SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Downloaden Sie, um offline zu lesen
Felix Kattelmann, Markus Blesl
Click to edit Master subtitle style
Felix Kattelmann
Markus Blesl
Analysis of different
sector coupling paths for
CO2 mitigation in the
German Transport sector
Source: Forschungszentrum Jülich/Tricklabor for the Kopernikus project “Power-to-X”
Felix Kattelmann, Markus Blesl
1. Introduction
2. TIMES Model
• General modelling approach
• Implementation of trolley trucks
• E-Mobility
• Scenario Analyses
3. Results
4. Conclusion
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 2
Outline
Felix Kattelmann, Markus Blesl
2015 2020 2030 2040 2050
overall GHG
emissions
-27.2% -40% -55% -70% -80% to -95%
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 3
Motivation
German national targets for reducing the Greenhouse Gas emissions compared to 1990 [1]
• ambitious goals for GHG emission reductions
• almost complete decarbonisation of the entire German energy system necessary
• need of renewables in heat and transport sector
• potentials of renewables mostly in electricity sector
sector coupling
Felix Kattelmann, Markus Blesl
TIMES-D model
Felix Kattelmann, Markus Blesl
• depiction of the entire German energy system
• derived from the TIMES-PanEU model
• linear optimization: total system costs minimized
• complete competition between different
technologies assumed
• GHG emissions of the system are recorded
• division into 280 time segments of 3 hours each
• model horizon: 2010-2050
• determination of the economically optimal
energy supply structure for a given target
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 5
General modelling approach
TIMES-D model
Felix Kattelmann, Markus Blesl
technology characteristics
• electrically powered trucks
• energy supply via pantograph and overhead lines
• construction of the necessary infrastructure over
motorways (as discussed) cost-intensive
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 6
Implementation of Trolley Trucks
TIMES-D model
modelling
• one of multiple technologies in transport sector
• selection of technologies in model dependent on
process-costs (amongst other things) e.g. investment or
maintenance costs
• contribution to meeting the freight traffic demand
limited to 90%
picture: dpa/picture-alliance
Felix Kattelmann, Markus Blesl
• costs for complete electrification of motorways
distributed over assumed max. number of vehicles
• problem: clear differences in the utilisation of
motorways in Germany
• overhead lines over heavily used motorways can
power more vehicles than over low-frequented ones
• new implementation
• infrastructure costs distributed unevenly over
three stages
• stage 1: 1/3 of vehicles but 1/6 of infrastructure
• potential of one stage limited to 1/3 of the max.
overall contribution from Trolley Trucks
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 7
Implementation of Trolley Trucks – more accurate modelling of infrastructure
TIMES-D model
stage 1 stage 2 stage 3
new implementation
vehicle
infra-
structure
previous
implementation
investment
cost
Trolley Trucks
1/6
2/6
3/6
Felix Kattelmann, Markus Blesl
• e-mobility: all electrically operated vehicles in transport sector (except for heavy goods traffic and trains)
• sufficient charging infrastructure has to be used to charge the batteries
• Power-to-grid possible
• one of multiple technology pathways in transport sector
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 8
Modelling of e-mobility
TIMES-D model
charging
infrastructure
battery
Power-to-grid
electric vehicle
electricity grid
electricity grid
mobility demand
Felix Kattelmann, Markus Blesl
• gradual reduction of the system‘s GHG emissions
• three scenarios with great differences in the long-
term reduction targets
• Trolley Trucks: scenario S90 with and without
disaggregated infrastructure
• analysis of the charging infrastructure‘s influence
• share of simultaneously usable infrastructure
limited to 10%, 50% and 90%
scenario 2020 2030 2050
Reduction of
overall GHG
emissions
S80 -40% -55% -80%
S90 -40% -55% -90%
S95 -40% -58% -95%
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 9
scenario analyses
TIMES-D model
Felix Kattelmann, Markus Blesl
Results
Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 11
Freight Traffic – potential of the Trolley Truck
Results
• huge discrepancy between
the scenarios:
• entire possible demand
provided by Trolley
Trucks in S95
• no usage at all in S80
• deployment of trolley
trucks highly dependent
