How will vehicle automation and electrification affect the automotive maintenance, repair sector?

Monica Grosso1, Ioan Cristinel Raileanu2, Jette Krause1, María Alonso Raposo1, Amandine Duboz1, Ada Garus1, Andromachi Mourtzouchou1, Biagio Ciuffo1
1Joint Research Centre, European Commission, Ispra, Italy
2Independent Researcher, Milan, Italy

Tài liệu tham khảo

ADAC, 2015. Available at: https://www.adac.de/rund-ums-fahrzeug/autokatalog/. Alonso Raposo, 2019 Alonso, 2020, Economic impact of autonomous vehicles in Spain, Eur. Transp. Res. Rev., 12, 1, 10.1186/s12544-020-00452-4 Alonso Raposo, 2021, Economic implications of a connected and automated mobility in Europe, Res. Transp. Econ., 101072 Asselin-Miller, 2017 Baza, M., Nabil, M., Lasla, N., Fidan, K., Mahmoud, M., Abdallah, M., 2019. Blockchain-based Firmware Update Scheme Tailored for Autonomous Vehicles. In: 2019 IEEE Wireless Communications and Networking Conference (WCNC), Marrakesh, Morocco, 2019, pp. 1-7, doi: 10.1109/WCNC.2019.8885769. Boesch, 2016, Autonomous Vehicle Fleet Sizes Required to Serve Different Levels of Demand, Transp. Res. Rec. J. Transp. Res. Board, 2542, 111, 10.3141/2542-13 Bösch, 2018, Cost-based analysis of autonomous mobility services, Transp. Policy, 64, 76, 10.1016/j.tranpol.2017.09.005 Bubeck, 2016, Perspectives of electric mobility: Total cost of ownership of electric vehicles in Germany, Transp. Policy, 50, 63, 10.1016/j.tranpol.2016.05.012 Burghout, 2015, Impacts of shared autonomous taxis in a metropolitan area, 15 Chen, 2016, Operations of a Shared, Autonomous, Electric Vehicle Fleet: Implications of Vehicle & Charging Infrastructure Decisions, Transp. Res. Part A: Policy Pract., 94, 243 Clements, 2017, Economic Effects of Automated Vehicles, Transp. Res. Rec., 2606, 106, 10.3141/2606-14 Danielis, 2018, A probabilistic total cost of ownership model to evaluate the current and future prospects of electric cars uptake in Italy, Energy Policy, 119, 268, 10.1016/j.enpol.2018.04.024 Davis, 2013, A methodology to evaluate the competitiveness of electric delivery trucks, Transp. Res. Part E, 49, 8, 10.1016/j.tre.2012.07.003 Delucchi, 2001, An analysis of retail and lifecycle cost of battery – powered electric vehicles, Transp. Res. Part D, 6, 371, 10.1016/S1361-9209(00)00031-6 Dombrowski, 2014, Impact of electric mobility on the after sales service in the automotive industry, Procedia CIRP, 16, 152, 10.1016/j.procir.2014.01.022 Egbue, 2012, Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions, Energy Policy, 48, 717, 10.1016/j.enpol.2012.06.009 Etikan, 2016, Comparison of Convenience Sampling and Purposive Sampling, Am. J. Theor. Appl. Stat., 5, 1, 10.11648/j.ajtas.20160501.11 Commission 2018, European Commission Fagnant, 2015, Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations, Transp. Res. Part A, 77, 167 Feng, 2012, Conventional vs electric commercial vehicle fleets: A case study of economic and technological factors affecting the competitiveness of electric commercial vehicles in the USA, Procedia - Social Behav. Sci., 39, 702, 10.1016/j.sbspro.2012.03.141 Ghosal, A., Halder, S., Conti, M., 2020. STRIDE: Scalable and Secure Over-The-Air Software Update Scheme for Autonomous Vehicles. In: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Dublin, Ireland, 2020, pp. 1-6, doi: 10.1109/ICC40277.2020.9148649. Gkartzonikas, 2019, What have we learned? A review of stated preference and choice studies on autonomous vehicles, Transp. Res. Part C, 98, 323, 10.1016/j.trc.2018.12.003 Gnann, T., Plötz, P., Funke, S., Wietschel, M., 2014. What is the market potential of electric vehicles as commercial passenger cars? A case study from Germany, Fraunhofer-Institut für System- und Innovationsforschung ISI, Working Paper Sustainability and Innovation No. S 14/2014, Available at: https://www.isi.fraunhofer.de/content/dam/isi/dokumente/sustainability-innovation/2014/WP14-2014_Gnann-Ploetz-Funke-Wietschel_commercial_EVs.pdf. Ha, 2020, Vehicle Connectivity and Automation: A Sibling Relationship, Front. Built Environ., 6, 10.3389/fbuil.2020.590036 Hackner M., Lehle W., 2017. Predictive diagnostics solutions beyond big data. In: Liebl J., Beidl C. (eds) Internationaler Motorenkongress 2017. Proceedings. Springer Vieweg, Wiesbaden. https://doi.org/10.1007/978-3-658-17109-4_12. Harb, M., Stathopoulos, A., Shiftan, Y., Walker, J.L., 2021. What do we (Not) know about our future with automated vehicles?, Transp. Res. Part C: Emerg. Technol. 