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A Comprehensive Emissions Model Combining Autonomous Vehicles with Park and Ride and Electric Vehicle Transportation Policies

Author

Listed:
  • Mohammed Obaid

    (Department of Automotive Technologies, Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics, Műegyetem rkp, 3 1111 Budapest, Hungary)

  • Arpad Torok

    (Department of Automotive Technologies, Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics, Műegyetem rkp, 3 1111 Budapest, Hungary)

  • Jairo Ortega

    (Department of Transport Technology and Economics, Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics, Műegyetem rkp, 3 1111 Budapest, Hungary)

Abstract

Several transport policies reduce pollution levels caused by private vehicles by introducing autonomous or electric vehicles and encouraging mode shift from private to public transport through park and ride (P&R) facilities. However, combining the policies of introducing autonomous vehicles with the implementation of electric vehicles and using the P&R system could amplify the decrease of transport sector emissions. The COPERT software has been used to calculate the emissions. This article aims to study these policies and determine which combinations can better reduce pollution. The result shows that each combination of autonomous vehicles reduces pollution to different degrees. In conclusion, the shift to more sustainable transport modes through autonomous electric vehicles and P&R systems reduces pollution in the urban environment to a higher percentage. In contrast, the combination of autonomous vehicles has lower emission reduction but is easier to implement with the currently available infrastructure.

Suggested Citation

  • Mohammed Obaid & Arpad Torok & Jairo Ortega, 2021. "A Comprehensive Emissions Model Combining Autonomous Vehicles with Park and Ride and Electric Vehicle Transportation Policies," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:4653-:d:541007
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    as
    1. Bilal Farhan & Alan Murray, 2006. "Distance decay and coverage in facility location planning," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 279-295, June.
    2. Michał Adamczak & Adrianna Toboła & Jadwiga Fijałkowska & Piotr Cyplik & Maciej Tórz, 2020. "Analysis of Incentives to Eco-Driving for Car Rental Companies’ Customers," Sustainability, MDPI, vol. 12(24), pages 1-20, December.
    3. Ke, Wenwei & Zhang, Shaojun & He, Xiaoyi & Wu, Ye & Hao, Jiming, 2017. "Well-to-wheels energy consumption and emissions of electric vehicles: Mid-term implications from real-world features and air pollution control progress," Applied Energy, Elsevier, vol. 188(C), pages 367-377.
    4. Xiaojian Hu & Nuo Chen & Nan Wu & Bicheng Yin, 2021. "The Potential Impacts of Electric Vehicles on Urban Air Quality in Shanghai City," Sustainability, MDPI, vol. 13(2), pages 1-12, January.
    5. Jochem, Patrick & Babrowski, Sonja & Fichtner, Wolf, 2015. "Assessing CO2 emissions of electric vehicles in Germany in 2030," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 68-83.
    6. Joana Cavadas & António Pais Antunes, 2019. "Optimization-based study of the location of park-and-ride facilities," Transportation Planning and Technology, Taylor & Francis Journals, vol. 42(3), pages 201-226, April.
    7. Jairo Ortega & Sarbast Moslem & János Tóth & Tamás Péter & Juan Palaguachi & Mario Paguay, 2020. "Using Best Worst Method for Sustainable Park and Ride Facility Location," Sustainability, MDPI, vol. 12(23), pages 1-18, December.
    8. Bosheng Rong & Hui Zhao & Shaohua Cui & Cuiping Zhang, 2018. "Continuum Dynamic Traffic Assignment Model for Autonomous Vehicles in a Polycentric Urban City with Environmental Consideration," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-15, November.
    9. Orsi, Francesco & Muratori, Matteo & Rocco, Matteo & Colombo, Emanuela & Rizzoni, Giorgio, 2016. "A multi-dimensional well-to-wheels analysis of passenger vehicles in different regions: Primary energy consumption, CO2 emissions, and economic cost," Applied Energy, Elsevier, vol. 169(C), pages 197-209.
    10. Iacobucci, Riccardo & McLellan, Benjamin & Tezuka, Tetsuo, 2018. "Modeling shared autonomous electric vehicles: Potential for transport and power grid integration," Energy, Elsevier, vol. 158(C), pages 148-163.
    11. Mingardo, Giuliano, 2013. "Transport and environmental effects of rail-based Park and Ride: evidence from the Netherlands," Journal of Transport Geography, Elsevier, vol. 30(C), pages 7-16.
    12. Sivak, Michael & Schoettle, Brandon, 2012. "Eco-driving: Strategic, tactical, and operational decisions of the driver that influence vehicle fuel economy," Transport Policy, Elsevier, vol. 22(C), pages 96-99.
    13. Alam, Md. Saniul & Hyde, Bernard & Duffy, Paul & McNabola, Aonghus, 2017. "Assessment of pathways to reduce CO2 emissions from passenger car fleets: Case study in Ireland," Applied Energy, Elsevier, vol. 189(C), pages 283-300.
    14. Huang, Yuhan & Hong, Guang & Huang, Ronghua, 2015. "Investigation to charge cooling effect and combustion characteristics of ethanol direct injection in a gasoline port injection engine," Applied Energy, Elsevier, vol. 160(C), pages 244-254.
    15. Kimpton, Anthony & Pojani, Dorina & Sipe, Neil & Corcoran, Jonathan, 2020. "Parking Behavior: Park ‘n’ Ride (PnR) to encourage multimodalism in Brisbane," Land Use Policy, Elsevier, vol. 91(C).
    16. Zhen, Xudong & Wang, Yang, 2015. "An overview of methanol as an internal combustion engine fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 477-493.
    17. Ahmad Alkharabsheh & Sarbast Moslem & Laila Oubahman & Szabolcs Duleba, 2021. "An Integrated Approach of Multi-Criteria Decision-Making and Grey Theory for Evaluating Urban Public Transportation Systems," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    18. Duncan, Michael & Christensen, Robert K., 2013. "An analysis of park-and-ride provision at light rail stations across the US," Transport Policy, Elsevier, vol. 25(C), pages 148-157.
    19. Huang, Yuhan & Ng, Elvin C.Y. & Zhou, John L. & Surawski, Nic C. & Chan, Edward F.C. & Hong, Guang, 2018. "Eco-driving technology for sustainable road transport: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 596-609.
    20. Joana Cavadas & António Pais Antunes, 2019. "An optimization model for integrated transit-parking policy planning," Transportation, Springer, vol. 46(5), pages 1867-1891, October.
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    Cited by:

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    2. Maksymilian Mądziel, 2023. "Vehicle Emission Models and Traffic Simulators: A Review," Energies, MDPI, vol. 16(9), pages 1-31, May.
    3. Muhammad Shahzad Sardar & Nabila Asghar & Mubbasher Munir & Reda Alhajj & Hafeez ur Rehman, 2022. "Moderation of Services’ EKC through Transportation Competitiveness: PQR Model in Global Prospective," IJERPH, MDPI, vol. 20(1), pages 1-17, December.
    4. Isam Mashhour Al Jawarneh & Luca Foschini & Paolo Bellavista, 2023. "Efficient Integration of Heterogeneous Mobility-Pollution Big Data for Joint Analytics at Scale with QoS Guarantees," Future Internet, MDPI, vol. 15(8), pages 1-28, August.
    5. Abebe Dress Beza & Mohammad Maghrour Zefreh & Adam Torok, 2022. "Impacts of Different Types of Automated Vehicles on Traffic Flow Characteristics and Emissions: A Microscopic Traffic Simulation of Different Freeway Segments," Energies, MDPI, vol. 15(18), pages 1-19, September.

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