on the selection of GHG
reduction targets
0
100,000
200,000
300,000
400,000
500,000
600,000
S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95
2035 2040 2045 2050
Freightdemandintkm
Years
Meeting the demand of freight transport
Trolley Truck
Rest
Felix Kattelmann, Markus Blesl
• share of electricity:
• 30% (disaggregated
infrastructure)
• 21% (base)
• usage of Trolley Trucks
depends strongly on the
modelling of
infrastructure
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 12
Freight Traffic – influence of disaggregated infrastructure modelling
Results
0
100
200
300
400
500
600
700
800
900
1000
base
S90
base
S90
base
S90
base
S90
base
S90
2030 2035 2040 2045 2050
FinalenegryconsumptioninPJ
Years
Final energy consumption in heavy road freight
traffic
Hydrogen
Electricity
Natural Gas
Diesel
Biofuels
Felix Kattelmann, Markus Blesl
• 13.3 GW additional load in S90
• 18 GW additional load in S95
• load directly dependent on
driving behaviour
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 13
Freight Traffic
Results
0
2
4
6
8
10
12
14
16
18
20
ElectricalloadinGW
day of the week
Overall electrical load from trolley trucks in 2050
S80
S90
S95
Monday Tuesday Wednesday Thursday Friday Saturday
Felix Kattelmann, Markus Blesl
• no difference between the
scenarios until 2035
• contribution of electric vehicles
varies between 21% (scenario
S80) and 75% (S95) in 2050
• choice of the long-term target
has a major impact on the
utilization of electric vehicles
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 14
E-Mobility
Results
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95
2025 2030 2035 2040 2045 2050
Demandofpersonaltransportinpkm
Years
Meeting the personal transport demand
Rest
Electric Vehicles
Felix Kattelmann, Markus Blesl
• higher electricity consumption in
2050 due to electrification of all
sectors
• in the S95 scenario e-mobility
accounts for 10% of the total power
consumption in 2050 (280 PJ)
• S95: 190 PJ more by e-mobility
compared to S80
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 15
E-Mobility
Results
0
500
1000
1500
2000
2500
S80 S90 S95 S80 S90 S95 S80 S90 S95
2030 2040 2050
ElectrictiyconsumptioninPJ
Years
Electricity Consumption by sector
E-Mobility
Remaining Transport
Supply
Residential
Industry
Comercial
Agriculture
Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 16
E-Mobility – electrical load caused by charging
Results
huge peaks for 50% availability
Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 17
E-Mobility – residual load and load by charging
Results
Felix Kattelmann, Markus Blesl
Conclusion
Felix Kattelmann, Markus Blesl
• contribution of the Trolley Truck heavily dependent on the choice of emission reduction targets with no
usage at all in the S80 scenario
• maximal electrical load of trolley trucks is 18 GW, likely to vary significantly between different regions
• significant influence of detailed modelling of infrastructures on the results of Trolley Truck analyses
• GHG emission reduction targets with major impact on the utilisation of e-mobility (varying between 21%
and 75%)
• the load caused by charging electric vehicles can be regulated by limiting the simultaneousness of the
charging infrastructure
• by not limiting the simultaneousness e-mobility can serve as a very useful flexibility option, causing large
additional loads of around 40 GW however
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 19
Conclusion
Felix Kattelmann, Markus Blesl
[1] BMWi, “Die Energie der Zukunft - Vierter Monitoring-Bericht zur Energiewende,” Bundesministerium für
Wirtschaft und Energie (BMWi), Tech. Rep., 2015.
[2] Bundesministerium für Wirtschaft und Energie, “Energieffizienz in Zahlen,” Tech. Rep., 2017.
[3] M. Wietschel et al., “Machbarkeitsstudie zur Ermittlung der Potentiale des Hybrid-Oberleitungs-Lkw,”
Fraunhofer ISI, Tech. Rep., 2017.
[4] B. Lenz, “Shell Lkw-Studie - Fakten, Trends und Perspektiven im Straßengüterverkehr bis 2030,” Deutsches
Zentrum für Luft- und Raumfahrt, Tech. Rep., 2010.
74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 20
References
Felix Kattelmann, Markus Blesl
e-mail
phone +49 (0) 711 685-
fax +49 (0) 711 685-
Universität Stuttgart
Thank you!
IER Institute for Energy Economics
and Rational Energy Use
Felix Kattelmann
87845
87873
Institute for Energy Economics and Rational Energy Use
felix.kattelmann@ier.uni-stuttgart.de
Heßbrühlstr. 49a
70565 Stuttgart
Germany
This work is part of the ENavi project, financed by
the Federal Ministry of Education and Research of
Germany.

