journal article·2022-11-16Open access

A Comprehensive Study on the Expansion of Electric Vehicles in Europe

Armin Razmjoo, Arezoo Ghazanfari, Mehdi Jahangiri, Evan Franklin, Mouloud Denai, Mousa Marzband, Davide Astiaso Garcia, Alireza Maheri

Applied Sciences· Volume 12· Issue 22

Abstract

There has been a rapid increase in government efforts to expand electric vehicle markets by deploying fast-charging stations, promoting uptake through greater investment, and by enacting supportive policies. Government support and private investment have contributed to the expansion of electric vehicles in many countries. The aim of this study is to highlight and analyze the most critical aspects of the expansion of the electric vehicle market, regarding technologies, characteristics, advantages and disadvantages, opportunities, and barriers in Europe. Our study analyzes the progress of electric vehicles by reviewing recent literature based on technology, policy, and government measurements. This study provides comprehensive information on electric vehicles and perspectives that are critical to policymakers, car manufacturers, consumers, and the community. To achieve favorable results, governments should invest in developing electric vehicles and battery technologies, provide subsidies, and develop charging infrastructure. Furthermore, by analyzing current EV sales in ten countries around the world, we assess the operating costs of electric vehicles. Overall EV cost of ownership is influenced by grid electricity price, cost of financing, location, carbon tax, wind speed, and solar insolation.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Electric Vehicles and Infrastructure · Advanced Battery Technologies Research · Energy, Environment, and Transportation Policies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Escola Técnica Superior d’Énginyeria Industrial de Barcelona (ETSEIB), Universitat Politécnica de Catalunya (UPC), Av. Diagonal, 647, 08028 Barcelona, Spain

School of Economics, Finance and Marketing, RMIT University, Melbourne, VIC 3000, Australia

Energy Research Center, Shahrekord Branch, Islamic Azad University, Shahrekord 8813733395, Iran

School of Engineering, University of Tasmania, Hobart, TAS 7005, Australia

School of Engineering and Computer Science, University of Hertfordshire, Hatfield AL10 9AB, UK

Department of Mathematics, Physics and Electrical Engineering, Northumbria University, Newcastle Upon Tyne NE1 8ST, UK

Energy Technology and Building Physics (ING-IND/11), Sapienza University of Rome, 00196 Rome, Italy

School of Engineering, University of Aberdeen, Aberdeen AB24 3UE, UK

References (100+)

