Research article

Hybrids are an effective transitional technology for limiting US passenger fleet carbon emissions

  • Received: 04 November 2019 Accepted: 16 January 2020 Published: 09 March 2020
  • Human economic activity must be decarbonized within several decades to avoid dangerous levels of global warming, with the US passenger fleet a major source of CO2. Decarbonization likely requires an ultimate shift to completely electrified transportation, but given the current reliance of electricity generation on fossil fuels, the optimal deployment schedule of low-carbon vehicles is not known. A simple model is developed for the turnover of the vehicle fleet from the current conventional to an all battery-electric vehicle fleet, including the lifecycle emissions for vehicle production, fuel, and electricity generation. Hybrid-electric vehicles are included as a transitional technology. This model represents the US fleet and both the present and future electrical grid at the county scale, and a range of imposed vehicle market share transition scenarios are considered. To limit cumulative vehicle emissions over the 2017 to 2070 interval, an early, rapid adoption of low-carbon vehicles, either as hybrid or pure electric vehicles, must take place, with an ultimate transition to the battery-electric technology. However, hybrids are found to be an effective transitional technology, and even preferable over the short-term in many areas. Furthermore, some degree of behavioral change, in the form of reduced vehicle miles, must accompany this transition to fully meet climate targets.

    Citation: Steffen E. Eikenberry. Hybrids are an effective transitional technology for limiting US passenger fleet carbon emissions[J]. AIMS Environmental Science, 2020, 7(2): 117-139. doi: 10.3934/environsci.2020007

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  • Human economic activity must be decarbonized within several decades to avoid dangerous levels of global warming, with the US passenger fleet a major source of CO2. Decarbonization likely requires an ultimate shift to completely electrified transportation, but given the current reliance of electricity generation on fossil fuels, the optimal deployment schedule of low-carbon vehicles is not known. A simple model is developed for the turnover of the vehicle fleet from the current conventional to an all battery-electric vehicle fleet, including the lifecycle emissions for vehicle production, fuel, and electricity generation. Hybrid-electric vehicles are included as a transitional technology. This model represents the US fleet and both the present and future electrical grid at the county scale, and a range of imposed vehicle market share transition scenarios are considered. To limit cumulative vehicle emissions over the 2017 to 2070 interval, an early, rapid adoption of low-carbon vehicles, either as hybrid or pure electric vehicles, must take place, with an ultimate transition to the battery-electric technology. However, hybrids are found to be an effective transitional technology, and even preferable over the short-term in many areas. Furthermore, some degree of behavioral change, in the form of reduced vehicle miles, must accompany this transition to fully meet climate targets.


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    [1] Bureau of Transportation Statistics, National Transportation Statistics. Available from: www.bts.gov/topics/national-transportation-statistics.
    [2] Rogelj JD, Shindell K, Jiang S, et al. (2018) Mitigation Pathways Compatible with 1.5 ℃ in the Context of Sustainable Development. In: Global Warming of 1.5 ℃. An IPCC Special Report on the impacts of global warming of 1.5 ℃ above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty [Masson-Delmotte V, Zhai P, Pörtner HO, et al. (eds.)]. In Press.
    [3] US Environmental Protection Agency, The 2018 EPA Automotive Trends Report: Greenhouse Gas Emissions, Fuel Economy, and Technology since 1975. EPA-420-R-19-002, Available from: nepis.epa.gov/Exe/ZyPDF.cgi/P100W5C2.PDF?Dockey=P100W5C2.PDF.
