Well-to-wheels scenarios for 2050 carbon-neutral road transport in the EU
Open accessAbstract
The present study explores net carbon-neutral road transport options in the EU27 in 2050 from a well-to-wheel (WtW) perspective. To this aim, three scenarios have been developed regarding the evolution of the road vehicle fleet composition in terms of the degree of electrification of powertrains, and technical measures such as vehicle efficiency improvements, transport flow, and transport volumes have been considered. The fleet scenarios are further combined with four scenarios deploying different mixes of alternative fuels in 2050, including electricity, e-fuels, liquid/gaseous advanced biofuels and remaining fossil fuel components. Two different electricity production pathways are considered, as well, one of them assuming fully renewable electricity production, and an alternative one including residual shares of nuclear and natural gas power plants plus carbon capture and storage. The Joint Research Centre's DIONE model was used for the scenario calculations. From a tank-to-wheel (TtW) perspective, each scenario reduces energy consumption, mainly due to powertrain electrification, with EU27 TtW road vehicle energy consumption in 2050 ranging from roughly 650 to 1650 TWh, which is 20%–53% of that of 2019. For the most strongly electrified fleet scenario with optimistic assumptions on measures to improve vehicle efficiency, transport flow and transport volumes and renewable electricity production, well-to-tank (WtT) energy consumption is around 110–160 TWh, depending on the fuel scenario. If a moderately electrified fleet is propelled with e-fuels, even when assuming fully renewable electricity and optimistic measures, the WtT energy consumption increases ten times or more, to 1300 TWh (2150 TWh with pessimistic measures). The results show that fleet electrification is the strongest lever for WtW transport energy consumption reduction among the options considered. Other efficiency measures contribute significantly to energy savings, but their benefit decreases with increasing fleet electrification. The production pathways of fuels make a substantial difference for WtW fleet energy requirement if the fleet is moderately electrified, in which case e-fuels require significant amounts of additional renewable electricity. Nevertheless, fuel production pathways become irrelevant from an energetic point of view under very ambitious electrification scenarios since fuel volumes become marginal. The economic feasibility and the societal acceptability of different pathways towards WtW carbon-neutrality of road transport is out of scope of this paper and requires further investigation.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Liquid biofuels primarily serve as substitutes for conventional petroleum-derived fuels within the transportation sector, an area critically dependent on liquid hydrocarbons for over 90% of its energy needs and responsible for approximately 25% of global energy-related CO2 emissions.
“Liquid biofuels primarily serve as substitutes for conventional petroleum-derived fuels within the transportation sector [12,38], an area critically dependent on liquid hydrocarbons for over 90% of its energy needs [17] and responsible for approximately 25% of global energy-related CO 2 emissions [13].”
From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [38]
Cites
EU road vehicle energy consumption and CO2 emissions by 2050—Expert-based scenarios
Krause, J., Thiel, C., Tsokolis, D., Samaras, Z., Rota, C., Ward, A., Prenninger, P., Coosemans, T., Neugebauer, S., & Verhoeve, W. (2020) · Energy Policy · doi:10.1016/j.enpol.2019.111224 · Cited by 175 · see citing works
Self-citationLife-cycle assessment and temporal distributions of emissions: developing a fleet-based analysis