Weitere ähnliche Inhalte

Was ist angesagt?

Was ist angesagt? (20)

Should the focus be on broader policy goals or on specific technology targets?
Should the focus be on broader policy goals or on specific technology targets?Should the focus be on broader policy goals or on specific technology targets?
Should the focus be on broader policy goals or on specific technology targets?
 
The Influence of Continued RES Cost Reductions - an Analysis with the Mid-Eur...
The Influence of Continued RES Cost Reductions - an Analysis with the Mid-Eur...The Influence of Continued RES Cost Reductions - an Analysis with the Mid-Eur...
The Influence of Continued RES Cost Reductions - an Analysis with the Mid-Eur...
 
Drivers for H2 deployment in medium and short-term in the Portuguese energy s...
Drivers for H2 deployment in medium and short-term in the Portuguese energy s...Drivers for H2 deployment in medium and short-term in the Portuguese energy s...
Drivers for H2 deployment in medium and short-term in the Portuguese energy s...
 
JRC-EU-TIMES updates and outlook
JRC-EU-TIMES updates and outlookJRC-EU-TIMES updates and outlook
JRC-EU-TIMES updates and outlook
 
Session 27 Bo Östlund
Session 27 Bo ÖstlundSession 27 Bo Östlund
Session 27 Bo Östlund
 
MoCho-TIMES -Modal choice within bottom-up optimization energy system models
MoCho-TIMES -Modal choice within bottom-up optimization energy system modelsMoCho-TIMES -Modal choice within bottom-up optimization energy system models
MoCho-TIMES -Modal choice within bottom-up optimization energy system models
 
Enhancing the TIMES New User Experience - Second Step, a VEDA TIMES-Starter M...
Enhancing the TIMES New User Experience - Second Step, a VEDA TIMES-Starter M...Enhancing the TIMES New User Experience - Second Step, a VEDA TIMES-Starter M...
Enhancing the TIMES New User Experience - Second Step, a VEDA TIMES-Starter M...
 
Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...
Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...
Decarbonise and Electrify – Is it Enough to Meet Emission Targets a Case Stud...
 
Update on Australian TIMES Model Development
Update on Australian TIMES Model DevelopmentUpdate on Australian TIMES Model Development
Update on Australian TIMES Model Development
 
Climate policy Engagement in Brazil: how delayed action might lead to CCS as ...
Climate policy Engagement in Brazil: how delayed action might lead to CCS as ...Climate policy Engagement in Brazil: how delayed action might lead to CCS as ...
Climate policy Engagement in Brazil: how delayed action might lead to CCS as ...
 
Status ETSAP_TIAM Git project and starting up ETSAP-TIAM update
Status ETSAP_TIAM Git project and starting up ETSAP-TIAM updateStatus ETSAP_TIAM Git project and starting up ETSAP-TIAM update
Status ETSAP_TIAM Git project and starting up ETSAP-TIAM update
 
Trimble Advanced Route Optimization Technology - QUANTM
Trimble Advanced Route Optimization  Technology - QUANTM Trimble Advanced Route Optimization  Technology - QUANTM
Trimble Advanced Route Optimization Technology - QUANTM
 
Energy auditing and energy efficiency indicators
Energy auditing and energy efficiency indicatorsEnergy auditing and energy efficiency indicators
Energy auditing and energy efficiency indicators
 
Analysis of the relative roles of supply-side and demand-side measures in tac...
Analysis of the relative roles of supply-side and demand-side measures in tac...Analysis of the relative roles of supply-side and demand-side measures in tac...
Analysis of the relative roles of supply-side and demand-side measures in tac...
 
Pioneer Innovation Showcase - EY
Pioneer Innovation Showcase - EYPioneer Innovation Showcase - EY
Pioneer Innovation Showcase - EY
 
Energy systems modelling and CCS: Insights from the COMET project
Energy systems modelling and CCS: Insights from the COMET projectEnergy systems modelling and CCS: Insights from the COMET project
Energy systems modelling and CCS: Insights from the COMET project
 
JOSPEL - Low energy passenger comfort systems based on the joule and peltier ...
JOSPEL - Low energy passenger comfort systems based on the joule and peltier ...JOSPEL - Low energy passenger comfort systems based on the joule and peltier ...
JOSPEL - Low energy passenger comfort systems based on the joule and peltier ...
 
Modeling long term interactions between energy vectors: a case study for gas ...
Modeling long term interactions between energy vectors: a case study for gas ...Modeling long term interactions between energy vectors: a case study for gas ...
Modeling long term interactions between energy vectors: a case study for gas ...
 