    [4] Yuksel T, Tamayao MAM, Hendrickson C, et al. (2016) Effect of regional grid mix, driving patterns and climate on the comparative carbon footprint of gasoline and plug-in electric vehicles in the United States. Environ Res Lett 11:044007. doi: 10.1088/1748-9326/11/4/044007
    [5] Jones CM, Kammen DM (2011) Quantifying carbon footprint reduction opportunities for US households and communities. Environ Sci Technol 45: 4088-4095. doi: 10.1021/es102221h
    [6] Ivanova D, Stadler K, Steen-Olsen K, et al. (2016) Environmental impact assessment of household consumption. J Ind Ecol 20: 526-536. doi: 10.1111/jiec.12371
    [7] Wiedenhofer D, Smetschka B, Akenji L, et al. (2018) Household time use, carbon footprints, and urban form: a review of the potential contributions of everyday living to the 1.5 C climate target. Curr Opin Environ Sustain 30: 7-17. doi: 10.1016/j.cosust.2018.02.007
    [8] Dietz T, Gardner GT, Gilligan J, et al. (2009). Household actions can provide a behavioral wedge to rapidly reduce US carbon emissions. PNAS 106: 18452-18456. doi: 10.1073/pnas.0908738106
    [9] Jansen KH, Brown TM, Samuelsen GS (2010) Emissions impacts of plug-in hybrid electric vehicle deployment on the US western grid. J Power Sources 195: 5409-5416. doi: 10.1016/j.jpowsour.2010.03.013
    [10] Zivin JSG, Kotchen MJ, Mansur ET (2014) Spatial and temporal heterogeneity of marginal emissions: Implications for electric cars and other electricity-shifting policies. J Econ Behav Organ 107: 248-268. doi: 10.1016/j.jebo.2014.03.010
    [11] Tamayao MAM, Michalek JJ, Hendrickson C, et al. (2015) Regional variability and uncertainty of electric vehicle life cycle CO2 emissions across the United States. ‎Environ Sci Technol 49: 8844-8855.
    [12] Axsen J, Kurani KS, McCarthy R, et al. (2011) Plug-in hybrid vehicle GHG impacts in California: Integrating consumer-informed recharge profiles with an electricity-dispatch model. Energy Policy 39: 1617-1629. doi: 10.1016/j.enpol.2010.12.038
    [13] Yuksel T, Michalek JJ (2015) Effects of regional temperature on electric vehicle efficiency, range, and emissions in the United States. Environ Sci Technol 49: 3974-3980. doi: 10.1021/es505621s
    [14] Miotti M, Supran GJ, Kim EJ, et al. (2016) Personal vehicles evaluated against climate change mitigation targets. Environ Sci Technol 50: 10795-10804. doi: 10.1021/acs.est.6b00177
    [15] Yang F, Xie Y, Deng Y, et, al. (2018) Considering Battery Degradation in Life Cycle Greenhouse Gas Emission Analysis of Electric Vehicles. Procedia CIRP 69, 505-510.
    [16] Ellingsen LAW, Singh B, Strømman AH (2016) The size and range effect: lifecycle greenhouse gas emissions of electric vehicles. Environ Res Lett 11: 054010. doi: 10.1088/1748-9326/11/5/054010
    [17] Manjunath A, Gross G (2017) Towards a meaningful metric for the quantification of GHG emissions of electric vehicles (EVs). Energy Policy 102: 423-429. doi: 10.1016/j.enpol.2016.12.003
    [18] Bicer Y, Dincer I (2017) Comparative life cycle assessment of hydrogen, methanol and electric vehicles from well to wheel. ‎Int J Hydrog Energy 42: 3767-3777.