Field, F., Kirchain, R., & Clark, J. (2000) · Journal of Industrial Ecology · doi:10.1162/108819800569816 · Cited by 110 · see citing works
Weiss, M., Zerfass, A., & Helmers, E. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.12.019 · Cited by 109 · see citing works
Joshi, A., Sharma, R. S., & Baral, B. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.134407 · Cited by 102 · see citing works
Literature review on life cycle assessment of transportation alternative fuels
Liu, F., Shafique, M., & Luo, X. (2023) · Environmental Technology & Innovation · doi:10.1016/j.eti.2023.103343 · Cited by 99 · see citing works
Viebahn, P., Scholz, A., & Zelt, O. (2019) · Energies · doi:10.3390/en12183443 · Cited by 91 · see citing works
Kalverkamp, M., Helmers, E., & Pehlken, A. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.121329 · Cited by 80 · see citing works
Garcia, R., & Freire, F. M. C. S. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.05.145 · Cited by 73 · see citing works
Küçükvar, M., Onat, N. C., KUTTY, A. A. K. A., Abdella, G. M., Bulak, M. E., Ansari, F., & Kumbaroğlu, G. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.130291 · Cited by 68 · see citing works
Quantifying the real-world CO2 emissions and energy consumption of modern plug-in hybrid vehicles
Tansini, A., Pavlovic, J., & Fontaras, G. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.132191 · Cited by 57 · see citing works
Self-citationReview of life cycle assessment for automobiles: A meta-analysis-based approach
Oda, H., Noguchi, H., & Fuse, M. (2022) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2022.112214 · Cited by 56 · see citing works
Transport electrification: the effect of recent battery cost reduction on future emission scenarios
Edelenbosch, O. Y., Hof, A. F., Nykvist, B., Girod, B., & van Vuuren, D. P. (2018) · Climatic Change · doi:10.1007/s10584-018-2250-y · Cited by 52 · see citing works
Environmental assessment of road transport fueled by ammonia from a life cycle perspective
Boero, A., Mercier, A., Mounaïm–Rousselle, C., Valera-Medina, A., & Ramirez, A. D. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.136150 · Cited by 45 · see citing works
Prospective life cycle assessment of alternatively fueled heavy-duty trucks
van den Oever, A. E. M., Costa, D., & Messagie, M. (2023) · Applied Energy · doi:10.1016/j.apenergy.2023.120834 · Cited by 43 · see citing works
Vilchez, J. J. G., Julea, A., Peduzzi, E., Pisoni, E., Krause, J., Siskos, P., & Thiel, C. (2019) · European Transport Research Review · doi:10.1186/s12544-019-0377-1 · Cited by 35 · see citing works
Self-citationFuel cell hybrid vehicles and their role in the decarbonisation of road transport
Álvarez, R., & Perez-Dávila, O. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.130902 · Cited by 28 · see citing works
Puricelli, S., Costa, D., Rigamonti, L., Cardellini, G., Casadei, S., Koroma, M. S., Messagie, M., & Grosso, M. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.134535 · Cited by 25 · see citing works
Modelling Electro-mobility: An Integrated Modelling Platform for Assessing European Policies
Thiel, C., Drossinos, Y., Krause, J., Harrison, G., Gkatzoflias, D., & Donati, A. V. (2016) · Transportation research procedia · doi:10.1016/j.trpro.2016.05.341 · Cited by 24 · see citing works
Self-citationTransitions and Impacts of Passenger Car Powertrain Technologies in European Member States
Harrison, G., Krause, J., & Thiel, C. (2016) · Transportation research procedia · doi:10.1016/j.trpro.2016.05.418 · Cited by 11 · see citing works
Self-citation
Flagged first, then by citations
1 of the 20 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions
Yılbaşı, Z. (2025) · Sustainability · doi:10.3390/su17136145 · Cited by 41 · see citing works
Lee, J. H., Son, C. Y., Han, S., Han, S., Kim, P. J., Lee, D., Lee, D., Ryu, W., & Choi, J. (2024) · Chemical Engineering Journal · doi:10.1016/j.cej.2024.158271 · Cited by 38 · see citing works