Status of US CCS projects and data available
Status of US CCS projects and data availableStatus of US CCS projects and data available
Status of US CCS projects and data available
 
The Danish Energy Technology Data Catalogue
The Danish Energy Technology Data CatalogueThe Danish Energy Technology Data Catalogue
The Danish Energy Technology Data Catalogue
 

Ähnlich wie Analysis of different sector coupling paths for CO2 mitigation in the German transport sector

Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...
DecarboN8
 
Customer Spotlight - StreetScooter
Customer Spotlight - StreetScooterCustomer Spotlight - StreetScooter
Customer Spotlight - StreetScooter
Christa Prokos
 
Analysis of the potential for electric buses
Analysis of the potential for electric busesAnalysis of the potential for electric buses
Analysis of the potential for electric buses
Leonardo ENERGY
 

Ähnlich wie Analysis of different sector coupling paths for CO2 mitigation in the German transport sector (20)

Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...Exploring the economic and societal impacts of enabling the rollout of electr...
Exploring the economic and societal impacts of enabling the rollout of electr...
 
Consumer behaviour for electromobility and charging strategies in TIMES Local...
Consumer behaviour for electromobility and charging strategies in TIMES Local...Consumer behaviour for electromobility and charging strategies in TIMES Local...
Consumer behaviour for electromobility and charging strategies in TIMES Local...
 
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
 
The New Modelling-Policy Interface: Developing a Fully Open Source UK TIMES M...
The New Modelling-Policy Interface: Developing a Fully Open Source UK TIMES M...The New Modelling-Policy Interface: Developing a Fully Open Source UK TIMES M...
The New Modelling-Policy Interface: Developing a Fully Open Source UK TIMES M...
 
Lösungen für die Klimawende // Climate Change and TransportThe potential role...
Lösungen für die Klimawende // Climate Change and TransportThe potential role...Lösungen für die Klimawende // Climate Change and TransportThe potential role...
Lösungen für die Klimawende // Climate Change and TransportThe potential role...
 
Capacity Building on Modeling the Ethiopian Energy System: Final Workshop
Capacity Building on Modeling the Ethiopian Energy System: Final WorkshopCapacity Building on Modeling the Ethiopian Energy System: Final Workshop
Capacity Building on Modeling the Ethiopian Energy System: Final Workshop
 
Law and economics of energy efficiency
Law and economics of energy efficiencyLaw and economics of energy efficiency
Law and economics of energy efficiency
 
Customer Spotlight - StreetScooter
Customer Spotlight - StreetScooterCustomer Spotlight - StreetScooter
Customer Spotlight - StreetScooter
 
Energy Research Program of the German Government
Energy Research Program of the German GovernmentEnergy Research Program of the German Government
Energy Research Program of the German Government
 
Analysis of the potential for electric buses
Analysis of the potential for electric busesAnalysis of the potential for electric buses
Analysis of the potential for electric buses
 
Innovation needs for the integration of electric vehicles into the energy system
Innovation needs for the integration of electric vehicles into the energy systemInnovation needs for the integration of electric vehicles into the energy system
Innovation needs for the integration of electric vehicles into the energy system
 
Transitioning to zero-emission heavy-duty freight vehicles
Transitioning to zero-emission heavy-duty freight vehiclesTransitioning to zero-emission heavy-duty freight vehicles
Transitioning to zero-emission heavy-duty freight vehicles
 
Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...Next generation electric drivetrains for fully electric vehicles, focusing on...
Next generation electric drivetrains for fully electric vehicles, focusing on...
 
Battery Circular Economy approaches for redesign, reuse and regulation
Battery Circular Economy approaches for redesign, reuse and regulationBattery Circular Economy approaches for redesign, reuse and regulation
Battery Circular Economy approaches for redesign, reuse and regulation
 
Rail freight business case and economic research
Rail freight business case and economic researchRail freight business case and economic research
Rail freight business case and economic research
 
Overview of the FlexPlan project. Focus on EU regulatory analysis and TSO-DSO...
Overview of the FlexPlan project. Focus on EU regulatory analysis and TSO-DSO...Overview of the FlexPlan project. Focus on EU regulatory analysis and TSO-DSO...
Overview of the FlexPlan project. Focus on EU regulatory analysis and TSO-DSO...
 
Incorporating uncertainties in the transition towards a clean European energy...
Incorporating uncertainties in the transition towards a clean European energy...Incorporating uncertainties in the transition towards a clean European energy...
Incorporating uncertainties in the transition towards a clean European energy...
 