    [19] Peng T, Ou X, Yan X (2018) Development and application of an electric vehicles life-cycle energy consumption and greenhouse gas emissions analysis model. Chem Eng Res Des 131: 699-708. doi: 10.1016/j.cherd.2017.12.018
    [20] Küng L, Bütler T, Georges G, et al. (2018) Decarbonizing passenger cars using different powertrain technologies: Optimal fleet composition under evolving electricity supply. Transp Res Part C Emerg Technol 95: 785-801. doi: 10.1016/j.trc.2018.09.003
    [21] Wu Z, Wang M, Zheng J, et al. (2018) Life cycle greenhouse gas emission reduction potential of battery electric vehicle. J Clean Prod 190: 462-470. doi: 10.1016/j.jclepro.2018.04.036
    [22] Kamiya G, Axsen J, Crawford C (2019) Modeling the GHG emissions intensity of plug- in electric vehicles using short-term and long-term perspectives. Transp Res D 69: 209-223. doi: 10.1016/j.trd.2019.01.027
    [23] Onat NC, Noori M, Kucukvar M, et al. (2017) Exploring the suitability of electric vehicles in the United States. Energy 121: 631-642. doi: 10.1016/j.energy.2017.01.035
    [24] US Department of Transportation, Federal Highway Administration, 2017 National Household Travel Survey. Available from: nhts.ornl.gov/.
    [25] US Energy Information Administration, Annual Energy Outlook 2019 with projections to 2050. January 24, 2019. Available from: www.eia.gov/aeo/.
    [26] US Census Bureau, County Population Totals and Components of Change: 2010-2018. Available from: www.census.gov/data/datasets/time-series/demo/popest/2010s-counties-total.html.
    [27] IPCC, 2013: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovern-mental Panel on Climate Change [Stocker TF, Qin D. Plattner GK, et al. (eds.)]. NY, USA, Cambridge University Press, 1535.
    [28] Argonne National Laboratory, GREET 1 Model. Available from: greet.es.anl.gov/.
    [29] Venkatesh A, Jaramillo P, Griffin WM, et al. (2012) Uncertainty in life cycle greenhouse gas emissions from United States coal. Energy Fuels 26: 4917-4923. doi: 10.1021/ef300693x
    [30] Howarth RW, Santoro R, Ingraffea A (2011) Methane and the greenhouse-gas footprint of natural gas from shale formations. Clim Change 106: 679-690. doi: 10.1007/s10584-011-0061-5
    [31] Alvarez RA, Pacala SW, Winebrake JJ, et al. (2012) Greater focus needed on methane leakage from natural gas infrastructure. PNAS 109: 6435-6440. doi: 10.1073/pnas.1202407109
    [32] Alvarez RA, Zavala-Araiza D, Lyon DR, et al. (2018) Assessment of methane emissions from the US oil and gas supply chain. Science 361: 186-188.
    [33] Caulton DR, Shepson PB, Santoro RL, et al. (2014) Toward a better understanding and quantification of methane emissions from shale gas development. PNAS 111: 6237-6242. doi: 10.1073/pnas.1316546111
    [34] Schneising O, Burrows JP, Dickerson RR, et al. (2014) Remote sensing of fugitive methane emissions from oil and gas production in North American tight geologic formations. Earths Future 2: 548-558. doi: 10.1002/2014EF000265
    [35] Miller SM, Wofsy SC, Michalak AM, et al. (2013) Anthropogenic emissions of methane in the United States. PNAS 110: 20018-20022. doi: 10.1073/pnas.1314392110
    [36] Brandt AR, Heath GA, Kort EA, et al. (2014) Methane leaks from North American natural gas systems. Science 343: 733-735. doi: 10.1126/science.1247045
    [37] Norgate T, Haque N, Koltun P (2014) The impact of uranium ore grade on the greenhouse gas footprint of nuclear power. J Clean Prod 84: 360-367. doi: 10.1016/j.jclepro.2013.11.034
    [38] Warner ES, Heath GA (2012) Life cycle greenhouse gas emissions of nuclear electricity generation. J Ind Ecol 16: S73-S92. doi: 10.1111/j.1530-9290.2012.00472.x
    [39] Lenzen, M (2008) Life cycle energy and greenhouse gas emissions of nuclear energy: A review. Energy Convers Manag 49: 2178-2199. doi: 10.1016/j.enconman.2008.01.033
    [40] Sovacool BK (2008) Valuing the greenhouse gas emissions from nuclear power: A critical survey. Energy Policy 36: 2950-2963. doi: 10.1016/j.enpol.2008.04.017
    [41] Beerten J, Laes E, Meskens G, et al. (2009) Greenhouse gas emissions in the nuclear life cycle: A balanced appraisal. Energy Policy 37: 5056-5068. doi: 10.1016/j.enpol.2009.06.073
    [42] Kadiyala A, Kommalapati R, Huque Z (2016) Quantification of the lifecycle greenhouse gas emissions from nuclear power generation systems. Energies 9: 863. doi: 10.3390/en9110863
    [43] Song C, Gardner KH, Klein SJ, et al. (2018) Cradle-to-grave greenhouse gas emissions from dams in the United States of America. Renew Sust Energ Rev 90: 945-956. doi: 10.1016/j.rser.2018.04.014
    [44] Hertwich EG (2013) Addressing biogenic greenhouse gas emissions from hydropower in LCA. Environ Sci Technol 47: 9604-9611. doi: 10.1021/es401820p
    [45] Teodoru CR, Bastien J, Bonneville MC, et al. (2012) The net carbon footprint of a newly created boreal hydroelectric reservoir. Global Biogeochem Cy 26: GB2016.