Energy Efficiency in Buildings: Toward Climate Neutrality
Babiarz, B., Krawczyk, D. A., Siuta-Olcha, A., Manuel, C. D., Jaworski, A., Barnat, E., Cholewa, T., Sadowska, B., Bocian, M., Gnieciak, M., et al. (2024) · Energies · doi:10.3390/en17184680 · Cited by 34 · see citing works
Henke, I., Cartenì, A., Beatrice, C., Domenico, D. D., Marzano, V., Patella, S. M., Picone, M., Tocchi, D., & Cascetta, E. (2024) · Transport Policy · doi:10.1016/j.tranpol.2024.10.002 · Cited by 32 · see citing works
Bellis, V. D., Piras, M., Bozza, F., Malfi, E., Novella, R., Gómez-Soriano, J., & Olcina-Girona, M. (2024) · Energy Conversion and Management · doi:10.1016/j.enconman.2024.118395 · Cited by 29 · see citing works
Thermo-Diffusive Flame Speed Adjustment and its Application to Hydrogen Engines
Hernandez, I., d’Auzay, C. T., Penning, R., Shapiro, E., & Hughes, J. (2023) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2023-01-0197 · Cited by 23 · see citing works
Carbon Footprint of Electric Vehicles—Review of Methodologies and Determinants
Burchart-Korol, D., & Przytuła, I. (2024) · Energies · doi:10.3390/en17225667 · Cited by 17 · see citing works
Yeo, Y., Yoo, T., Yoo, S. J., & Ahn, Y.-H. (2025) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2025.144809 · Cited by 16 · see citing works
Pavlovic, J., Tansini, A., Suarez, J., & Fontaras, G. (2024) · Energy Conversion and Management X · doi:10.1016/j.ecmx.2024.100776 · Cited by 14 · see citing works
Self-citationComparing feasibility of low-carbon heavy-duty road freight vehicles
Rajalehto, C., & Helo, P. (2025) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2025.145524 · Cited by 13 · see citing works
Advancing maritime decarbonisation: Design and optimisation of ammonia-fuelled propulsion systems
Zhang, Y., Chen, P., Wu, D., Hao, X., Tao, Y., & Cairns, A. (2025) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2025.147145 · Cited by 12 · see citing works
The Management of Harmful Emissions from Heavy-Duty Transport Towards Sustainable Development
Stryhunivska, O., Zwolińska, B., & Giel, R. (2024) · Sustainability · doi:10.3390/su162410988 · Cited by 8 · see citing works
Roure, R., Gastineau, P., Lorne, D., Boissonnet, G., Legrand, J., & Axelos, M. (2025) · Renewable Energy · doi:10.1016/j.renene.2025.123626 · Cited by 8 · see citing works
Wang, Y., Su, Y., Li, X., Xie, F., & Sun, Y. (2024) · Applied Thermal Engineering · doi:10.1016/j.applthermaleng.2024.123987 · Cited by 8 · see citing works
Pugazhendhi, A., Kamarudin, S. K., Gavurová, B., Praveenkumar, T. R., & Manigandan, S. (2025) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2025.108316 · Cited by 7 · see citing works
Wang, Y., Su, Y., Li, X., Xie, F., Yang, T., Bo, W., & Shen, B. (2024) · Energy Conversion and Management · doi:10.1016/j.enconman.2024.119395 · Cited by 7 · see citing works
Charging ahead: Prioritizing renewable energy for electric minibuses in the Philippines
Stringer, T., Gaspay, S. M., Sunio, V., & Burelo, M. (2025) · Sustainability Analytics and Modeling · doi:10.1016/j.samod.2025.100038 · Cited by 7 · see citing works
Bouter, A., Scarlat, N., & Fontaras, G. (2026) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2025.147412 · Cited by 5 · see citing works
Self-citationTsoi, K. H., & Loo, B. P. Y. (2026) · Research in Transportation Economics · doi:10.1016/j.retrec.2026.101732 · Cited by 5 · see citing works
Wang, Y., Ma, Q., Wang, T., Zhang, B., Wang, D., Zhang, X., Nagaumi, H., Yang, B., Ren, X., Huang, J., et al. (2026) · Carbon Neutral Systems · doi:10.1007/s44438-026-00023-5 · Cited by 5 · see citing works
Calculation of Thermal Boundary Conditions for Hydrogen Internal Combustion Engines