Improvements to the representation of technology’s retirement profile –The ca...
Improvements to the representation of technology’s retirement profile –The ca...Improvements to the representation of technology’s retirement profile –The ca...
Improvements to the representation of technology’s retirement profile –The ca...
 
Modelling transport modal shift in TIMES models through elasticities of subst...
Modelling transport modal shift in TIMES models through elasticities of subst...Modelling transport modal shift in TIMES models through elasticities of subst...
Modelling transport modal shift in TIMES models through elasticities of subst...
 
Regulatory Innovation Zones for Smart Energy Networks
Regulatory Innovation Zones for Smart Energy NetworksRegulatory Innovation Zones for Smart Energy Networks
Regulatory Innovation Zones for Smart Energy Networks
 

Mehr von IEA-ETSAP

Mehr von IEA-ETSAP (20)

Variable Renewable Energy in China's Transition
Variable Renewable Energy in China's TransitionVariable Renewable Energy in China's Transition
Variable Renewable Energy in China's Transition
 
The Nordics as a hub for green electricity and fuels
The Nordics as a hub for green electricity and fuelsThe Nordics as a hub for green electricity and fuels
The Nordics as a hub for green electricity and fuels
 
The role of Norwegian offshore wind in the energy system transition
The role of Norwegian offshore wind in the energy system transitionThe role of Norwegian offshore wind in the energy system transition
The role of Norwegian offshore wind in the energy system transition
 
Detail representation of molecule flows and chemical sector in TIMES-BE: prog...
Detail representation of molecule flows and chemical sector in TIMES-BE: prog...Detail representation of molecule flows and chemical sector in TIMES-BE: prog...
Detail representation of molecule flows and chemical sector in TIMES-BE: prog...
 
Green hydrogen trade from North Africa to Europe: optional long-term scenario...
Green hydrogen trade from North Africa to Europe: optional long-term scenario...Green hydrogen trade from North Africa to Europe: optional long-term scenario...
Green hydrogen trade from North Africa to Europe: optional long-term scenario...
 
Optimal development of the Canadian forest sector for both climate change mit...
Optimal development of the Canadian forest sector for both climate change mit...Optimal development of the Canadian forest sector for both climate change mit...
Optimal development of the Canadian forest sector for both climate change mit...
 
Presentation on IEA Net Zero Pathways/Roadmap
Presentation on IEA Net Zero Pathways/RoadmapPresentation on IEA Net Zero Pathways/Roadmap
Presentation on IEA Net Zero Pathways/Roadmap
 
Flexibility with renewable(low-carbon) hydrogen
Flexibility with renewable(low-carbon) hydrogenFlexibility with renewable(low-carbon) hydrogen
Flexibility with renewable(low-carbon) hydrogen
 
Bioenergy in energy system models with flexibility
Bioenergy in energy system models with flexibilityBioenergy in energy system models with flexibility
Bioenergy in energy system models with flexibility
 
Reframing flexibility beyond power - IEA Bioenergy TCP
Reframing flexibility beyond power - IEA Bioenergy TCPReframing flexibility beyond power - IEA Bioenergy TCP
Reframing flexibility beyond power - IEA Bioenergy TCP
 
Decarbonization of heating in the buildings sector: efficiency first vs low-c...
Decarbonization of heating in the buildings sector: efficiency first vs low-c...Decarbonization of heating in the buildings sector: efficiency first vs low-c...
Decarbonization of heating in the buildings sector: efficiency first vs low-c...
 
The Regionalization Tool: spatial representation of TIMES-BE output data in i...
The Regionalization Tool: spatial representation of TIMES-BE output data in i...The Regionalization Tool: spatial representation of TIMES-BE output data in i...
The Regionalization Tool: spatial representation of TIMES-BE output data in i...
 
Synthetic methane production prospective modelling up to 2050 in the European...
Synthetic methane production prospective modelling up to 2050 in the European...Synthetic methane production prospective modelling up to 2050 in the European...
Synthetic methane production prospective modelling up to 2050 in the European...
 