    [46] Pacca S (2007) Impacts from decommissioning of hydroelectric dams: a life cycle perspective. Clim Change 84: 281-294. doi: 10.1007/s10584-007-9261-4
    [47] Dolan SL, Heath GA (2012) Life cycle greenhouse gas emissions of utility-scale wind power. J Ind Ecol 16: S136-S154. doi: 10.1111/j.1530-9290.2012.00464.x
    [48] Arvesen A, Hertwich EG (2012) Assessing the life cycle environmental impacts of wind power: A review of present knowledge and research needs. Renew Sust Energ Rev 16: 5994-6006. doi: 10.1016/j.rser.2012.06.023
    [49] Nugent D, Sovacool BK (2014) Assessing the lifecycle greenhouse gas emissions from solar PV and wind energy: a critical meta-survey. Energy Policy 65: 229-244. doi: 10.1016/j.enpol.2013.10.048
    [50] Sullivan JL, Clark C, Han J, et al. (2013) Cumulative energy, emissions, and water consumption for geothermal electric power production. J Renew Sustain Energy 5: 023127. doi: 10.1063/1.4798315
    [51] Bayer P, Rybach L, Blum P, et al. (2013) Review on life cycle environmental effects of geothermal power generation. Renew Sust Energ Rev 26: 446-463. doi: 10.1016/j.rser.2013.05.039
    [52] Fthenakis VM, Kim HC (2011) Photovoltaics: Life-cycle analyses. Solar Energy 85: 1609-1628. doi: 10.1016/j.solener.2009.10.002
    [53] Wong JH, Royapoor M, Chan CW (2016) Review of life cycle analyses and embodied energy requirements of single-crystalline and multi-crystalline silicon photovoltaic systems. Renew Sust Energ Rev 58: 608-618. doi: 10.1016/j.rser.2015.12.241
    [54] Fthenakis V, Raugei M (2017) Environmental life-cycle assessment of photovoltaic systems. In The Performance of Photovoltaic (PV) Systems (209-232). Woodhead Publishing.