Bell, D., Grimley, P., Hynous, J., Shapiro, E., Osborne, R., & Valenta, L. (2023) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2023-01-1675 · Cited by 5 · see citing works
Mahpour, A., & El-Diraby, T. E. (2025) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2025.111658 · Cited by 4 · see citing works
Coking of Extruded H‐ZSM‐5 Zeolite Catalyst in Methanol to Gasoline
Held, E., Knüpfer, P., & Kureti, S. (2025) · ChemCatChem · doi:10.1002/cctc.202500720 · Cited by 3 · see citing works
Battista, D. D., Deriszadeh, A., Prospero, F. D., Giovine, G. D., Bartolomeo, M. D., Fatigati, F., & Cipollone, R. (2025) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2025-32-0078 · Cited by 2 · see citing works
Ruokonen, J., Ulvila, L., Lähdesmäki, E., Tuomisalo, T., Breyer, C., Laaksonen, P., & Kauranen, P. (2025) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2025.153171 · Cited by 2 · see citing works
Wang, Y., Liu, Y., Wang, Y., & Wu, T. (2024) · Environmental Monitoring and Assessment · doi:10.1007/s10661-024-13089-w · Cited by 2 · see citing works
Online exams in higher education: A possible solution to avoid unnecessary car trips
Patella, S. M., Olivieri, F. M., & Zamberlan, L. (2024) · Case Studies on Transport Policy · doi:10.1016/j.cstp.2024.101318 · Cited by 2 · see citing works
Energy Efficiency: Comparison of Different Systems and Technologies
Lackner, M. K., Schneider, S., Bachleitner, F., Frech, C., Fritscher, G., Schindler, M., Taupe, N., & Trampert, M. (2025) · Springer eBooks · doi:10.1007/978-3-031-84483-6_24 · Cited by 1 · see citing works
Jo, S., Chong, H. S., & Park, S. (2025) · Energy · doi:10.1016/j.energy.2025.138572 · Cited by 1 · see citing works
Emissions Performance of the Hydrogen–Methane Blends for Buses During Real Driving Tests
Prospero, F. D., Bartolomeo, M. D., Battista, D. D., & Cipollone, R. (2026) · Energies · doi:10.3390/en19092208 · Cited by 1 · see citing works
Lin, H., Butnar, I., & Borrion, A. L. (2026) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-026-02667-4 · Cited by 1 · see citing works
The potential of electrofuels in decarbonising passenger cars: A literature review
Barbato, P. M., Puricelli, S., Casadei, S., & Grosso, M. (2026) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2026.105115 · Cited by 1 · see citing works
A comprehensive LCA CO2 emission inventory for passenger car fleet in Europe and future trends
Mamarikas, S., Bouter, A., Karageorgiou, T., Krause, J., Fontaras, G., & Samaras, Z. C. (2026) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2026.148784 · Cited by 1 · see citing works
Self-citationDavies, B., Llamas-Orozco, J. A., Duke, C., Meng, F., Posen, I. D., MacLean, H. L., Abdul-Manan, A. F. N., & McKechnie, J. (2026) · One Earth · doi:10.1016/j.oneear.2026.101773 · Cited by 1 · see citing works
Assessing passenger road transport policies for PM2.5-related health impact and cost reduction
ayudhya, M. J. N., Gheewala, S. H., Mungkalasiri, J., Panyametheekul, S., Winijkul, E., & Prapaspongsa, T. (2025) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2025.104932 · Cited by 1 · see citing works
Abakumova, E. V., Kuznetsova, T. V., Gnatyuk, V., Pyankov, D., Zaviralova, V., & Tarasova, N. A. (2025) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2025.150824 · Cited by 1 · see citing works
Emissions Savings from Efficient Mobile Air-Conditioning (MAC) Systems in Passenger Vehicles
Pierro, G. D., Currò, D., Gil-Sayas, S., & Fontaras, G. (2025) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2025-01-8156
Self-citationOxygen-ionic transport in the novel Ca-doped complex oxides based on BaLaInO 4
Tarasova, N. A., Abakumova, E. V., & Kuznetsova, T. A. (2025) · Electrochemical Materials and Technologies · doi:10.15826/elmattech.2025.4.051
Energy Efficiency: Comparison of Different Systems and Technologies