Energy Transition in global Aviation - ETSAP Workshop Turin
Energy Transition in global Aviation - ETSAP Workshop TurinEnergy Transition in global Aviation - ETSAP Workshop Turin
Energy Transition in global Aviation - ETSAP Workshop Turin
 
Integrated Energy and Climate plans: approaches, practices and experiences
Integrated Energy and Climate plans: approaches, practices and experiencesIntegrated Energy and Climate plans: approaches, practices and experiences
Integrated Energy and Climate plans: approaches, practices and experiences
 
Updates on Veda provided by Amit Kanudia from KanORS-EMR
Updates on Veda provided by Amit Kanudia from KanORS-EMRUpdates on Veda provided by Amit Kanudia from KanORS-EMR
Updates on Veda provided by Amit Kanudia from KanORS-EMR
 
Energy system modeling activities in the MAHTEP Group
Energy system modeling activities in the MAHTEP GroupEnergy system modeling activities in the MAHTEP Group
Energy system modeling activities in the MAHTEP Group
 
Applying science fiction to approach the future
Applying science fiction to approach the futureApplying science fiction to approach the future
Applying science fiction to approach the future
 
Will it leak?: Discussions of leakage risk from subsurface storage of carbon ...
Will it leak?: Discussions of leakage risk from subsurface storage of carbon ...Will it leak?: Discussions of leakage risk from subsurface storage of carbon ...
Will it leak?: Discussions of leakage risk from subsurface storage of carbon ...
 
Long-Term Decarbonization Pathways In Emerging Economies: Insights From 12 Mo...
Long-Term Decarbonization Pathways In Emerging Economies: Insights From 12 Mo...Long-Term Decarbonization Pathways In Emerging Economies: Insights From 12 Mo...
Long-Term Decarbonization Pathways In Emerging Economies: Insights From 12 Mo...
 

Kürzlich hochgeladen

💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
nirzagarg
 
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
 
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Anamikakaur10
 

Kürzlich hochgeladen (20)

Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 8005736733 Cal...
 
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
💚😋 Mathura Escort Service Call Girls, 9352852248 ₹5000 To 25K With AC💚😋
 
VIP Model Call Girls Wagholi ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Wagholi ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Wagholi ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Wagholi ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
Alandi Road ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready ...
Alandi Road ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready ...Alandi Road ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready ...
Alandi Road ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready ...
 
VIP Model Call Girls Charholi Budruk ( Pune ) Call ON 8005736733 Starting Fro...
VIP Model Call Girls Charholi Budruk ( Pune ) Call ON 8005736733 Starting Fro...VIP Model Call Girls Charholi Budruk ( Pune ) Call ON 8005736733 Starting Fro...
VIP Model Call Girls Charholi Budruk ( Pune ) Call ON 8005736733 Starting Fro...
 
Presentation: Farmer-led climate adaptation - Project launch and overview by ...
Presentation: Farmer-led climate adaptation - Project launch and overview by ...Presentation: Farmer-led climate adaptation - Project launch and overview by ...
Presentation: Farmer-led climate adaptation - Project launch and overview by ...
 
CSR_Tested activities in the classroom -EN
CSR_Tested activities in the classroom -ENCSR_Tested activities in the classroom -EN
CSR_Tested activities in the classroom -EN
 
Climate Change
Climate ChangeClimate Change
Climate Change
 
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptxHertwich_EnvironmentalImpacts_BuildingsGRO.pptx
Hertwich_EnvironmentalImpacts_BuildingsGRO.pptx
 
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
 
Kondhwa ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Kondhwa ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Kondhwa ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Kondhwa ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
 
Water Pollution
Water Pollution Water Pollution
Water Pollution
 
VVIP Pune Call Girls Moshi WhatSapp Number 8005736733 With Elite Staff And Re...
VVIP Pune Call Girls Moshi WhatSapp Number 8005736733 With Elite Staff And Re...VVIP Pune Call Girls Moshi WhatSapp Number 8005736733 With Elite Staff And Re...
VVIP Pune Call Girls Moshi WhatSapp Number 8005736733 With Elite Staff And Re...
 
Call Girls in Sakinaka Agency, { 9892124323 } Mumbai Vashi Call Girls Serivce...
Call Girls in Sakinaka Agency, { 9892124323 } Mumbai Vashi Call Girls Serivce...Call Girls in Sakinaka Agency, { 9892124323 } Mumbai Vashi Call Girls Serivce...
Call Girls in Sakinaka Agency, { 9892124323 } Mumbai Vashi Call Girls Serivce...
 
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Valsad 7001035870 Whatsapp Number, 24/07 Booking
 
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.
 
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
Call Now ☎️🔝 9332606886 🔝 Call Girls ❤ Service In Muzaffarpur Female Escorts ...
 
Green Marketing
Green MarketingGreen Marketing
Green Marketing
 
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
(Anamika) VIP Call Girls Jammu Call Now 8617697112 Jammu Escorts 24x7
 
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Talegaon Dabhade Call Me 7737669865 Budget Friendly No Advance Boo...
 

