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The IEA Mobility Model
As of February 2014

Division of Energy Technology Policy
International Energy Agency
© OECD/IEA 2012
Project History
2003 World Business Council for Sustainable Development and the
Sustainable Mobility Project (SMP) transport model
Scenarios exploring transport energy use, CO2 and pollutant emissions, safety
and materials use

2004 SMP model developed further as IEA Mobility Model (MoMo)
MoMo data used for the IEA ETP analysis and ETP 2006

2006- Second phase of MoMo development
2008 Deeper analysis of vehicle technology potential, including

plug-in hybrid

electric vehicles (PHEVs)
Elasticities of travel and ownership with respect to GDP and oil prices
Integration of significant historical data in MoMo
Development of scenarios for the IEA Energy Technology Perspectives (ETP)
project in 2008

2008- Third phase of MoMo development
2012 Improved user friendliness and detailed modular approach

Expanded coverage of countries and regions
Development of modal shift scenarios
Vehicle, fuel and infrastructure costs associated to scenario

2013+ Continued MoMo capacity development
Transition to systems dynamics platform
Assessment of urban transport activity and potential
© OECD/IEA 2012
What is MoMo?
MoMo is a spreadsheet model of global transport, energy use, emissions,
safety and materials use.
Analysis of a multiple set of scenarios and projections to 2050
Based on hypotheses on GDP and population growth, vehicle fuel economy, fuel costs, travel
demand, and vehicle and fuel market shares.

World divided in 29 regions, including several specific countries:
USA, Canada, Mexico, Brazil, France, Germany, Italy, United Kingdom, Japan, Korea, China, India

MoMo contains a large amount of information (data) on technology and fuel
pathways.
Full evaluation of life cycle greenhouse gas emissions.
Cost estimates for new light duty vehicles (LDV), fuels and fuel taxes.
Valuation of transport sector expenditures to 2050: vehicles, fuels and infrastructure.
Module on material requirements for LDV manufacturing.

MoMo applies the "ASIF" framework:
Activity (travel demand) * Structure (travel by mode, load factors) * energy Intensity = Fuel use
© OECD/IEA 2012
Transport Modes
2-3 wheelers
Light duty vehicles
Spark ignition (SI) ICEs
Compression ignition (CI) ICEs
SI hybrid ICEs (including plug-ins)
CI hybrid ICEs (including plug-ins)
Hydrogen ICE hybrids (including plug-ins)
Fuel cell vehicles
Electric vehicles

Heavy duty vehicles
Minibuses
Buses and BRT systems
Medium freight trucks
Heavy freight trucks

Rail (Intercity, High-Speed and Freight)
Air (passenger, new module under development)
Water transport (freight, new module under development)
© OECD/IEA 2012
Fuel Pathways
Liquid petroleum fuels
Gasoline
Diesel (high- and low-sulphur)

Biofuels
Ethanol (grain, sugar cane, and advanced technologies [lignocellulose])
Biodiesel (conventional [fatty acid methyl esters, FAME or biodiesel obtained from hydrogenation
of vegetable oil in refineries] and advanced processes [BTL, fast pyrolysis, hydrothermal upgrade])

Synthetic fuels
Gas-to-liquids (GTL) and coal-to-liquids (CTL)

Gas
Compressed natural gas (CNG), liquefied petroleum gas (LPG) and biogas

Electricity
Treated separately for electric vehicles (EVs) and plug-in hybrid electric vehicles (PHEVs) and other
modes, by generation mix and region

Hydrogen
From natural gas (with and without CO2 sequestration), electricity and point of use electrolysis
(with and without CO2 sequestration), biomass gasification and advanced low-GHG hydrogen
production
© OECD/IEA 2012
MoMo Structure

© OECD/IEA 2012
MoMo Regions
To date, 33 countries have been pulled out as individual historic data files.
68 individual countries are planned to be pulled out.

© OECD/IEA 2012
Quality Control

600

Energy Use

500

Gasoline
Diesel
CNG

400

LPG
Biogasoline
300

Biodiesel
Electricity
ESD official Stats

200

100

2012

2010

2008

2006

2004

2002

2000

1998

1996

1994

1992

1990

1988

1986

1984

1982

1980

1978

1976

1974

1972

0

1970

Road transport energy use (Million tons of oil equivalent)

MoMo fuel use, applying the ASIF structure, is compared to official IEA energy
balance statistics to ensure data quality. This is applied to all country and
regional assessments in the MoMo historic database.

