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Battery Electric Bus Network: Efficient Design and Cost Comparison of Different Powertrains

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  • Orlando Barraza

    (Barcelona Innovative Transportation Research Group, Barcelona School of Civil Engineering, Universitat Politècnica de Catalunya, 08034 Barcelona, Spain)

  • Miquel Estrada

    (Barcelona Innovative Transportation Research Group, Barcelona School of Civil Engineering, Universitat Politècnica de Catalunya, 08034 Barcelona, Spain)

Abstract

Recent advances in the electromobility of bus fleets improve transit service sustainability but require the development of vehicle recharging facilities. The paper defines a methodology to design an efficient transit network operated by battery electric buses in cities with grid-shaped road network, based on continuous approximations. An analytical model defines the optimal network configuration that minimizes the agency cost, the monetization of emissions and the travel time of transit users. The analytical model allows the comparison of total cost, emissions and bus performance to other fuel powertrains. The methodology is tested in Guadalajara (Mexico) to propose an alternative bus configuration, outperforming the current bus service and reducing the agency cost and environmental impact. The analytical model justifies the network rationalization in fewer routes to reduce the total cost of the system. The deployment of standard battery electric buses with opportunity charging scheme obtains the lowest total cost of the system.

Suggested Citation

  • Orlando Barraza & Miquel Estrada, 2021. "Battery Electric Bus Network: Efficient Design and Cost Comparison of Different Powertrains," Sustainability, MDPI, vol. 13(9), pages 1-28, April.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:9:p:4745-:d:542019
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    References listed on IDEAS

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    1. Zhao, Fang & Zeng, Xiaogang, 2008. "Optimization of transit route network, vehicle headways and timetables for large-scale transit networks," European Journal of Operational Research, Elsevier, vol. 186(2), pages 841-855, April.
    2. T. L. Magnanti & R. T. Wong, 1984. "Network Design and Transportation Planning: Models and Algorithms," Transportation Science, INFORMS, vol. 18(1), pages 1-55, February.
    3. Correa, G. & Muñoz, P.M. & Rodriguez, C.R., 2019. "A comparative energy and environmental analysis of a diesel, hybrid, hydrogen and electric urban bus," Energy, Elsevier, vol. 187(C).
    4. Estrada, M. & Roca-Riu, M. & Badia, H. & Robusté, F. & Daganzo, C.F., 2011. "Design and implementation of efficient transit networks: Procedure, case study and validity test," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(9), pages 935-950, November.
    5. Shefang Wang & Chaoru Lu & Chenhui Liu & Yue Zhou & Jun Bi & Xiaomei Zhao, 2020. "Understanding the Energy Consumption of Battery Electric Buses in Urban Public Transport Systems," Sustainability, MDPI, vol. 12(23), pages 1-12, November.
    6. 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.
    7. Yiming Bie & Mingjie Hao & Mengzhu Guo, 2021. "Optimal Electric Bus Scheduling Based on the Combination of All-Stop and Short-Turning Strategies," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    8. Badia, Hugo & Estrada, Miquel & Robusté, Francesc, 2014. "Competitive transit network design in cities with radial street patterns," Transportation Research Part B: Methodological, Elsevier, vol. 59(C), pages 161-181.
    9. Daganzo, Carlos F., 2010. "Structure of competitive transit networks," Transportation Research Part B: Methodological, Elsevier, vol. 44(4), pages 434-446, May.
    10. G. F. Newell, 1979. "Some Issues Relating to the Optimal Design of Bus Routes," Transportation Science, INFORMS, vol. 13(1), pages 20-35, February.
    11. Nansai, Keisuke & Tohno, Susumu & Kono, Motoki & Kasahara, Mikio & Moriguchi, Yuichi, 2001. "Life-cycle analysis of charging infrastructure for electric vehicles," Applied Energy, Elsevier, vol. 70(3), pages 251-265, November.
    12. Ibarra-Rojas, O.J. & Delgado, F. & Giesen, R. & Muñoz, J.C., 2015. "Planning, operation, and control of bus transport systems: A literature review," Transportation Research Part B: Methodological, Elsevier, vol. 77(C), pages 38-75.
    13. Badia, Hugo & Estrada, Miquel & Robusté, Francesc, 2016. "Bus network structure and mobility pattern: A monocentric analytical approach on a grid street layout," Transportation Research Part B: Methodological, Elsevier, vol. 93(PA), pages 37-56.
    14. Cheng, Han & Mao, Chao & Madanat, Samer & Horvath, Arpad, 2018. "Minimizing the total costs of urban transit systems can reduce greenhouse gas emissions: The case of San Francisco," Transport Policy, Elsevier, vol. 66(C), pages 40-48.
    15. Ceder, Avishai & Wilson, Nigel H. M., 1986. "Bus network design," Transportation Research Part B: Methodological, Elsevier, vol. 20(4), pages 331-344, August.
    16. Chen, Haoyu & Gu, Weihua & Cassidy, Michael J. & Daganzo, Carlos F., 2015. "Optimal transit service atop ring-radial and grid street networks: A continuum approximation design method and comparisons," Transportation Research Part B: Methodological, Elsevier, vol. 81(P3), pages 755-774.
    17. Neil Quarles & Kara M. Kockelman & Moataz Mohamed, 2020. "Costs and Benefits of Electrifying and Automating Bus Transit Fleets," Sustainability, MDPI, vol. 12(10), pages 1-15, May.
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    Cited by:

    1. Hanhee Kim & Niklas Hartmann & Maxime Zeller & Renato Luise & Tamer Soylu, 2021. "Comparative TCO Analysis of Battery Electric and Hydrogen Fuel Cell Buses for Public Transport System in Small to Midsize Cities," Energies, MDPI, vol. 14(14), pages 1-31, July.
    2. Xudong Diao & Ai Gao & Xin Jin & Hui Chen, 2022. "A Layer-Based Relaxation Approach for Service Network Design," Sustainability, MDPI, vol. 14(20), pages 1-13, October.
    3. Mena ElMenshawy & Ahmed Massoud, 2022. "Medium-Voltage DC-DC Converter Topologies for Electric Bus Fast Charging Stations: State-of-the-Art Review," Energies, MDPI, vol. 15(15), pages 1-20, July.
    4. Mohammed Mahedi Hasan & Nikos Avramis & Mikaela Ranta & Andoni Saez-de-Ibarra & Mohamed El Baghdadi & Omar Hegazy, 2021. "Multi-Objective Energy Management and Charging Strategy for Electric Bus Fleets in Cities Using Various ECO Strategies," Sustainability, MDPI, vol. 13(14), pages 1-42, July.
    5. Nir Sharav & Yoram Shiftan, 2021. "Optimal Urban Transit Investment Model and Its Application," Sustainability, MDPI, vol. 13(16), pages 1-29, August.

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