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Aggiornamento del modello a scala
europea TREMOVE e progetto
iTRENiTREN
Cosimo Chiffi
TRT Trasporti e Territorio Srl
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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TREMOVE update: principali obiettivi
• Aggiornamento del database di input per TREMOVE sulla base dei risultati dei progetti FLEETS, EX-TREMIS e di altri studi recenti;
• Elaborazione del nuovo scenario baseline al 2030 e interazioni con i progetti iTREN-2030 e EC4MACS
• Elaborazione di 4 analisi di sensitività
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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TREMOVE: road mode (da FLEETS)
Consistenza della flotta
- 17 sottocategorie (come in COPERT4)
- Elaborazione dell’anzianità del parco e delle percorrenze annuali (iterazioni su
G2
D2
LPG Passenger Cars PCLPG
Gasoline Light Duty
VehiclesLDG
Diesel Light Duty
VehiclesLDD
Rigid Heavy Duty
Gasoline Passenger cars
Diesel Passenger Cars
delle percorrenze annuali (iterazioni su funzione Weibull)
- Nessun cambiamento nei fattori di emissione
- Aggiornamento del modulo prezzi e tasse
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Rigid Heavy Duty
VehiclesHDVR
Articulated Heavy Duty
VehiclesHDVA
Buses Buses
Coaches Coaches
Mopeds Mopeds
2 stroke Motorcycles Mot2T
Mot
iTREN-2030: principali obiettivi
Basic objective:
• To extend the forecasting and assessment capabilities of TRANS-TOOLS to new policy issues, in particular those linking transport with the technology, environment and energy fields.
Specific objectives:
• To enable environmental assessment with TRANS-TOOLS by linking with • To enable environmental assessment with TRANS-TOOLS by linking with TREMOVE.
• To extend forecasting horizon of TRANS-TOOLS and TREMOVE until 2030.• To generate a coherent reference scenario for the iTREN-2030 model suite.• To measure indirect economic impacts of transport policies. • To consider user needs and compare with forecasts of previous studies.
• http://isi.fraunhofer.de/isi/projects/itren-2030/
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Scenario di riferimento
• Non è costruito per fornire previsioni che si avvicinanoal futuro probabile.
• Viene costruito assumendo un “congelamento dellepolitiche” al 2008 (solo le politiche già decise dalconsiglio Eua metà 2008 sono considerate).consiglio Eua metà 2008 sono considerate).
• È uno scenario basato essenzialmente sui trend armonizzati della suite iTREN-2030.
• Non viene considerata la crisi economica mondiale.
• => si tratta di uno step metodologico di iTREN per verificare assunzioni modellistiche armonizzate e consistenti.
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Scenario Integrato
• È costruito sullo scenario di riferimento• Include tutte le misure e politiche che verranno
intraprese tra il 2008/2009 e il 2025, distinte tra– Rilevanti e– Probabili– Probabili
• Tali politiche riflettono in gran parte I vincoli e le opportunità legate a tre principali temi dei prissimi due decenni:– Politiche per il Clima– Scarsità di carburanti fossili– Nuove tecnologie
• La crisi economica del 2008/2009 è inclusa.
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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iTREN-2030 model suite
Model Purpose Approach Type Space Time
TRANS-TOOLS
Detailed network basedanalysis of transport. Corridor analysis.
Stochasticequilibrium
Transportbottom-up
EU31 Static, 2005,2010, 2020, 2030
TREMOVE
Transport trend as inputand vehicle fleets, energyand emissions as output.
Optimisation Strategic,Fleet bottom-up
EU31 Dynamic, 1995 to2030
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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and emissions as output. bottom-up 2030
POLES Supply and demand ofworld energy system. Globalenergy emissions.
Simulation Strategic, Energybottom-up
Global, EU27
Dynamic, 2000 to2030
ASTRA Integrated assessment ofeconomy, trade, transport, fleets, energy andemissions.
