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Automotive Electrification Challenges Shown by Real-World Driving Data and Lifecycle Assessment

Author

Listed:
  • Michael Neidhardt

    (Mercedes-Benz AG, Bela-Barenyi-Straße, 71059 Sindelfingen, Germany
    Chair of Electric Mobility and Energy Storage Systems, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany
    These authors contributed equally to this work.)

  • Jordi Mas-Peiro

    (Mercedes-Benz AG, Bela-Barenyi-Straße, 71059 Sindelfingen, Germany
    Chemical Engineering and Material Science Department, IQS School of Engineering, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain
    These authors contributed equally to this work.)

  • Antonia Schneck

    (Mercedes-Benz AG, Bela-Barenyi-Straße, 71059 Sindelfingen, Germany)

  • Josep O. Pou

    (Chemical Engineering and Material Science Department, IQS School of Engineering, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain)

  • Rafael Gonzalez-Olmos

    (Chemical Engineering and Material Science Department, IQS School of Engineering, Universitat Ramon Llull, Via Augusta 390, 08017 Barcelona, Spain)

  • Arno Kwade

    (Institute for Particle Technology, University of Braunschweig, Volkmaroder Str. 5, 38104 Braunschweig, Germany)

  • Benedikt Schmuelling

    (Chair of Electric Mobility and Energy Storage Systems, University of Wuppertal, Rainer-Gruenter-Str. 21, 42119 Wuppertal, Germany)

Abstract

Electric mobility is considered a solution to reduce carbon emissions. We expanded a lifecycle assessment with data on technical limitations and driving habits (based on real-world data) in order to identify the environmentally optimal drivetrain for each individual driving behavior with current and projected technologies, focusing on CO 2 emissions. By combining all data, an environmentally optimal European drivetrain mix is calculated, which is dominated by fuel-cell electric vehicles (50% in 2020, 47% in 2030), followed by plug-in hybrid-electric vehicles (37%, 40%), battery-electric vehicles (BEV) (5%, 12%), and Diesel vehicles (2%, 1%). Driving behavior defines the most environmental drivetrain and the coexistence of different drivetrains is currently still necessary. Such information is crucial to identify limitations and unmet technological needs for full electrification. If range is not considered a limitation, the environmentally optimal drivetrain mix is dominated by BEVs (71%, 75%), followed by fuel cell electric vehicles (25%, 19%) and plug-in electric vehicles (4%, 6%). This confirms the potential environmental benefits of BEVs for current and future transportation. Developments in battery energy density, charging, and sustainable production, as well as a change in driving behavior, will be crucial to make BEVs the environmentally optimal drivetrain choice.

Suggested Citation

  • Michael Neidhardt & Jordi Mas-Peiro & Antonia Schneck & Josep O. Pou & Rafael Gonzalez-Olmos & Arno Kwade & Benedikt Schmuelling, 2022. "Automotive Electrification Challenges Shown by Real-World Driving Data and Lifecycle Assessment," Sustainability, MDPI, vol. 14(23), pages 1-19, November.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:23:p:15972-:d:988894
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    References listed on IDEAS

    as
    1. Mario Martín-Gamboa & Paula Quinteiro & Ana Cláudia Dias & Diego Iribarren, 2021. "Comparative Social Life Cycle Assessment of Two Biomass-to-Electricity Systems," IJERPH, MDPI, vol. 18(9), pages 1-15, May.
    2. Kamilė Petrauskienė & Arvydas Galinis & Daina Kliaugaitė & Jolanta Dvarionienė, 2021. "Comparative Environmental Life Cycle and Cost Assessment of Electric, Hybrid, and Conventional Vehicles in Lithuania," Sustainability, MDPI, vol. 13(2), pages 1-17, January.
    3. Woongchul Choi, 2020. "A Study on State of Charge and State of Health Estimation in Consideration of Lithium-Ion Battery Aging," Sustainability, MDPI, vol. 12(24), pages 1-11, December.
    4. Sacchi, R. & Bauer, C. & Cox, B. & Mutel, C., 2022. "When, where and how can the electrification of passenger cars reduce greenhouse gas emissions?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    5. Joon Moon & Young Joo Kim & Taesu Cheong & Sang Hwa Song, 2020. "Locating Battery Swapping Stations for a Smart e-Bus System," Sustainability, MDPI, vol. 12(3), pages 1-21, February.
    6. Binbin Sun & Tianqi Gu & Mengxue Xie & Pengwei Wang & Song Gao & Xi Zhang, 2022. "Strategy Design and Performance Analysis of an Electromechanical Flywheel Hybrid Scheme for Electric Vehicles," Sustainability, MDPI, vol. 14(17), pages 1-17, September.
    7. Christoph Buchal & Hans-Dieter Karl & Hans-Werner Sinn, 2019. "Kohlemotoren, Windmotoren und Dieselmotoren: Was zeigt die CO2-Bilanz?," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 72(08), pages 40-54, April.
    8. Archsmith, James & Kendall, Alissa & Rapson, David, 2015. "From Cradle to Junkyard: Assessing the Life Cycle Greenhouse Gas Benefits of Electric Vehicles," Research in Transportation Economics, Elsevier, vol. 52(C), pages 72-90.
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