123, 102948, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2020.102948. Harto, 2020 Henao, 2019, The impact of ride-hailing on vehicle miles traveled, Transportation, 46, 2173, 10.1007/s11116-018-9923-2 Hyland, M., Mahmassani, H.S., 2018. Dynamic autonomous vehicle fleet operations: Optimization-based strategies to assign AVs to immediate traveler demand requests. Transp. Res. Part C: Emerg. Technol. 92, 278-297, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2018.05.003. Hoekstra, 2017, Modelling the Total Cost of Ownership of Electric Vehicles in the Netherlands (IEA) International Energy Agency, 2019. Global EV Outlook 2019 Scaling-up the transition to electric mobility, Available at: https://www.iea.org/publications/reports/globalevoutlook2019/. International Transport Forum. 2015. Urban mobility system upgrade: How shared self-driving cars could change city traffic. https://ideas.repec.org/p/oec/itfaac/6-en.html. Johnson, 2019, Beyond the In-Person Interview? How Interview Quality Varies Across In-person, Telephone, and Skype Interviews, Social Sci. Comput. Rev. Kleiner, F., Friedrich, H., 2017. Maintenance & Repair Cost Calculation and Assessment of Resale Value for Different Alternative Commercial Vehicle Powertrain Technologies, EVS30 Symposium Stuttgart, Germany, October 9 - 11, 2017. Koopman, P., Wagner, M., 2017. Autonomous Vehicle Safety: An Interdisciplinary Challenge. In: IEEE Intelligent Transportation Systems Magazine, 9(1), 90-96, Spring 2017, doi:10.1109/MITS.2016.2583491. Kondor, 2019, Estimating Savings in Parking Demand Using Shared Vehicles for Home-Work Commuting, IEEE Trans. Intell. Transp. Syst., 20, 2903, 10.1109/TITS.2018.2869085 König, 2021, (2021) An Overview of Parameter and Cost for Battery Electric Vehicles, World Electric Vehicle J., 12, 21, 10.3390/wevj12010021 Lebeau, K., Lebeau, P., Macharis, C., Van Mierlo, J., 2013. How expensive are electric vehicles? A total cost of ownership analysis, EVS27 Barcelona, Spain, November 17–20. Lee, D-Y., Thomas,V., Brown, M., 2013. Electric Urban Delivery Trucks: Energy Use, Greenhouse Gas Emissions, and Cost-Effectiveness, Environmental Science & Technology, Available at: https://pubs.acs.org/doi/abs/10.1021/es400179w. Letmathe, 2017, A consumer-oriented total cost of ownership model for different vehicle types in Germany, Transp. Res. Part D, 57, 314, 10.1016/j.trd.2017.09.007 Litman, 2020 Liu, Z., Song, J., Kubal, J., Susarla, N., Knehr, K.W., Islam, E., Nelson, P., Ahmed, S., 2021. Comparing total cost of ownership of battery electric vehicles and internal combustion engine vehicles. Energy Policy 158, 112564, ISSN 0301-4215, https://doi.org/10.1016/j.enpol.2021.112564. Liu, 2017, Tracking a system of shared autonomous vehicles across the Austin, Texas network using agent-based simulation, Transportation, 44, 1261, 10.1007/s11116-017-9811-1 Loeb, 2019, Fleet performance and cost evaluation of a shared autonomous electric vehicle (SAEV) fleet: A case study for Austin, Texas, Transp. Res. Part A, 121, 374 Logtenberg, 2018, Comparing Fuel and Maintenance Costs of Electric and Gas Powered Vehicles in Canada, 2 Degrees Institute, Available at Lokhandwala, M., and Cai, H., (2018) Dynamic ride sharing using traditional taxis and shared autonomous taxis: A case study of NYC, Transportation Research Part C: Emerging Technologies, Volume 97, Pages 45-60, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2018.10.007. Lutsey, N., and Nicholas, M., (2019) Update on electric vehicle costs in the United States through 2030, International Council on Clean Transportation, Working Paper 2019-06, Available at: https://theicct.org/publications/update-US-2030-electric-vehicle-cost. Macharis, C., Lebeau, P., Van Mierlo, J., Lebeau, K. (2013) Electric versus conventional vehicles for logistics: A total cost of ownership, World Electric Vehicle Journal, 6: 945 – 954, EVS27 Barcelona, Spain, November 17-20. Madina, 2016, Methodology for assessing electric vehicle charging