Simulation Strategic EU27+2 Dynamic, 1990 to2030
iTREN-2030 model suitein Reference Scenario
TREMOVEEnvironmental impact model and vehicle fleet model
ASTRA POLES
TRANS-
TOOLSMulti-modal transport network model
Transport energy demand,
Vehicle fleet structure
Economic
development, fleets,
Energy
prices
Transport demand
Transport demandTransport policy
Transport infrastructure
External scenarios
Transport policy
Vehicle technology
External scenarios
� Transport
performance
� VKT
� Emissions
� Vehicle fleet
structure
Transport
demand
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Legend:
ASTRAIntegrated eco-nomy-transport-environment model
POLESWorld energy model
Energy prices,
Trade in primary
energy sources,
Investments
development, fleets, trans. energy demand
ModelModel purpose
Energy policy
Energy technology
External scenarios
Transport policyVehicle technologyTEN - Investments
External scenarios
Policy and
technology inputs� Main model
outputs
� Energy prices
� Technology
paths
� Economic
development
� Employment
� Local transport
iTREN-2030 modelsin Integrated Scenario
Reference
Transport
demandASTRA
Integrated eco-nomy-transport-environment model
TRANS-
TOOLSMulti-modal transport network model
Energy policy
Transport policy
Vehicle technology
External scenarios
TREMOVEEnvironmental impact model and vehicle fleet model
POLESWorld energy
GDP,
Transport
demandEnergy
pricesEnergy
demand
� Energy
� Emissions
� Vehicle fleet
structure
� GDP
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Legend:Model
Model purpose
Transport policyVehicle technologyTEN - Investments
Economic crisis
Policy and
technology inputs� Main model
outputs
Energy policy
Energy technology
External scenarios
World energy model
Energy prices,
Trade in primary
energy sources,
Investments� Energy prices
� Energy
� Technology
paths
� GDP
� Employment
� Transport
demand
Politiche che infuenzano le emissioni e le flotte già applicate nello scenario di riferiemnto (REF)
Sector Content Type Period Level
Emission Fuel quality directives P 1994, 1996,2000, 2005,2009
Base: CEN
Emission Eco driving by the useof GSI
TA 2008-2030 % of new sold road vehicles withGSI, % fuel consumption reduction,% of vehicle purchase costincrease
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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increase
Emission CO2 emission target forcars (voluntaryagreement EC-carmanufacturers)
P 2009 140 gr/km
Base: ACEA, JAMA-KAMA
Fleet LPG, CNG cars TA 2006-2030
Fleet Euro V for HDV P 2008 NOx, PM target
Fleet Euro V, VI for cars P 2009, 2014
Fleet Euro V, VI for LDV P 2010, 2015
Politiche che infuenzano la domanda nello Scenario Integrato (INT)
Content Type Period Level
User charging on HDT implementedas road charges on all interurbannetworks (not only motorway)
P 2020-2030 Country based values, depending onGreening transport package proposal
User charging on CAR implementedas road charges on all interurbannetworks (not only motorway)
P 2025-2030 Country based values based on truckcharges and ratio between car and truckmarginal costs
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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networks (not only motorway) marginal costs
Including ETS in air and maritimetransport
P whole POLES level
City tolls P 2025-2030 0.357€/vkm for PEAK period (PK)
Liberalisation: 3rd railway package(gradual opening up of int. railservices to competition)
P 2010-2030 -2% of rail passenger costs (source:quantification in the ASSESS)
Content Type Period Level
Binding CO2 emissiontargets for cars
P 2009-2030 2012:1352015:130 2020 to 2030:105*supplementary measures (LRRT, LVL, TPMS, MAC.) are applied so that the targets decrease furthermore by 10 gr/km to reach:2012:125
