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Development of transport scenarios for Denmark An iterative and participatory perspective Zurich – 72th Semi-annual ETSAP meeting 12th December, 2017 Giada Venturini PhD Student Energy System Analysis Technical University of Denmark [email protected]
DTU Management Engineering, Technical University of Denmark
Background Mutual validation of two perspectives Enlarge model structure to integrate new parameters Difficulty in attributing quantitative estimates to uncertain drivers Implicit information in qualitative scenario discourse Scope and capabilities of modelling tools
Qualitative scenarios
Explore and capture causal relations and interdependencies
Quantitative scenarios Model the
deterministic structure of the system
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DTU Management Engineering, Technical University of Denmark
Case study Case: Transport scenarios for Denmark - Analysing 100% RE pathways Research questions Methodology o How can we bridge qualitative and quantitative tools for the creation of
scenarios in TIMES-DK? o What do we gain from this dialogue? How can it be improved? Transport and energy system o What are robust and sustainable pathways for the future energy and
transport system in Denmark? o Which policy measures can support the recommended pathways?
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DTU Management Engineering, Technical University of Denmark
Framework for scenario development
Workshop
Translation Quantification
TIMES-DK
Workshop
Workshop
Workshop Workshop
1 2
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DTU Management Engineering, Technical University of Denmark
Energy system model TIMES-DK Primary Energy Supply
Import/Export/Mining
OilCoalGas
GasolineDiesel
Biofuels
Energy cropsManureStrawWaste
Wood chipsWood pellets
Electricity
Conversion Technologies
Crude oil refineries
Combined heat and power plants
Biorefineries & biogas plants
Electricboilers and heat pumps
End-use sectors
Residential
Industry
Transport
Fossil Biomass ElectricityBlended
fuels
Blending Technologies
ElectricityBiofuelsFossil fuels Heat
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DTU Management Engineering, Technical University of Denmark
Structure of transport sector
WALK
MOPED
BIKE
METRO
CAR
BUS
MOTO
COACH
TRAIN
LIGHT TRAIN
Fuels
Fossil
Short Distance
Demands
Extra Short Distance
Long Distance
Medium
Distance
Time
...
Transport infrastructures
EXISTING INFSTR_METRO
EXISTING INFSTR_ROAD
EXISTINGINFSTR_BIKE
EXISTING INFSTR_RAIL
NEWINFSTR_BIKE
NEW INFSTR_METRO
NEW INFSTR_RAIL
NEW INFSTR_ROAD
= Fuel
Legend
TECH = Technology
= Demands
= Flow
INFRASTR = Infrastructure process
= Time
= Infrastructurecommodities
TTB
Cycling lane
Metro railw
ay
Train railway
Road
Tattini et al. (2018)
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DTU Management Engineering, Technical University of Denmark
Qualitative scenarios
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DTU Management Engineering, Technical University of Denmark
Qualitative scenarios
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DTU Management Engineering, Technical University of Denmark
TIMES-DK scenario interface
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DTU Management Engineering, Technical University of Denmark
TIMES-DK scenario interface
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DTU Management Engineering, Technical University of Denmark
TIMES-DK scenario interface
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DTU Management Engineering, Technical University of Denmark
Scenario workshops Citizens, stakeholders and researchers involved in the creation of transport-focused scenarios for Denmark
Discussion of driving forces and uncertain parameters
Design of scenarios
through TIMES-DK interface
Assessment and comparison of
scenario results
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DTU Management Engineering, Technical University of Denmark
Scenario workshops Scenario Main Assumptions
Base • No emission caps • No RE% targets after 2020 • No restrictions on power and biomass imports • Baseline taxation scheme for all sectors
Transport Measures
• Phase-out of fossil fuels in transport by 2035 (excluding maritime); other sectors by 2030/2035
• Imports of biomass not allowed from 2020 • Improved bike & public transport infrastructure • Increased car occupancy levels • Feebate scheme supporting alternative vehicles
Target Same as Base, except phase-out of fossil fuels in transport by 2035, other sectors by 2030/2035.
Allow Biofuels Same as Transport Measures, except biomass imports are allowed.
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DTU Management Engineering, Technical University of Denmark
Scenario results
0
10000
20000
30000
40000
50000
60000
70000
80000
90000
100000
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
Base Transport Measures Target Allow Biofuels
Mpa
ss-k
m
Demand by Mode - Inland Passenger
Walk
Train
Strain
Motorbike
Moped
Metro
Coach
Car
Bus
Bike
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DTU Management Engineering, Technical University of Denmark
Scenario results
0
500
1000
1500
2000
2500
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
Base Transport Measures
kveh
icle
s
Car Stock
Otto Engine Blending 1 - Existing
LPG - Existing
Gas Engine Blending 1 - Existing
Electricity BEV - Existing
Diesel Engine Blending 1 - Existing
Hybrid Electric Vehicle Gasoline 4 -New
Hybrid Electric Vehicle Gasoline 3 -New
Battery Electric Vehicle - New
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DTU Management Engineering, Technical University of Denmark
Scenario results
0
50
100
150
200
250
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
Base Target
PJ
Transport Fuel Consumption
Bio Synt Natural Gas
Natural Gas
Liquid petrol gas
Biokerosene
Kerosene
Heavy Fuel Oil
Gasoline
Bioethanol
Electricity
Diesel
Biodiesel
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DTU Management Engineering, Technical University of Denmark
Scenario results
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0
50
100
150
200
250
300
350
400
450
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
Transport Measures Allow Biofuels
PJ
Biomass use
Import - Wood pellets
Import - Wood chips
Import - Waste
Import - Sugar Beet
Import - Rapeseed
Export - Glycerol
Export - Biogas
Domestic - Straw
Domestic - Manure
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DTU Management Engineering, Technical University of Denmark
Scenario results
0
5000
10000
15000
20000
25000
30000
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
2015
2020
2025
2030
2035
2040
2045
2050
Base Transport Measures Allow Biofuels
Kt
Emissions CO2
TRACO2NN
TRACO2NI
TRACO2A
TRACO2
SUPCO2
RESCO2
INDCO2
ELCCO2W
ELCCO2
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DTU Management Engineering, Technical University of Denmark
Learning opportunities • The method provides space for:
– Discussion and debate over relevant drivers – Common evaluation of pathways – Understanding of cause-effect relationships – Validation of assumptions
• Different development trajectories and policies can be tested: importance of participation and interaction in the scenario creation
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DTU Management Engineering, Technical University of Denmark
Challenges and further work
• Simplification or modification of scenario interface: adjust tool to group needs
• Time constraints: faster result generation
• Provide further guidance on drivers’ impacts: sensitivity analyses, screening of results…
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DTU Management Engineering, Technical University of Denmark
Thank you for your attention! Comments, doubts, suggestions?
Giada Venturini PhD Student
Energy System Analysis DTU Management Engineering
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