Show source-provided references
1. Sa’ad, S., Omaye, S.O., Adama, A.H., Dotti, R., and Usman, B.A. (2022). Transition to energy-efficient and clean transportation system in Nigeria: Evidence from transportation fuels demand analysis. OPEC Energy Rev., 1–10.10.1111/opec.12269 ↗
2. The role of electric vehicles in decarbonising Australia’s road transport sector: Modelling ambitious scenarios10.1016/j.enpol.2022.113144 ↗
3. Online labour market analytics for the green economy: The case of electric vehicles10.1016/j.techfore.2022.121517 ↗
4. Challenges in the penetration of electric vehicles in developing countries with a focus on Nepal10.1016/j.ref.2021.11.003 ↗
5. Fast-charging station for electric vehicles, challenges and issues: A comprehensive review10.1016/j.est.2022.104136 ↗
6. The rise of electric vehicles—2020 Status and future expectations10.1088/2516-1083/abe0ad ↗
7. Evadoption, E.V. (2022, November 09). Sales Forecasts. Available online: https://evadoption.com/ev-sales/ev-sales-forecasts/.
8. Razmjoo, A., Nezhad, M.M., Kaigutha, L.G., Marzband, M., Mirjalili, S., Pazhoohesh, M., Memon, S., Ehyaei, M.A., and Piras, G. (2021). Investigating smart city development based on green buildings, electrical vehicles and feasible indicators. Sustainability, 13.10.3390/su13147808 ↗
9. Modelling market diffusion of electric vehicles with real world driving data—German market and policy options10.1016/j.tra.2015.04.001 ↗
10. Impact of policies on electric vehicle diffusion: An evolutionary game of small world network analysis10.1016/j.jclepro.2020.121703 ↗
11. Long-term electric vehicles outlook and their potential impact on electric grid10.1016/j.enpol.2019.111103 ↗
12. Mo, T., Li, Y., Lau, K.T., Poon, C.K., Wu, Y., and Luo, Y. (2022). Trends and Emerging Technologies for the Development of Electric Vehicles. Energies, 15.10.3390/en15176271 ↗
13. Mo, T., Lau, K.T., Li, Y., Poon, C.K., Wu, Y., Chu, P.K., and Luo, Y. (2022). Commercialization of Electric Vehicles in Hong Kong. Energies, 15.10.3390/en15030942 ↗
14. Novotny, A., Szeberin, I., Kovács, S., and Máté, D. (2022). National Culture and the Market Development of Battery Electric Vehicles in 21 Countries. Energies, 15.10.3390/en15041539 ↗
15. The impact of policy measures on consumer intention to adopt electric vehicles: Evidence from China10.1016/j.tra.2017.08.013 ↗
16. Customers’ attitude on new energy vehicles’ policies and policy impact on customers’ purchase intention10.1016/j.egypro.2017.03.617 ↗
17. Travelers’ adoption behavior towards electric vehicles in lahore, Pakistan: An extension of norm activation model (NAM) theory
18. The key role of clean energy and technology in smart cities development10.1016/j.esr.2022.100943 ↗
19. Assessment of the incentives on electric vehicle promotion in China10.1016/j.tra.2017.04.037 ↗
20. Critical issues of energy efficient and new energy vehicles development in China10.1016/j.enpol.2018.01.006 ↗
21. Adoption of electric vehicle: A literature review and prospects for sustainability10.1016/j.jclepro.2019.119911 ↗
22. Ali, I., and Mohammad Naushad, M. (2022). A Study to Investigate What Tempts Consumers to Adopt Electric Vehicles. World Electr. Veh. J., 13.10.3390/wevj13020026 ↗
23. Importance of developing photovoltaics-powered vehicles10.4236/epe.2021.135010 ↗
24. Material flow analysis for end-of-life lithium-ion batteries from battery electric vehicles in the USA and China10.1016/j.resconrec.2021.106061 ↗
25. Pelegov, D.V., and Pontes, J. (2018). Main drivers of battery industry changes: Electric vehicles—A market overview. Batteries, 4.10.3390/batteries4040065 ↗
26. Projected transition to electric vehicles in India and its impact on stakeholders10.1016/j.esd.2021.12.006 ↗
27. Public charging infrastructure and electric vehicles in Norway10.1016/j.enpol.2021.112660 ↗
28. Imagined people, behaviour and future mobility: Insights from visions of electric vehicles and car clubs in the United Kingdom10.1016/j.tranpol.2017.07.016 ↗
29. Impact of government incentives on the market penetration of electric vehicles in Australia10.1016/j.trd.2020.102353 ↗
30. Assessing CO2 emissions of electric vehicles in Germany in 203010.1016/j.tra.2015.05.007 ↗
31. IEA (2022, November 09). Electric Cars Fend off Supply Challenges to More than Double Global Sales. January 2022. Available online: https://www.iea.org/commentaries/electric-cars-fend-off-supply-challenges-to-more-than-double-global-sales.
32. Wu, M., and Chen, W. (2022). Forecast of Electric Vehicle Sales in the World and China Based on PCA-GRNN. Sustainability, 14.10.3390/su14042206 ↗
33. (2022, November 09). Catalyst. Available online: https://www.canalys.com/newsroom/global-electric-vehicle-market-2021.
34. Axios (2022, November 09). Energy & Environment. Electric Vehicle Sales Slated for 2022 Surge. Available online: https://www.axios.com.
35. Commercialization of lithium battery technologies for electric vehicles10.1002/aenm.201900161 ↗
