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Modeling real-world fuel consumption and carbon dioxide emissions with high resolution for light-duty passenger vehicles in a traffic populated city

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  • Zhang, Shaojun
  • Wu, Ye
  • Un, Puikei
  • Fu, Lixin
  • Hao, Jiming

Abstract

Modeling fuel consumption of light-duty passenger vehicles has created substantial concerns due to the uncertainty from real-world operating conditions. Macao is world-renowned for its tourism industry and high population density. An empirical model is developed to estimate real-world fuel consumption and carbon dioxide emissions for gasoline-powered light-duty passenger vehicles in Macao by considering local fleet configuration and operating conditions. Thanks to increasingly stringent fuel consumption limits in vehicle manufacturing countries, estimated type-approval fuel consumption for light-duty passenger vehicles in Macao by model year was reduced from 7.4 L/100 km in 1995 to 5.9 L/100 km in 2012, although a significant upsizing trend has considerably offset potential energy-saving benefit. However, lower driving speed and the air-conditioning usage tend to raise fleet-average fuel consumption and carbon dioxide emission factors, which are estimated to be 10.1 L/100 km and 240 g/km in 2010. Fleet-total fuel consumption and carbon dioxide emissions are modeled through registered vehicle population-based and link-level traffic demand approaches and the results satisfactorily coincide with the historical record of fuel sales in Macao. Temporal and spatial variations in fuel consumption and carbon dioxide emissions from light-duty passenger vehicles further highlight the importance of effective traffic management in congested areas of Macao.

Suggested Citation

  • Zhang, Shaojun & Wu, Ye & Un, Puikei & Fu, Lixin & Hao, Jiming, 2016. "Modeling real-world fuel consumption and carbon dioxide emissions with high resolution for light-duty passenger vehicles in a traffic populated city," Energy, Elsevier, vol. 113(C), pages 461-471.
    • Handle: RePEc:eee:energy:v:113:y:2016:i:c:p:461-471
    DOI: 10.1016/j.energy.2016.07.067
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    References listed on IDEAS

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    1. Zhang, Shaojun & Wu, Ye & Liu, Huan & Huang, Ruikun & Un, Puikei & Zhou, Yu & Fu, Lixin & Hao, Jiming, 2014. "Real-world fuel consumption and CO2 (carbon dioxide) emissions by driving conditions for light-duty passenger vehicles in China," Energy, Elsevier, vol. 69(C), pages 247-257.
    2. Zhang, Shaojun & Wu, Ye & Liu, Huan & Huang, Ruikun & Yang, Liuhanzi & Li, Zhenhua & Fu, Lixin & Hao, Jiming, 2014. "Real-world fuel consumption and CO2 emissions of urban public buses in Beijing," Applied Energy, Elsevier, vol. 113(C), pages 1645-1655.
    3. Dimitrova, Zlatina & Maréchal, François, 2015. "Techno-economic design of hybrid electric vehicles using multi objective optimization techniques," Energy, Elsevier, vol. 91(C), pages 630-644.
    4. Ntziachristos, L. & Mellios, G. & Tsokolis, D. & Keller, M. & Hausberger, S. & Ligterink, N.E. & Dilara, P., 2014. "In-use vs. type-approval fuel consumption of current passenger cars in Europe," Energy Policy, Elsevier, vol. 67(C), pages 403-411.
    5. Wang, Renjie & Wu, Ye & Ke, Wenwei & Zhang, Shaojun & Zhou, Boya & Hao, Jiming, 2015. "Can propulsion and fuel diversity for the bus fleet achieve the win–win strategy of energy conservation and environmental protection?," Applied Energy, Elsevier, vol. 147(C), pages 92-103.
    6. Ajanovic, Amela & Schipper, Lee & Haas, Reinhard, 2012. "The impact of more efficient but larger new passenger cars on energy consumption in EU-15 countries," Energy, Elsevier, vol. 48(1), pages 346-355.
    7. Zhang, Shaojun & Wu, Ye & Hu, Jingnan & Huang, Ruikun & Zhou, Yu & Bao, Xiaofeng & Fu, Lixin & Hao, Jiming, 2014. "Can Euro V heavy-duty diesel engines, diesel hybrid and alternative fuel technologies mitigate NOX emissions? New evidence from on-road tests of buses in China," Applied Energy, Elsevier, vol. 132(C), pages 118-126.
    8. Martin, Niall P.D. & Bishop, Justin D.K. & Choudhary, Ruchi & Boies, Adam M., 2015. "Can UK passenger vehicles be designed to meet 2020 emissions targets? A novel methodology to forecast fuel consumption with uncertainty analysis," Applied Energy, Elsevier, vol. 157(C), pages 929-939.
    9. Zhou, Boya & Wu, Ye & Zhou, Bin & Wang, Renjie & Ke, Wenwei & Zhang, Shaojun & Hao, Jiming, 2016. "Real-world performance of battery electric buses and their life-cycle benefits with respect to energy consumption and carbon dioxide emissions," Energy, Elsevier, vol. 96(C), pages 603-613.
    10. Wagner, David Vance & An, Feng & Wang, Cheng, 2009. "Structure and impacts of fuel economy standards for passenger cars in China," Energy Policy, Elsevier, vol. 37(10), pages 3803-3811, October.
    11. González Palencia, Juan C. & Sakamaki, Tsukasa & Araki, Mikiya & Shiga, Seiichi, 2015. "Impact of powertrain electrification, vehicle size reduction and lightweight materials substitution on energy use, CO2 emissions and cost of a passenger light-duty vehicle fleet," Energy, Elsevier, vol. 93(P2), pages 1489-1504.
    12. Lai, T.M. & To, W.M. & Lo, W.C. & Choy, Y.S. & Lam, K.H., 2011. "The causal relationship between electricity consumption and economic growth in a Gaming and Tourism Center: The case of Macao SAR, the People’s Republic of China," Energy, Elsevier, vol. 36(2), pages 1134-1142.
    13. Wu, Ye & Yang, Zhengdong & Lin, Bohong & Liu, Huan & Wang, Renjie & Zhou, Boya & Hao, Jiming, 2012. "Energy consumption and CO2 emission impacts of vehicle electrification in three developed regions of China," Energy Policy, Elsevier, vol. 48(C), pages 537-550.
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