Analysis of different sector coupling paths for CO2 mitigation in the German transport sector

  • 1. Felix Kattelmann, Markus Blesl Click to edit Master subtitle style Felix Kattelmann Markus Blesl Analysis of different sector coupling paths for CO2 mitigation in the German Transport sector Source: Forschungszentrum Jülich/Tricklabor for the Kopernikus project “Power-to-X”
  • 2. Felix Kattelmann, Markus Blesl 1. Introduction 2. TIMES Model • General modelling approach • Implementation of trolley trucks • E-Mobility • Scenario Analyses 3. Results 4. Conclusion 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 2 Outline
  • 3. Felix Kattelmann, Markus Blesl 2015 2020 2030 2040 2050 overall GHG emissions -27.2% -40% -55% -70% -80% to -95% 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 3 Motivation German national targets for reducing the Greenhouse Gas emissions compared to 1990 [1] • ambitious goals for GHG emission reductions • almost complete decarbonisation of the entire German energy system necessary • need of renewables in heat and transport sector • potentials of renewables mostly in electricity sector sector coupling
  • 4. Felix Kattelmann, Markus Blesl TIMES-D model
  • 5. Felix Kattelmann, Markus Blesl • depiction of the entire German energy system • derived from the TIMES-PanEU model • linear optimization: total system costs minimized • complete competition between different technologies assumed • GHG emissions of the system are recorded • division into 280 time segments of 3 hours each • model horizon: 2010-2050 • determination of the economically optimal energy supply structure for a given target 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 5 General modelling approach TIMES-D model
  • 6. Felix Kattelmann, Markus Blesl technology characteristics • electrically powered trucks • energy supply via pantograph and overhead lines • construction of the necessary infrastructure over motorways (as discussed) cost-intensive 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 6 Implementation of Trolley Trucks TIMES-D model modelling • one of multiple technologies in transport sector • selection of technologies in model dependent on process-costs (amongst other things) e.g. investment or maintenance costs • contribution to meeting the freight traffic demand limited to 90% picture: dpa/picture-alliance
  • 7. Felix Kattelmann, Markus Blesl • costs for complete electrification of motorways distributed over assumed max. number of vehicles • problem: clear differences in the utilisation of motorways in Germany • overhead lines over heavily used motorways can power more vehicles than over low-frequented ones • new implementation • infrastructure costs distributed unevenly over three stages • stage 1: 1/3 of vehicles but 1/6 of infrastructure • potential of one stage limited to 1/3 of the max. overall contribution from Trolley Trucks 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 7 Implementation of Trolley Trucks – more accurate modelling of infrastructure TIMES-D model stage 1 stage 2 stage 3 new implementation vehicle infra- structure previous implementation investment cost Trolley Trucks 1/6 2/6 3/6
  • 8. Felix Kattelmann, Markus Blesl • e-mobility: all electrically operated vehicles in transport sector (except for heavy goods traffic and trains) • sufficient charging infrastructure has to be used to charge the batteries • Power-to-grid possible • one of multiple technology pathways in transport sector 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 8 Modelling of e-mobility TIMES-D model charging infrastructure battery Power-to-grid electric vehicle electricity grid electricity grid mobility demand
  • 9. Felix Kattelmann, Markus Blesl • gradual reduction of the system‘s GHG emissions • three scenarios with great differences in the long- term reduction targets • Trolley Trucks: scenario S90 with and without disaggregated infrastructure • analysis of the charging infrastructure‘s influence • share of simultaneously usable infrastructure limited to 10%, 50% and 90% scenario 2020 2030 2050 Reduction of overall GHG emissions S80 -40% -55% -80% S90 -40% -55% -90% S95 -40% -58% -95% 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 9 scenario analyses TIMES-D model
  • 10. Felix Kattelmann, Markus Blesl Results
  • 11. Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 11 Freight Traffic – potential of the Trolley Truck Results • huge discrepancy between the scenarios: • entire possible demand provided by Trolley Trucks in S95 • no usage at all in S80 • deployment of trolley trucks highly dependent on the selection of GHG reduction targets 0 100,000 200,000 300,000 400,000 500,000 600,000 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 2035 2040 2045 2050 Freightdemandintkm Years Meeting the demand of freight transport Trolley Truck Rest