36. A review on thermal management of lithium-ion batteries for electric vehicles10.1016/j.energy.2021.121652 ↗
37. A review on air cooled and air centric hybrid thermal management techniques for Li-ion battery packs in electric vehicles10.1016/j.est.2021.102885 ↗
38. Design and analysis of aluminum/air battery system for electric vehicles10.1016/S0378-7753(02)00370-1 ↗
39. Assessment of the use of vanadium redox flow batteries for energy storage and fast charging of electric vehicles in gas stations10.1016/j.energy.2016.02.118 ↗
40. Sieklucki, G. (2018, January 10–13). An investigation into the induction motor of tesla model S vehicle. Proceedings of the 2018 International Symposium on Electrical Machines (SME), Andrychow, Poland.10.1109/ISEM.2018.8442648 ↗
41. Lithium-ion batteries—Current state of the art and anticipated developments10.1016/j.jpowsour.2020.228708 ↗
42. An integrated optimization platform for spatial-temporal modeling of electric vehicle charging infrastructure10.1016/j.trd.2022.103177 ↗
43. Resilience assessment of electrified road networks subject to charging station failures10.1111/mice.12736 ↗
44. Modeling, state of charge estimation, and charging of lithium-ion battery in electric vehicle: A review10.1002/er.7339 ↗
45. Standards for electric vehicle charging stations in India: A review10.1002/est2.261 ↗
46. Electric vehicles and charging infrastructure in Turkey: An overview10.1016/j.rser.2021.110913 ↗
47. Multistep electric vehicle charging station occupancy prediction using hybrid LSTM neural networks10.1016/j.energy.2022.123217 ↗
48. Advanced charging infrastructure for enabling electrified transportation10.1016/j.tej.2019.03.003 ↗
49. The technology path to deep greenhouse gas emissions cuts by 2050: The pivotal role of electricity10.1126/science.1208365 ↗
50. (2022, November 09). Transport & Environment. Available online: https://www.transportenvironment.org/wp-content/uploads/2022/04/2022_04_charging_paper_final.pdf.
51. Design and selection of government policies for electric vehicles adoption: A global perspective10.1016/j.tre.2022.102726 ↗
52. Measuring the equity impacts of government subsidies for electric vehicles10.1016/j.energy.2022.123588 ↗
53. Does environmental concern promote EV sales? Duopoly pricing analysis considering consumer heterogeneity10.1016/j.trd.2021.102695 ↗
54. Deployment of electric vehicles in China to meet the carbon neutral target by 2060: Provincial disparities in energy systems, CO2 emissions, and cost effectiveness10.1016/j.resconrec.2021.105622 ↗
55. The state of play in electric vehicle charging services—A review of infrastructure provision, players, and policies10.1016/j.rser.2021.111733 ↗
56. Economic and climate benefits of electric vehicles in China, the United States, and Germany10.1021/acs.est.9b00531 ↗
57. Grid integration of electric vehicles for economic benefits: A review10.35833/MPCE.2019.000326 ↗
58. Macroeconomic effects of fiscal incentives to promote electric vehicles in Iceland: Implications for government and consumer costs10.1016/j.enpol.2017.12.034 ↗
59. Muna, Y.B., and Kuo, C.-C. (2022). Feasibility and Techno-Economic Analysis of Electric Vehicle Charging of PV/Wind/Diesel/Battery Hybrid Energy System with Different Battery Technology. Energies, 15.10.3390/en15124364 ↗
60. Nadeem, A., Rossi, M., Corradi, E., Jin, L., Comodi, G., and Sheikh, N.A. (2022). Energy-Environmental Planning of Electric Vehicles (EVs): A Case Study of the National Energy System of Pakistan. Energies, 15.10.3390/en15093054 ↗
61. Environmental efficiency of electric vehicles in Europe under various electricity production mix scenarios10.1016/j.jclepro.2021.130291 ↗
62. Optimal probabilistic reliability-oriented planning of islanded microgrids considering hydrogen-based storage systems, hydrogen vehicles, and electric vehicles under various climatic conditions10.1016/j.jpowsour.2022.231100 ↗
63. Sustainable value chain of retired lithium-ion batteries for electric vehicles10.1016/j.jpowsour.2020.228753 ↗
64. Recycling lithium-ion batteries from electric vehicles10.1038/s41586-019-1682-5 ↗
65. Kim, S., Choi, J., Yi, Y., and Kim, H. (2022). Analysis of Influencing Factors in Purchasing Electric Vehicles Using a Structural Equation Model: Focused on Suwon City. Sustainability, 14.10.3390/su14084744 ↗
66. Enablers and disablers to plug-in electric vehicle adoption in India: Insights from a survey of experts10.1016/j.egyr.2021.05.025 ↗
67. The technological innovation of hybrid and plug-in electric vehicles for environment carbon pollution control10.1016/j.eiar.2020.106506 ↗
68. A review on electric vehicles: Technologies and challenges10.3390/smartcities4010022 ↗
69. Un-Noor, F., Padmanaban, S., Mihet-Popa, L., Mollah, M.N., and Hossain, E. (2017). A comprehensive study of key electric vehicle (EV) components, technologies, challenges, impacts, and future direction of development. Energies, 10.10.20944/preprints201705.0090.v1 ↗