Politiche che infuenzano la flotta nello Scenario Integrato (INT)
2012:1252015:120 2020 to 2030:95
Binding CO2 emissiontargets for LDV
P 2009-2030 LDV:2012:1822015:1702020 to 2030:150
Euro VI for HDT P 2012 NOx, PM targets
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Total CO2 Emissions
Total CO2 Emission by mode - REF
600.00
800.00
1000.00
1200.00
1400.00M
tCO
2
SSS
IWW
Air
Rail Freight
Rail Pass
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Source: iTREN-2030, TREMOVE Model
0.00
200.00
400.00
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
Year
Road Freight
Road Pass
Total CO2 Emissions
Total CO2 Emission by mode - INT
600.00
800.00
1000.00
1200.00
1400.00M
tCO
2
Diff to REF
SSS
IWW
Air
Rail Freight
Rail Pass
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Source: iTREN-2030, TREMOVE Model
0.00
200.00
400.00
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
Year
Rail Pass
Road Freight
Road Pass
Total CO2 Emissions: % changes
CO2 emission changes in INT
-15.00%
-10.00%
-5.00%
0.00%
5.00%
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
% C
ha
ng
es
co
mp
are
d t
o R
EF
Road Pass
Road Freight
Rail Pass
Rail Freight
Air
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Source: iTREN-2030, TREMOVE Model
-35.00%
-30.00%
-25.00%
-20.00%
Year
% C
ha
ng
es
co
mp
are
d t
o R
EF
Air
IWW
SSS
Total
Total CO2 Emissions Road Pass
Total CO2 Emission from Road Passenger Modes - INT
600
800
1000
1200
MtC
O2
diff to REF
Motor-mopeds
Van - Diesel
Vans - Gasoline
Buses- Diesel
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Source: iTREN-2030, TREMOVE Model
0
200
400
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
Year
Buses- Diesel
Buses-CNG
Cars
Total CO2 Emissions: CarsTotal CO2 emissions cars by fuel - INT
400
500
600
700
800
900
1000m
ton
ne
s C
O2
Diff to Ref
Biodiesel
Bioethanol
Electric
H2
CNG
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Source: iTREN-2030, TREMOVE Model
0
100
200
300
400
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
year
mto
nn
es
CO
2
CNG
LPG
Diesel
Gasoline
Total CO2 Emission: Conventional CarsTotal CO2 emissions from conventional cars - INT
400
500
600
700
800
900m
ton
ne
s C
O2
Diff to Ref
Large diesel
Large gasoline
Medium diesel
Medium gasoline
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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Source: iTREN-2030, TREMOVE Model
0
100
200
300
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
year
mto
nn
es
CO
2
Medium gasoline
Small diesel
Small gasoline
Average CO2 Emission factors : Conventional Cars
CO2 ttw emission factor changes in INT
-20.0%
-15.0%
-10.0%
-5.0%
0.0%
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
% C
ha
ng
es
co
mp
are
d t
o R
EF
PCS Gasoline
PCS Diesel
PCM Gasoline
PCM Diesel
PCB Gasoline
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Source: iTREN-2030, TREMOVE Model
-40.0%
-35.0%
-30.0%
-25.0%
Year
% C
ha
ng
es
co
mp
are
d t
o R
EF
PCB Gasoline
PCB Diesel
Total CO2 Emissions Road Freight
Total CO2 emissions from HDT- INT
100
150
200
250
mto
nn
es
CO
2 Diff to REF
HDT - Diesel
LDV Electric
LDV Diesel
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Source: iTREN-2030, TREMOVE Model
0
50
100
2006 2008 2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
year
mto
nn
es
CO
2
LDV - Gasoline
Total PM10 Emissions
Emissions of PM10
100
150
200
250
tho
us
an
d t
on
ne
s o
f P
M
Road pass INT
Road pass REF
Road freight INT
XV E.P. EMISSIONI DA TRASPORTO SU STRADA - ROMA 29/04/2010
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0
50
100
2005 2010 2020 2030
Year
tho
us
an
d t
on
ne
s o
f P
M
Road freight REF