    [55] Milousi M, Souliotis M, Arampatzis G, et al. (2019) Evaluating the Environmental Performance of Solar Energy Systems Through a Combined Life Cycle Assessment and Cost Analysis. Sustainability 11: 2539. doi: 10.3390/su11092539
    [56] Djomo SN, Kasmioui OE, Ceulemans R (2011) Energy and greenhouse gas balance of bioenergy production from poplar and willow: a review. GCB Bioenergy 3: 181-197. doi: 10.1111/j.1757-1707.2010.01073.x
    [57] Kadiyala A, Kommalapati R, Huque Z (2016) Evaluation of the life cycle greenhouse gas emissions from different biomass feedstock electricity generation systems. Sustainability 8: 1181. doi: 10.3390/su8111181
    [58] Fargione J, Hill J, Tilman D (2008) Land clearing and the biofuel carbon debt. Science 319: 1235-1238. doi: 10.1126/science.1152747
    [59] Repo A, Tuovinen JP, Liski J (2015) Can we produce carbon and climate neutral forest bioenergy?. GCB Bioenergy 7: 253-262. doi: 10.1111/gcbb.12134
    [60] Holtsmark B (2015) Quantifying the global warming potential of CO2 emissions from wood fuels. GCB Bioenergy 7: 195-206. doi: 10.1111/gcbb.12110
    [61] Hudiburg TW, Law BE, Wirth C, et al. (2011) Regional carbon dioxide implications of forest bioenergy production. Nat Clim Change 1: 419-423. doi: 10.1038/nclimate1264
    [62] Hudiburg TW, Luyssaert S, Thornton PE, et al. (2013) Interactive effects of envi- ronmental change and management strategies on regional forest carbon emissions. Environ Sci Technol 47: 13132-13140. doi: 10.1021/es402903u
    [63] Schulze ED, Körner C, Law BE, et al. (2012) Large-scale bioenergy from additional harvest of forest biomass is neither sustainable nor greenhouse gas neutral. GCB Bioenergy 4: 611-616. doi: 10.1111/j.1757-1707.2012.01169.x
    [64] Cherubini F, Huijbregts M, Kindermann G, et al. (2016) Global spatially explicit CO2 emission metrics for forest bioenergy. Sci Rep 6: 20186. doi: 10.1038/srep20186
    [65] Booth MS (2018) Not carbon neutral: Assessing the net emissions impact of residues burned for bioenergy. Environ Res Lett 13: 035001. doi: 10.1088/1748-9326/aaac88
    [66] US Environmental Protection Agency. Emissions & Generation Resource Integrated Database (eGRID). Available from: www.epa.gov/energy/emissions-generation-resource-integrated-database-.
    [67] Casals LC, Martinez-Laserna E, García BA, et al. (2016) Sustainability analysis of the electric vehicle use in Europe for CO2 emissions reduction. J Clean Prod 127: 425-437. doi: 10.1016/j.jclepro.2016.03.120
    [68] Van Vliet O, Brouwer AS, Kuramochi T, et al. (2011) Energy use, cost and CO2 emissions of electric cars. J Power Source 196: 2298-2310. doi: 10.1016/j.jpowsour.2010.09.119
    [69] US Environmental Protection Agency. Air Markets Program Data. Website ampd.epa.gov/ampd/
    [70] Siler-Evans K, Azevedo IL, Morgan MG (2012) Marginal emissions factors for the US electricity system. Environ Sci Technol 46: 4742-4748. doi: 10.1021/es300145v
    [71] Argonne National Laboratory, GREET 2 Model. Available from: greet.es.anl.gov/
    [72] Ellingsen LAW, Majeau-Bettez G, Singh B, et al. (2014) Life cycle assessment of a lithium-ion battery vehicle pack. J Ind Ecol 18: 113-124. doi: 10.1111/jiec.12072
    [73] Kim HC, Wallington TJ, Arsenault R, et al. (2016) Cradle-to-Gate Emissions from a Commercial Electric Vehicle Li-Ion Battery: A Comparative Analysis. Environ Sci Technol 50: 7715-7722. doi: 10.1021/acs.est.6b00830
    [74] Peters JF, Baumann M, Zimmermann B, et al (2017) The environmental impact of Li-Ion batteries and the role of key parameters-A review. Renew Sust Energ Rev 67: 491-506. doi: 10.1016/j.rser.2016.08.039
    [75] Ellingsen LAW, Hung CR, Strømman AH (2017) Identifying key assumptions and differences in life cycle assessment studies of lithium-ion traction batteries with focus on greenhouse gas emissions. Transp Res D 55: 82-90. doi: 10.1016/j.trd.2017.06.028
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