Environmental Science & Technology · 2017 · 11 citations · 31 references
EngineeringAutomotive EngineeringEnvironmental EngineeringInternal Combustion EnginesPowertrain EngineeringTransportationDecarbonization PathwaysEngine EfficiencySustainable TransportSustainable TransportationVehicle EmissionsVehicle Propulsion SystemsCompression RatioDiesel EnginesEmissions ReductionFuel ConsumptionFuel Consumption ModelingFuel Consumption ReductionVehicle Emission ModelingVehicle Emission Reduction
High Resolution Image Download MS PowerPoint Slide While the UK has committed to reduce CO 2 emissions to 80% of 1990 levels by 2050, transport accounts for nearly a fourth of all emissions and the degree to which decarbonization can occur is highly uncertain. We present a new methodology using vehicle and powertrain parameters within a Bayesian framework to determine the impact of engineering vehicle improvements on fuel consumption and CO 2 emissions. Our results show how design changes in vehicle parameters (e.g., mass, engine size, and compression ratio) result in fuel consumption improvements from a fleet-wide mean of 5.6 L/100 km in 2014 to 3.0 L/100 km by 2030. The change in vehicle efficiency coupled with increases in vehicle numbers and fleet-wide activity result in a total fleet-wide reduction of 41 ± 10% in 2030, relative to 2012. Concerted internal combustion engine improvements result in a 48 ± 10% reduction of CO 2 emissions, while efforts to increase the number of diesel vehicles within the fleet had little additional effect. Increasing plug-in and all-electric vehicles reduced CO 2 emissions by less (42 ± 10% reduction) than concerted internal combustion engines improvements. However, if the grid decarbonizes, electric vehicles reduce emissions by 45 ± 9% with further reduction potential to 2050.
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ADVISOR: a systems analysis tool for advanced vehicle modeling
T. Markel, Aaron Brooker, Terry J. Hendricks et al. · Journal of Power Sources · 2002 · 839 citations
Engineering, Automotive Engineering, Systems Engineering +13
Henry F. Inman, Edwin L. Bradley · Communication in Statistics- Theory and Methods · 1989 · 421 citations