portal from the IMRT India TIMES model summarizes results from 288 runs combining variations on seven variables: air pollutant emissions limits, coal mining capacity, coal and gas prices, solar investment costs, and policies prescribing minimum investments in renewable and nuclear generation and maximum shares of electricity from imported fuels. The portal provides a user-friendly way to explore the impacts these variables have on power sector configuration and emissions. Portal is available here: http://vedaviz.com/Portal/Playground.aspx?p=IMRT23Dec14&g=a24c44
  5. The US model FACETS was used to analyze many variations of the upcoming US EPA regulation on carbon emissions from existing power plants (Section 111d of the Clean Air Act), permuting alternate policy designs along with gas and technology prices. The TIMES user constraint facility allows this complex policy to be modeled in detail. The graphs show the differences between runs in which interstate trade in compliance credits was and was not allowed. We see increased coal use and less gas and wind when interstate 111d credit trading is allowed. This difference is heighten when new gas combined cycle units are included in the compliance budget (CY scenarios on the right side). More details on this analysis are available at http://facets-model.com/111d.
  6. In the Pan-European TIMES model, development of infrastructure to transport captured carbon to underground storage sites was analyzed. Over 100 locations were identified in the three countries where CO2 could be captured economically. Several potential onshore and offshore storage sites were also input to the model. The map shows CO2 flows between emission clusters and storage sites. Free network formation is compared with a case where it mirrors the existing gas network in the Iberian peninsula.