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Consumption estimation method for battery-electric buses using general line characteristics and temperature

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  • Szilassy, Péter Ákos
  • Földes, Dávid

Abstract

Though the battery capacity is increasing, in day-to-day operation, battery-electric buses (BEB) are still not able to replace buses with combustion engine one by one. Determining the best option to purchase or the daily operation of a BEB requires consumption estimation. Generally, the consumption is calculated using real data from test runs; however, testing an electric bus has a high cost. Without preliminary data collection, estimating the consumption is a barely studied area. The paper aims to elaborate a consumption estimation method applied in a data-deficient and inexperienced environment using general route characteristics. The consumptions of the drivetrain and auxiliary system are calculated considering uncertainties affecting fluctuations, such as ambient temperature, topography, stop spacing, and passenger load.

Suggested Citation

  • Szilassy, Péter Ákos & Földes, Dávid, 2022. "Consumption estimation method for battery-electric buses using general line characteristics and temperature," Energy, Elsevier, vol. 261(PA).
    • Handle: RePEc:eee:energy:v:261:y:2022:i:pa:s0360544222019752
    DOI: 10.1016/j.energy.2022.125080
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    References listed on IDEAS

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    1. Jari Vepsäläinen & Antti Ritari & Antti Lajunen & Klaus Kivekäs & Kari Tammi, 2018. "Energy Uncertainty Analysis of Electric Buses," Energies, MDPI, vol. 11(12), pages 1-29, November.
    2. Basma, Hussein & Mansour, Charbel & Haddad, Marc & Nemer, Maroun & Stabat, Pascal, 2020. "Comprehensive energy modeling methodology for battery electric buses," Energy, Elsevier, vol. 207(C).
    3. Qian Qiu & Jun Li & Hongru Yu, 2013. "Operational Planning of Electric Bus Considering Battery State of Charge," Springer Books, in: Feng Chen & Yisheng Liu & Guowei Hua (ed.), Ltlgb 2012, edition 127, chapter 0, pages 243-249, Springer.
    4. He, Hongwen & Yan, Mei & Sun, Chao & Peng, Jiankun & Li, Menglin & Jia, Hui, 2018. "Predictive air-conditioner control for electric buses with passenger amount variation forecast☆," Applied Energy, Elsevier, vol. 227(C), pages 249-261.
    5. Xinfu Song & Gang Liang & Changzu Li & Weiwei Chen, 2019. "Electricity Consumption Prediction for Xinjiang Electric Energy Replacement," Mathematical Problems in Engineering, Hindawi, vol. 2019, pages 1-11, March.
    6. García, Antonio & Monsalve-Serrano, Javier & Lago Sari, Rafael & Tripathi, Shashwat, 2022. "Life cycle CO₂ footprint reduction comparison of hybrid and electric buses for bus transit networks," Applied Energy, Elsevier, vol. 308(C).
    7. Bálint Csonka, 2021. "Optimization of Static and Dynamic Charging Infrastructure for Electric Buses," Energies, MDPI, vol. 14(12), pages 1-18, June.
    8. Fischer, Michael & Werber, Mathew & Schwartz, Peter V., 2009. "Batteries: Higher energy density than gasoline?," Energy Policy, Elsevier, vol. 37(7), pages 2639-2641, July.
    9. 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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