70. China’s NEV market development and its capability of enabling premium NEV: Referencing from the NEV market performance of BMW and Mercedes in China10.1016/j.tra.2018.10.010 ↗
71. Characteristics and key trends of global electric vehicle technology development: A multi-method patent analysis10.1016/j.jclepro.2022.130502 ↗
72. Quantifying the state of the art of electric powertrains in battery electric vehicles: Range, efficiency, and lifetime from component to system level of the Volkswagen ID.310.1016/j.etran.2022.100167 ↗
73. Plug-in Vehicle Behaviors: An analysis of charging and driving behavior of Ford plug-in electric vehicles in the real world10.3390/wevj8040926 ↗
74. Sun, X., Li, Z., Wang, X., and Li, C. (2019). Technology development of electric vehicles: A review. Energies, 13.10.3390/en13010090 ↗
75. Comprehensive policy evaluation of NEV development in China, Japan, the United States, and Germany based on the AHP-EW model10.1016/j.jclepro.2018.12.119 ↗
76. (2022, May 21). Global Petrol Prices. Electricity Prices. Available online: https://www.globalpetrolprices.com/electricity_prices.
77. Mint (2022, May 21). These Countries Have the Most Electric Cars. Available online: https://www.livemint.com/auto-news/global-evs-sale-climbs-up-here-s-list-of-countries-with-most-electric-cars-11628745051665.html.
78. Benefits of electric vehicles integrating into power grid10.1016/j.energy.2021.120108 ↗
79. (2022, June 03). Trading Economics. Forecast Interest Rate. Available online: https://tradingeconomics.com/forecast/interest-rate.
80. Bellona (2022, June 04). Carbon Capture and Storage. Available online: https://bellona.org/news/ccs/2021-02-norway-proposes-e200-per-ton-co2-tax-by-2030.
81. OECD iLibrary (2022, June 04). OECD Economic Surveys: Iceland. Available online: https://www.oecd-ilibrary.org/sites/510d93b0-en/index.html?itemId=/content/component/510d93b0-en.
82. (2022, June 04). IEA/IRENA Renewables Policies Database. Sweden Carbon Tax. Available online: https://www.iea.org/policies/12725-sweden-carbon-tax.
83. De Nederlandsche Bank (DNB) (2022, June 04). Carbon Pricing–Economic Impact and Preconditions. Available online: https://www.dnb.nl/en/general-news/2022/carbon-pricing-economic-impact-and-preconditions.
84. How does carbon tax affect social welfare and emission reduction in Finland?10.1016/j.egyr.2020.03.001 ↗
85. Barker, A., Blake, H., D’Arcangelo, F.M., and Lenain, P. (2022). Towards Net Zero Emissions in Denmark. OECD Econ. Dep. Work. Pap., 1705.
86. Review of model-based electricity system transition scenarios: An analysis for Switzerland, Germany, France, and Italy10.1016/j.rser.2022.112102 ↗
87. A comparison of pure manufacturing and hybrid manufacturing–remanufacturing systems under carbon tax policy10.1016/j.ejor.2021.01.018 ↗
88. Improving the climate change mitigation regime of major emitting countries: The case of South Africa, China, Germany and the United States of America10.1002/eet.1961 ↗
89. Arababadi, A., Leyer, S., Hansen, J., and Arababadi, R. (2021). Characterizing the theory of spreading electric vehicles in Luxembourg. Sustainability, 13.10.3390/su13169068 ↗
90. Arief, Y.Z., Halim, N.A.A.A., and Saad, M.H.I. (2019, January 28–29). Optimization of hybrid renewable energy in Sarawak remote rural area using HOMER software. Proceedings of the 2019 International UNIMAS STEM 12th Engineering Conference (EnCon), Kuching, Malaysia.10.1109/EnCon.2019.8861255 ↗
91. An optimization of energy cost of clean hybrid solar-wind power plants in Iran10.1080/15435075.2019.1671415 ↗
92. Sensitivity analysis of using solar cells in regional electricity power supply of off-grid power systems in Iran
93. Feasibility analysis of a new tree-shaped wind turbine for urban application: A case study10.1177/0958305X19888878 ↗
94. Techno-econo-environmental optimal operation of grid-wind-solar electricity generation with hydrogen storage system for domestic scale, case study in Chad10.1016/j.ijhydene.2019.09.130 ↗
95. Simulation of Biogas Utilization Effect on The Economic Efficiency and Greenhouse Gas Emission: A Case Study in Isfahan, Iran10.14710/ijred.8.2.149-160 ↗
96. Comprehensive investigation of solar-based hydrogen and electricity production in Iran10.1155/2021/6627491 ↗
97. Effect of emission penalty and annual interest rate on cogeneration of electricity, heat, and hydrogen in Karachi: 3E assessment and sensitivity analysis
98. (2022, October 31). HOMER Pro Help. Generating Synthetic Load Data. Available online: https://www.homerenergy.com/products/pro/docs/latest/generating_synthetic_load_data.html.
99. Designing and Sensitivity Analysis of an Off-Grid Hybrid Wind-Solar Power Plant with Diesel Generator and Battery Backup for the Rural Area in Iran
100. Utilization of Rooftop Solar Units to Generate Electricity and Hydrogen: A Technoeconomic Analysis10.1155/2021/8858082 ↗