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					Source: http://www.doksinet  Life cycle assessment of electric vehicles Linda Ager-Wick Ellingsen Anders Hammer Strømman  linda.ellingsen@ntnuno   Source: http://www.doksinet  Life cycle assessment (LCA)  Energy Materials Transport  Manufacture & assembly Extraction & processing  Emissions Use  Waste products Recycling  2   Source: http://www.doksinet  The ReCiPe characterization method  3   Source: http://www.doksinet  Life cycle assessment of vehicles Complete life cycle Vehicle life cycle Vehicle production • Extraction and processing • Component manufacture and assembly  Energy value chain Energy extraction  Vehicle operation Energy distribution  Energy conversion  • Energy use • Maintenance  End-of-life vehicle • Recycling/recovery • Waste management 4   Source: http://www.doksinet  We have good knowledge of the environmental impacts of conventional vehicles  5   Source: http://www.doksinet  Impact potentials  Stressors  Example of typical LCA results:
Mercedes A class  6 DaimlerChrysler AG, Mercedes Car Group   Source: http://www.doksinet  GHGs over the whole life cycle - high end of the range as of 2010  References: Daimler AG (2009, 2009, 2012), Volkswagen AG (2010, 2012)  7   Source: http://www.doksinet  GHGs over the whole life cycle - low end of the range as of 2010  References: Daimler AG (2009, 2010, 2012,2013,2014), Volkswagen AG (2010, 2012,2013,2014)  8   Source: http://www.doksinet  GHGs over the whole life cycle - low end of the range as of 2014  References: Daimler AG (2009, 2010, 2012,2013,2014), Volkswagen AG (2010, 2012,2013,2014)  9   Source: http://www.doksinet  Car size, fuel type, model year, and horsepower matter  3x  References: Daimler AG (2009, 2010, 2012,2013,2014), Volkswagen AG (2010, 2012,2013,2014)  10   Source: http://www.doksinet  Can electric vehicles get us below the fossil envelope?  References: Daimler AG (2009, 2009, 2012,2013,2014), Volkswagen AG (2010, 2012,2013,2014)  11   Source:
http://www.doksinet  Zero emission vehicle?  12   Source: http://www.doksinet  BEVs have indirect operational emissions associated with the energy value chain  13   Source: http://www.doksinet  NTNU’s latest LCA study on battery electric vehicles published in 2016  14 Ellingsen et al. (2016)   Source: http://www.doksinet  Size selection based on commercially available BEVs 250  A - segment  B - segment  C - segment  D - segment  E - segment  F - segment  NEDC energy requirement (Wh/km)  200  150  100  mini car  50  medium car  large car  luxury car  0 800  900  1000  1100  1200  1300  1400 1500 1600 1700 Vehicle curb weight (kg)  1800  1900  2000  2100  2200  15   Source: http://www.doksinet  Electric vehicle parameters Segment  Curb weight (kg)  Battery size (kWh)  Driving range (km)  EV energy consumption (Wh/km)  A - mini car  1100  17.7  133  146  C - medium car D - large car F - luxury car  1500 1750 2100  26.6 42.1 59.9  171 249 317  170 185 207  16   Source:
http://www.doksinet  Production inventories  17   Source: http://www.doksinet  Use phase assumptions • Average European electricity mix (521 g CO2/kWh at plug, 462 g CO2/kWh at plant) • 12 years and a yearly mileage of 15,000 km, resulting in a total mileage of 180,000 km  18   Source: http://www.doksinet  End-of-life treatment  19   Source: http://www.doksinet  Conventional vehicles  Production and use phase from LCA reports  End-of-life inventory from Hawkins et al. 2012  20   Source: http://www.doksinet  Results  21   Source: http://www.doksinet  50 F 45 40  Fossil envelope -average new ICEVs as of 2015  D  35 Emission (ton CO2-eq)  C 30 A  25 20 15 10 5  0 Driving distance (km) 22 Ellingsen et al. 2016   Source: http://www.doksinet  50 F 45 40  Fossil envelope -average ICEVs  D  35 Emission (ton CO2-eq)  C 30 A  25 20 15 10 5  0 Driving distance (km) A - mini car Ellingsen et al. 2016  C - medium car  D - large car  F - luxury car  23   Source: http://www.doksinet 
Sensitivity analysis  24   Source: http://www.doksinet  Sensitivity analysis - coal World average coal (1029 g CO2-eq/kWh)  25 Ellingsen et al. 2016   Source: http://www.doksinet  Sensitivity analysis – natural gas World average natural gas (595 g CO2-eq/kWh)  26 Ellingsen et al. 2016   Source: http://www.doksinet  Sensitivity analysis – wind Wind (21 g CO2-eq/kWh)  27 Ellingsen et al. 2016   Source: http://www.doksinet  Sensitivity analysis – all wind Wind in all value chains (17 g CO2-eq/kWh)  28 Ellingsen et al. 2016   Source: http://www.doksinet  Differences in emissions due to size decrease with lower carbon intensity  29 Ellingsen et al. 2016   Source: http://www.doksinet  Questions?  linda.ellingsen@ntnuno 30   Source: http://www.doksinet  NTNU Publications on e-mobility October 2012  November 2013  May 2016 December 2016  Ellingsen. L A-W, Hung, R H, & Strømman, A H Identifying key assumptions and differences in life cycle assessment studies of lithium-ion traction
batteries (In review 2017). Transportation Research Part D: Transport and Environment Ellingsen. L A-W, Majeau-Bettez, M, & Strømman, A H (2015) Comment on “The significance of Li-ion batteries in electric vehicle life-cycle energy and emissions and recycling's role in its reduction” in Energy & Environmental Science. The International Journal of Life Cycle Assessment Singh, B., Ellingsen L A-W, & Strømman, A H (2015) Pathways for GHG emission reduction in Norwegian road transport sector: Perspective on consumption of passenger car transport and electricity mix. Transportation Research Part D: Transport and Environment  Singh, B., Guest, G, Bright, R M, & Strømman, A H (2014) Life Cycle Assessment of Electric and Fuel Cell Vehicle Transport Based on Forest Biomass. The International Journal of Life Cycle Assessment Singh, B., & Strømman, A H (2013) Environmental assessment of electrification of road transport in Norway: Scenarios and impacts
Transportation Research Part D: Transport and Environment. Hawkins, T. R, Gausen, O M, & Strømman, A H (2012) Environmental impacts of hybrid and electric vehiclesa review The International Journal of Life Cycle Assessment.  Majeau-Bettez, M., Hawkings, T, & Strømman, A H (2011) Life Cycle Environmental Assessment of Lithium-ion and Nickel Metal Hydride 31 Batteries for Plug-in Hybrid and Battery Electric Vehicles