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Future energy loads for a large-scale adoption of electric vehicles in the city of Los Angeles: Impacts on greenhouse gas (GHG) emissions

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  • Kim, Jae D.
  • Rahimi, Mansour

Abstract

Using plug-in electric vehicles (PEVs) has become an important component of greenhouse gas (GHG) emissions reduction strategy in the transportation sector. Assessing the net effect of PEVs on GHG emissions, however, is dependent on factors such as type and scale of electricity generation sources, adoption rate, and charging behavior. This study creates a comprehensive model that estimates the energy load and GHG emissions impacts for the years 2020 and 2030 for the city of Los Angeles. For 2020, model simulations show that the PEV charging loads will be modest with negligible effects on the overall system load profile. Contrary to previous study results, the average marginal carbon intensity is higher if PEV charging occurs during off-peak hours. These results suggest that current economic incentives to encourage off-peak charging result in greater GHG emissions. Model simulations for 2030 show that PEV charging loads increase significantly resulting in potential generation shortages. There are also significant grid operation challenges as the region׳s energy grid is required to ramp up and down rapidly to meet PEV loads. For 2030, the average marginal carbon intensity for off-peak charging becomes lower than peak charging mainly due to the removal of coal from the power generation portfolio.

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  • Kim, Jae D. & Rahimi, Mansour, 2014. "Future energy loads for a large-scale adoption of electric vehicles in the city of Los Angeles: Impacts on greenhouse gas (GHG) emissions," Energy Policy, Elsevier, vol. 73(C), pages 620-630.
  • Handle: RePEc:eee:enepol:v:73:y:2014:i:c:p:620-630
    DOI: 10.1016/j.enpol.2014.06.004
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    as
    1. Kelly, Jarod C. & MacDonald, Jason S. & Keoleian, Gregory A., 2012. "Time-dependent plug-in hybrid electric vehicle charging based on national driving patterns and demographics," Applied Energy, Elsevier, vol. 94(C), pages 395-405.
    2. Hadley, Stanton W. & Tsvetkova, Alexandra A., 2009. "Potential Impacts of Plug-in Hybrid Electric Vehicles on Regional Power Generation," The Electricity Journal, Elsevier, vol. 22(10), pages 56-68, December.
    3. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    4. Bandivadekar, Anup & Cheah, Lynette & Evans, Christopher & Groode, Tiffany & Heywood, John & Kasseris, Emmanuel & Kromer, Matthew & Weiss, Malcolm, 2008. "Reducing the fuel use and greenhouse gas emissions of the US vehicle fleet," Energy Policy, Elsevier, vol. 36(7), pages 2754-2760, July.
    5. Yang, Christopher & McCollum, David L & McCarthy, Ryan & Leighty, Wayne, 2009. "Meeting an 80% Reduction in Greenhouse Gas Emissions from Transportation by 2050: A Case Study in California," Institute of Transportation Studies, Working Paper Series qt2ns1q98f, Institute of Transportation Studies, UC Davis.
    6. Ethan S. Warner & Garvin A. Heath, 2012. "Life Cycle Greenhouse Gas Emissions of Nuclear Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 73-92, April.
    7. Weiller, Claire, 2011. "Plug-in hybrid electric vehicle impacts on hourly electricity demand in the United States," Energy Policy, Elsevier, vol. 39(6), pages 3766-3778, June.
    8. Li, Kang & Lloyd, Bob & Liang, Xiao-Jie & Wei, Yi-Ming, 2014. "Energy poor or fuel poor: What are the differences?," Energy Policy, Elsevier, vol. 68(C), pages 476-481.
    9. McCollum, David & Yang, Christopher, 2009. "Achieving deep reductions in US transport greenhouse gas emissions: Scenario analysis and policy implications," Energy Policy, Elsevier, vol. 37(12), pages 5580-5596, December.
    10. Wang, Y.F. & Li, K.P. & Xu, X.M. & Zhang, Y.R., 2014. "Transport energy consumption and saving in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 641-655.
    11. Axsen, Jonn & Kurani, Kenneth S. & McCarthy, Ryan & Yang, Christopher, 2011. "Plug-in hybrid vehicle GHG impacts in California: Integrating consumer-informed recharge profiles with an electricity-dispatch model," Energy Policy, Elsevier, vol. 39(3), pages 1617-1629, March.
    12. Chua, K.J. & Yang, W.M. & Er, S.S. & Ho, C.A., 2014. "Sustainable energy systems for a remote island community," Applied Energy, Elsevier, vol. 113(C), pages 1752-1763.
    13. anonymous, 2014. "Noteworthy: energy, health insurance, federal taxes," Southwest Economy, Federal Reserve Bank of Dallas, issue Q1, pages 14-14.
    14. AfDB AfDB, . "Annual Report 2012," Annual Report, African Development Bank, number 461.
    15. Li, J.S. & Chen, G.Q. & Wu, X.F. & Hayat, T. & Alsaedi, A. & Ahmad, B., 2014. "Embodied energy assessment for Macao׳s external trade," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 642-653.
    16. Wang, Qiang, 2014. "Effects of urbanisation on energy consumption in China," Energy Policy, Elsevier, vol. 65(C), pages 332-339.
    17. Shiau, Ching-Shin Norman & Samaras, Constantine & Hauffe, Richard & Michalek, Jeremy J., 2009. "Impact of battery weight and charging patterns on the economic and environmental benefits of plug-in hybrid vehicles," Energy Policy, Elsevier, vol. 37(7), pages 2653-2663, July.
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    8. Bedir, Abdulkadir, 2015. "Integrating Plug-in Electric Vehicles into California’s Grid System: Policy Entrepreneurship and Technical Challenges," Institute of Transportation Studies, Working Paper Series qt48w9z0jr, Institute of Transportation Studies, UC Davis.
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