  • 12. Felix Kattelmann, Markus Blesl • share of electricity: • 30% (disaggregated infrastructure) • 21% (base) • usage of Trolley Trucks depends strongly on the modelling of infrastructure 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 12 Freight Traffic – influence of disaggregated infrastructure modelling Results 0 100 200 300 400 500 600 700 800 900 1000 base S90 base S90 base S90 base S90 base S90 2030 2035 2040 2045 2050 FinalenegryconsumptioninPJ Years Final energy consumption in heavy road freight traffic Hydrogen Electricity Natural Gas Diesel Biofuels
  • 13. Felix Kattelmann, Markus Blesl • 13.3 GW additional load in S90 • 18 GW additional load in S95 • load directly dependent on driving behaviour 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 13 Freight Traffic Results 0 2 4 6 8 10 12 14 16 18 20 ElectricalloadinGW day of the week Overall electrical load from trolley trucks in 2050 S80 S90 S95 Monday Tuesday Wednesday Thursday Friday Saturday
  • 14. Felix Kattelmann, Markus Blesl • no difference between the scenarios until 2035 • contribution of electric vehicles varies between 21% (scenario S80) and 75% (S95) in 2050 • choice of the long-term target has a major impact on the utilization of electric vehicles 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 14 E-Mobility Results 0 100,000 200,000 300,000 400,000 500,000 600,000 700,000 800,000 900,000 1,000,000 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 S80 S90 S95 2025 2030 2035 2040 2045 2050 Demandofpersonaltransportinpkm Years Meeting the personal transport demand Rest Electric Vehicles
  • 15. Felix Kattelmann, Markus Blesl • higher electricity consumption in 2050 due to electrification of all sectors • in the S95 scenario e-mobility accounts for 10% of the total power consumption in 2050 (280 PJ) • S95: 190 PJ more by e-mobility compared to S80 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 15 E-Mobility Results 0 500 1000 1500 2000 2500 S80 S90 S95 S80 S90 S95 S80 S90 S95 2030 2040 2050 ElectrictiyconsumptioninPJ Years Electricity Consumption by sector E-Mobility Remaining Transport Supply Residential Industry Comercial Agriculture
  • 16. Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 16 E-Mobility – electrical load caused by charging Results huge peaks for 50% availability
  • 17. Felix Kattelmann, Markus Blesl 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 17 E-Mobility – residual load and load by charging Results
  • 18. Felix Kattelmann, Markus Blesl Conclusion
  • 19. Felix Kattelmann, Markus Blesl • contribution of the Trolley Truck heavily dependent on the choice of emission reduction targets with no usage at all in the S80 scenario • maximal electrical load of trolley trucks is 18 GW, likely to vary significantly between different regions • significant influence of detailed modelling of infrastructures on the results of Trolley Truck analyses • GHG emission reduction targets with major impact on the utilisation of e-mobility (varying between 21% and 75%) • the load caused by charging electric vehicles can be regulated by limiting the simultaneousness of the charging infrastructure • by not limiting the simultaneousness e-mobility can serve as a very useful flexibility option, causing large additional loads of around 40 GW however 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 19 Conclusion
  • 20. Felix Kattelmann, Markus Blesl [1] BMWi, “Die Energie der Zukunft - Vierter Monitoring-Bericht zur Energiewende,” Bundesministerium für Wirtschaft und Energie (BMWi), Tech. Rep., 2015. [2] Bundesministerium für Wirtschaft und Energie, “Energieffizienz in Zahlen,” Tech. Rep., 2017. [3] M. Wietschel et al., “Machbarkeitsstudie zur Ermittlung der Potentiale des Hybrid-Oberleitungs-Lkw,” Fraunhofer ISI, Tech. Rep., 2017. [4] B. Lenz, “Shell Lkw-Studie - Fakten, Trends und Perspektiven im Straßengüterverkehr bis 2030,” Deutsches Zentrum für Luft- und Raumfahrt, Tech. Rep., 2010. 74th ETSAP Meeting, Stuttgart 07.11.2018IER University of Stuttgart 20 References
  • 21. Felix Kattelmann, Markus Blesl e-mail phone +49 (0) 711 685- fax +49 (0) 711 685- Universität Stuttgart Thank you! IER Institute for Energy Economics and Rational Energy Use Felix Kattelmann 87845 87873 Institute for Energy Economics and Rational Energy Use felix.kattelmann@ier.uni-stuttgart.de Heßbrühlstr. 49a 70565 Stuttgart Germany This work is part of the ENavi project, financed by the Federal Ministry of Education and Research of Germany.