© OECD/IEA 2012
Analytical Capabilities
The MoMo model follows the ASIF structure and calculates energy and
emissions by mode, with more detailed analysis on stock, sales and costs
depending on mode and data availability.
For LDVs and freight trucks:
A stock and sales model has been developed.
Activity, intensity and energy use are estimated.
CO2 emissions are calculated (well-to-wheel and tank-to-wheel, using ETP modelling framework).
Pollutant emissions (CO, VOCs, PM, lead and NOx) estimated.
Vehicle and fuel costs.

For buses and 2/3 wheelers:
MoMo tracks stock, stock efficiency, travel, energy use and emissions.

For rail and air:
Total travel activity, energy intensities, energy use and emissions are tracked.

For shipping:
To date, MoMo tracks sectorial energy use and emissions.

© OECD/IEA 2012
Analytical Capabilities
MoMo has a user interface that allows:
What-if scenario building.
Back casting.
Use of elasticities for ownership and mileage.
Mode shift scenario building for passenger travel.

MoMo also estimates material requirements and emissions:
Analysis of future vehicle sales (e.g. fuel cells) and how they impact materials requirements (e.g.
precious metals) is possible.
Full life-cycle analysis for GHG emissions from LDVs (including manufacturing) can be calculated.

Recent MoMo capacity developments include:
Urban and non-urban travel splits applying data from a global set of mobility surveys.
Land transport infrastructure requirements in support of travel demand growth.
Fuel cost, T&D, storage and distribution infrastructure assessment.
Cost estimations from vehicle, fuel and infrastructure investments.

© OECD/IEA 2012
Who supports this work?
Now 13 partner institutions.
Six have been financing the project development since the end of the SMP.

© OECD/IEA 2012
Contact
ETP Transport
International Energy Agency
9, rue de la Fédération
75739 Paris Cedex 15 France
transportinfo@iea.org