Lackner, M. K., Schneider, S., Bachleitner, F., Frech, C., Fritscher, G., Schindler, M., Taupe, N., & Trampert, M. (2025) · Springer eBooks · doi:10.1007/978-1-4614-6431-0_24-4
Norman‐López, A., Weitzel, M., Tamba, M., Duboz, L., Krause, J., & Ciuffo, B. (2025) · Technology in Society · doi:10.1016/j.techsoc.2025.103066
Self-citationPehlivan, D., Okumuş, F., & Kökkülünk, G. (2025) · Environmental Progress & Sustainable Energy · doi:10.1002/ep.70209
Jian, C., Liu, X., Li, Q., Chen, Q., Tu, J., & Ren, X. (2026) · IEEE Internet of Things Journal · doi:10.1109/jiot.2026.3672538
Onesmo, C., Kaaya, I., & Soka, M. (2025) · MUST Journal of Research and Development. · doi:10.62277/mjrd2025v6i40015
Magdalena, R., Mohammed, K. S., Karimi, M. S., Alofaysan, H., & Huseynova, R. (2026) · Environmental Modeling & Assessment · doi:10.1007/s10666-026-10128-3
Hub-and-spoke logistics for waste collection with alternative fuels
Rajalehto, C., & Helo, P. (2026) · Research in Transportation Business & Management · doi:10.1016/j.rtbm.2026.101766
Tread Wear of C3 Bus Tyres Around a City in Italy
Giechaskiel, B., Melas, A., & Freri, A. (2026) · Atmosphere · doi:10.3390/atmos17080785
ダカールにおける都市貨物配送向けLNG導入の経済的・環境的最適化
Male, M., & マル, マ. (2026) · Institutional Repositories DataBase (IRDB)
Schwarz, M., Albert, A., & Eichel, R. (2026) · European Transport Research Review · doi:10.1186/s12544-026-00845-x
Comparative analysis of powertrains based on Well-to-Wheel efficiency metrics
FILIMON, D. M., DANCI, C.-C., Teodorașcu, V., Burnete, N. V., & BURNETE, N. (2026) · Journal of Engineering Sciences and Innovation · doi:10.56958/jesi.2026.11.1.93
Battista, D. D., Bartolomeo, M. D., Prospero, F. D., Diomede, D. D., & Cipollone, R. (2026) · SAE technical papers on CD-ROM/SAE technical paper series · doi:10.4271/2026-24-0006
Bamboo as a cost-effective feedstock for production of low carbon transportation fuels
Woodard, T. M., Cai, C. M., Walters, J., & Timko, M. T. (2026) · Sustainable Energy & Fuels · doi:10.1039/d6se00296j
Life cycle assessment of diesel, e-diesel, and hydrotreated vegetable oil for passenger cars
Barbato, P. M., Puricelli, S., Rigamonti, L., Casadei, S., Faedo, D., & Grosso, M. (2026) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2026.105395
The operation of electric buses by considering changes to the energy production structure in Poland.
FOLĘGA, P. (2026) · Eksploatacja i Niezawodnosc - Maintenance and Reliability · doi:10.17531/ein/241317
Akıskalıoğlu, E., & Atmaca, M. (2026) · International Journal of Low-Carbon Technologies · doi:10.1093/ijlct/ctag130
- Authors
- Krause, J., Yugo, M., Samaras, Z., Edwards, S., Fontaras, G., Dauphin, R., Prenninger, P., & Neugebauer, S.
- Affiliations
- European Commission (BE)
- Concawe (BE)
- Aristotle University of Thessaloniki (GR)
- Anstalt für Verbrennungskraftmaschinen List (Austria) (AT)
- Corresponding author
- Krause, Jette
- Venue
- Journal of Cleaner Production
- Publisher
- Elsevier BV
- Published
- 2024-03
- Volume
- 443
- Pages
- 141084
- ISSN
- 0959-6526 (ISSN-L)
- OpenAlex
- W4391486754
- Cited by
- 53
- References
- 20
- Citations by year
- 2026: 18 · 2025: 21 · 2024: 12 · 2023: 2
- FWCI
- 2.40
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Cleaner Production (publishedVersion, cc-by)
- SSRN Electronic Journal (publishedVersion)
- Funders
- European Commission Joint Research Centre
- Horizon 2020 (101006598)
- European Union
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Energy, Environment, and Transportation Policies
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Integrated Energy Systems Optimization
- Keywords
- well-to-wheel analysis, road transport decarbonization, fleet electrification, powertrain electrification, e-fuels, advanced biofuels, renewable electricity, energy consumption, vehicle efficiency, transport energy demand, carbon capture and storage
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review