infrastructure business models, Energy Policy, 89, 284, 10.1016/j.enpol.2015.12.007 McKinsey & Company, (2021), Making every part count, A component view on disruptions in the automotive aftermarket for light vehicles until 2030, Available at: https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/making-every-part-count-a-component-view-on-disruption-in-the-automotive-aftermarket-for-light-vehicles-until-2030. Meyer, 2017, Autonomous vehicles: The next jump in accessibilities?, Research in Transportation Economics, Volume 62, ISSN, 80–91, 0739 Mitropoulos, 2017, Total cost of ownership and externalities of conventional, hybrid and electric vehicle, Transp. Res. Procedia, 24, 267, 10.1016/j.trpro.2017.05.117 Moon, 2019, An optimal electric vehicle investment model for consumers using total cost of ownership: A real option approach, Appl. Energy, 253, 113494, 10.1016/j.apenergy.2019.113494 Narayanan, S., Chaniotakis, E., and Antoniou, C., 2020 Shared autonomous vehicle services: A comprehensive review. Transp. Res. Part C: Emerg. Technol., 111, 255-293, ISSN 0968-090X, https://doi.org/10.1016/j.trc.2019.12.008. Nilsson, D.K., Larson, U.E., 2008. Secure Firmware Updates over the Air in Intelligent Vehicles, ICC Workshops - 2008 IEEE International Conference on Communications Workshops, Beijing, China, 2008, pp. 380-384, doi: 10.1109/ICCW.2008.78. Nunes, 2020, Autonomous taxis and public health: High cost of high opportunity cost?, Transp. Res. Part A: Policy Pract., 138, 28 Palmer, 2018, Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan, Appl. Energy, 209, 108, 10.1016/j.apenergy.2017.10.089 Pendleton, 2017, (2017) Perception, Planning, Control, and Coordination for Autonomous Vehicles, Machines, 5, 6, 10.3390/machines5010006 Propfe, B., Redelbach, M., Santini, D. J., Friedrich, H. (2012) Cost analysis of Plug-in Hybrid Electric Vehicles including Maintenance & Repair Costs and Resale Values, EVS26 Los Angeles, California, May 6-9. Pütz, 2018, Reasonable, adequate and efficient allocation of liability costs for automated vehicles: a case study of the German liability and insurance framework, Eur. J. Risk Regul., 9, 548, 10.1017/err.2018.35 Rusich, 2015, Total cost of ownership, social lifecycle cost and energy consumption of various automotive technologies in Italy, Res. Transp. Econ., 50, 3, 10.1016/j.retrec.2015.06.002 Santos, 2021, Do electric vehicles need subsidies in the UK?, Energy Policy, 149, 111890, 10.1016/j.enpol.2020.111890 Shannon, 2021, Connected and autonomous vehicle injury loss events: Potential risk and actuarial considerations for primary insurers, Risk Manag. Insurance Rev., 24, 5, 10.1111/rmir.12168 Taefi, T., Kreutzfeldt, J., Held, T., Konings, R., Kotter, R., Lilley, S., Baster, H., Green, N., Laugesen, M., Jacobsson, S., Borgqvist, M., Nyquist, C. (2014) Comparative Analysis of European examples of Freight Electric Vehicles Schemes. A systematic case study approach with examples from Denmark, Germany, The Netherlands, Sweden and the UK, Dynamics in Logistics - Proceedings of the 4th International Conference LDIC, 2014 Bremen, Germany. Taiebat, 2019, Forecasting the Impact of Connected and Automated Vehicles on Energy Use: A Microeconomic Study of Induced Travel and Energy Rebound, Applied Energy, Volume 247, ISSN, 297–308, 0306 van Velzen, 2019, Proposing a more comprehensive future total cost of ownership estimation framework for electric vehicles, Energy Policy, 129, 1034, 10.1016/j.enpol.2019.02.071 Wadud, 2016, Help or hindrance? The travel, energy and carbon impacts of highly automated vehicles, Transp. Res. Part A: Policy Pract., 86, 1 Wadud, 2017, Fully automated vehicles: A cost of ownership analysis to inform early adoption, Transp. Res. Part A: Policy Pract., 101, 163 Weldon, 2018, Long-term cost of ownership comparative analysis between electric vehicles and internal combustion engine vehicles, Sustainable Cities Soc., 39, 578, 10.1016/j.scs.2018.02.024 Yang, 2019, The government regulation and market behavior of the new energy automotive industry, J. Cleaner Prod., 210, 1281, 10.1016/j.jclepro.2018.11.124 Zhang, 2021, COVID-19 and transport: Findings from a world-wide expert survey, Transp. Policy, 103, 68, 10.1016/j.tranpol.2021.01.011