© OECD/IEA 2012

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The IEA Mobility Model

  • 1. The IEA Mobility Model As of February 2014 Division of Energy Technology Policy International Energy Agency © OECD/IEA 2012
  • 2. Project History 2003 World Business Council for Sustainable Development and the Sustainable Mobility Project (SMP) transport model Scenarios exploring transport energy use, CO2 and pollutant emissions, safety and materials use 2004 SMP model developed further as IEA Mobility Model (MoMo) MoMo data used for the IEA ETP analysis and ETP 2006 2006- Second phase of MoMo development 2008 Deeper analysis of vehicle technology potential, including plug-in hybrid electric vehicles (PHEVs) Elasticities of travel and ownership with respect to GDP and oil prices Integration of significant historical data in MoMo Development of scenarios for the IEA Energy Technology Perspectives (ETP) project in 2008 2008- Third phase of MoMo development 2012 Improved user friendliness and detailed modular approach Expanded coverage of countries and regions Development of modal shift scenarios Vehicle, fuel and infrastructure costs associated to scenario 2013+ Continued MoMo capacity development Transition to systems dynamics platform Assessment of urban transport activity and potential © OECD/IEA 2012
  • 3. What is MoMo? MoMo is a spreadsheet model of global transport, energy use, emissions, safety and materials use. Analysis of a multiple set of scenarios and projections to 2050 Based on hypotheses on GDP and population growth, vehicle fuel economy, fuel costs, travel demand, and vehicle and fuel market shares. World divided in 29 regions, including several specific countries: USA, Canada, Mexico, Brazil, France, Germany, Italy, United Kingdom, Japan, Korea, China, India MoMo contains a large amount of information (data) on technology and fuel pathways. Full evaluation of life cycle greenhouse gas emissions. Cost estimates for new light duty vehicles (LDV), fuels and fuel taxes. Valuation of transport sector expenditures to 2050: vehicles, fuels and infrastructure. Module on material requirements for LDV manufacturing. MoMo applies the "ASIF" framework: Activity (travel demand) * Structure (travel by mode, load factors) * energy Intensity = Fuel use © OECD/IEA 2012
  • 4. Transport Modes 2-3 wheelers Light duty vehicles Spark ignition (SI) ICEs Compression ignition (CI) ICEs SI hybrid ICEs (including plug-ins) CI hybrid ICEs (including plug-ins) Hydrogen ICE hybrids (including plug-ins) Fuel cell vehicles Electric vehicles Heavy duty vehicles Minibuses Buses and BRT systems Medium freight trucks Heavy freight trucks Rail (Intercity, High-Speed and Freight) Air (passenger, new module under development) Water transport (freight, new module under development) © OECD/IEA 2012
  • 5. Fuel Pathways Liquid petroleum fuels Gasoline Diesel (high- and low-sulphur) Biofuels Ethanol (grain, sugar cane, and advanced technologies [lignocellulose]) Biodiesel (conventional [fatty acid methyl esters, FAME or biodiesel obtained from hydrogenation of vegetable oil in refineries] and advanced processes [BTL, fast pyrolysis, hydrothermal upgrade]) Synthetic fuels Gas-to-liquids (GTL) and coal-to-liquids (CTL) Gas Compressed natural gas (CNG), liquefied petroleum gas (LPG) and biogas Electricity Treated separately for electric vehicles (EVs) and plug-in hybrid electric vehicles (PHEVs) and other modes, by generation mix and region Hydrogen From natural gas (with and without CO2 sequestration), electricity and point of use electrolysis (with and without CO2 sequestration), biomass gasification and advanced low-GHG hydrogen production © OECD/IEA 2012
  • 7. MoMo Regions To date, 33 countries have been pulled out as individual historic data files. 68 individual countries are planned to be pulled out. © OECD/IEA 2012
  • 8. Quality Control 600 Energy Use 500 Gasoline Diesel CNG 400 LPG Biogasoline 300 Biodiesel Electricity ESD official Stats 200 100 2012 2010 2008 2006 2004 2002 2000 1998 1996 1994 1992 1990 1988 1986 1984 1982 1980 1978 1976 1974 1972 0 1970 Road transport energy use (Million tons of oil equivalent) MoMo fuel use, applying the ASIF structure, is compared to official IEA energy balance statistics to ensure data quality. This is applied to all country and regional assessments in the MoMo historic database. © OECD/IEA 2012
  • 9. Analytical Capabilities The MoMo model follows the ASIF structure and calculates energy and emissions by mode, with more detailed analysis on stock, sales and costs depending on mode and data availability. For LDVs and freight trucks: A stock and sales model has been developed. Activity, intensity and energy use are estimated. CO2 emissions are calculated (well-to-wheel and tank-to-wheel, using ETP modelling framework). Pollutant emissions (CO, VOCs, PM, lead and NOx) estimated. Vehicle and fuel costs. For buses and 2/3 wheelers: MoMo tracks stock, stock efficiency, travel, energy use and emissions. For rail and air: Total travel activity, energy intensities, energy use and emissions are tracked. For shipping: To date, MoMo tracks sectorial energy use and emissions. © OECD/IEA 2012
  • 10. Analytical Capabilities MoMo has a user interface that allows: What-if scenario building. Back casting. Use of elasticities for ownership and mileage. Mode shift scenario building for passenger travel. MoMo also estimates material requirements and emissions: Analysis of future vehicle sales (e.g. fuel cells) and how they impact materials requirements (e.g. precious metals) is possible. Full life-cycle analysis for GHG emissions from LDVs (including manufacturing) can be calculated. Recent MoMo capacity developments include: Urban and non-urban travel splits applying data from a global set of mobility surveys. Land transport infrastructure requirements in support of travel demand growth. Fuel cost, T&D, storage and distribution infrastructure assessment. Cost estimations from vehicle, fuel and infrastructure investments. © OECD/IEA 2012
  • 11. Who supports this work? Now 13 partner institutions. Six have been financing the project development since the end of the SMP. © OECD/IEA 2012
  • 12. Contact ETP Transport International Energy Agency 9, rue de la Fédération 75739 Paris Cedex 15 France transportinfo@iea.org © OECD/IEA 2012