AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
Article Link
Collect
Submit Manuscript
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Review | Open Access

Unveiling the determinants of battery electric vehicle performan A systematic review and meta-analysis

Fangjie LiuaMuhammad Shafiqueb( )Xiaowei Luoa( )
Department of Architecture and Civil Engineering, City University of Hong Kong, Hong Kong, 999077, China
Department of Civil and Environmental Engineering, Brunel University London, Middlesex, UB8 3PH, UK
Show Author Information

Abstract

The transition toward battery electric vehicles (BEVs) is a critical element in the global shift toward sustainable transportation. This meta-analysis delves into the multifaceted factors influencing BEV performance, including environmental, technological, behavioral, and political-economic determinants. The purpose of this review is to systematically organize and assess how these factors impact BEV efficiency and sustainability across various operational scenarios, such as driving, charging, and decommissioning. By examining a wide range of literature, this study constructs a comprehensive framework that categorizes the primary components and performance metrics, revealing complex relationships and potential causal connections. The findings highlight that although technological advancements and regulatory frameworks are the predominant drivers of BEV performance, environmental conditions and user behaviors also play significant roles. The key emerging topics identified suggest further research avenues, particularly in optimizing battery technology and expanding policy support. Additionally, the analysis provides new and systematic insights compared with previous reviews, offering a clearer understanding of the determinants, their impacts, and the interactions between them. These insights are crucial for developing a transparent evaluation system for future research and policy formulation. This comprehensive synthesis not only aids in understanding the current landscape but also in directing future scholarly and practical endeavors in electric vehicle research.

References

 

Aalund, R., Diao, W., Kong, L., Pecht, M., 2021. Understanding the non-collision related battery safety risks in electric vehicles a case study in electric vehicle recalls and the LG chem battery. IEEE Access 9, 89527–89532.

 

Abdul Qadir, S., Ahmad, F., Mohsin A B Al-Wahedi, A., Iqbal, A., Ali, A., 2024. Navigating the complex realities of electric vehicle adoption: a comprehensive study of government strategies, policies, and incentives. Energy Strategy Rev. 53, 101379.

 

Abdul-Manan, A.F.N., Gordillo Zavaleta, V., Agarwal, A.K., Kalghatgi, G., Amer, A.A., 2022. Electrifying passenger road transport in India requires near-term electricity grid decarbonisation. Nat. Commun. 13, 2095.

 

Ager-Wick Ellingsen, L., Jayne Thorne, R., Wind, J., Figenbaum, E., Romare, M., Nordelöf, A., 2022. Life cycle assessment of battery electric buses. Transport. Res. Transport Environ. 112, 103498.

 

Agoundedemba, M., Kim, C.K., Kim, H.G., 2023. Energy status in Africa: challenges, progress and sustainable pathways. Energies 16, 7708.

 

Agrawal, S., Zheng, H., Peeta, S., Kumar, A., 2016. Routing aspects of electric vehicle drivers and their effects on network performance. Transport. Res. Transport Environ. 46, 246–266.

 

Ahmed, I., Ahmad, I., Ahmed, S., Adil, H.M.M., 2021. Robust nonlinear control of battery electric vehicle charger in grid to vehicle applications. J. Energy Storage 42, 103039.

 

Ahmed, S., Trask, S.E., Dees, D.W., Nelson, P.A., Lu, W., Dunlop, A.R., et al., 2018. Cost of automotive lithium-ion batteries operating at high upper cutoff voltages. J. Power Sources 403, 56–65.

 
Aijaz, I., Ahmad, A., 2022. Agarwal, P., Mittal, M., Ahmed, J., Idrees, S.M. (Eds.), Electric Vehicles for Environmental Sustainability. In: Smart Technologies for Energy and Environmental Sustainability.
 
Al Haddad, R., Basma, H., Mansour, C., 2020. Genetic algorithm control strategy for heat pump system in battery electric buses. In: 2020 IEEE Vehicle Power and Propulsion Conference (VPPC), pp. 1–6.
 

Alamgir, M., 2017. Lithium has transformed vehicle technology: how trends in Li-ion battery technology have developed for vehicle electrification. IEEE Electrific. Mag. 5, 43–52.

 

Alanazi, F., 2023. Electric vehicles: benefits, challenges, and potential solutions for widespread adaptation. Appl. Sci. 13, 6016.

 

Allca-Pekarovic, A., Kollmeyer, P.J., Reimers, J., Mahvelatishamsabadi, P., Mirfakhrai, T., Naghshtabrizi, P., et al., 2024. Loss modeling and testing of 800-V DC bus IGBT and SiC traction inverter modules. IEEE Trans. Transp. Electrific. 10, 2923–2935.

 

Álvarez Fernández, R., 2018. A more realistic approach to electric vehicle contribution to greenhouse gas emissions in the city. J. Clean. Prod. 172, 949–959.

 

Al-Wreikat, Y., Serrano, C., Sodré, J.R., 2021. Driving behaviour and trip condition effects on the energy consumption of an electric vehicle under real-world driving. Appl. Energy 297, 117096.

 

Ambrose, H., Kendall, A., Lozano, M., Wachche, S., Fulton, L., 2020. Trends in life cycle greenhouse gas emissions of future light duty electric vehicles. Transp. Res. Part D Transp. Environ. 81, 102287.

 

Aminzadegan, S., Shahriari, M., Mehranfar, F., Abramović, B., 2022. Factors affecting the emission of pollutants in different types of transportation: a literature review. Energy Rep. 8, 2508–2529.

 

An, K., 2020. Battery electric bus infrastructure planning under demand uncertainty. Transport. Res. C Emerg. Technol. 111, 572–587.

 
Anwar, M., Hasan, S.M.N., Teimor, M., Korich, M., Hayes, M.B., 2015. Development of a power dense and environmentally robust traction power inverter for the secondgeneratio chevrolet VOLT extended-range EV. In: 2015 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 6006–6013.
 

Arfa Grunditz, E., Thiringer, T., 2016. Characterizing BEV powertrain energy consumption, efficiency, and range during official and drive cycles from Gothenburg, Sweden. IEEE Trans. Veh. Technol. 65, 3964–3980.

 

Aviles, J.E., Paniagua-Guerra, L.E., Ramos-Alvarado, B., 2023. Liquid-cooled heat sink design for a multilevel inverter switch with considerations for heat spreading and manufacturability. Appl. Therm. Eng. 219, 119588.

 

Baek, D., Chang, N., 2019. Runtime power management of battery electric vehicles for extended range with consideration of driving time. IEEE Trans. VLSI Syst 27, 549–559.

 

Bajpai, R.S., Srivastava, A., Singh, A., Kumar, S., 2024. Intelligent control of DC microgrid involving multiple renewables for fast charging control of electric vehicles. Elec. Power Compon. Syst. 1–22.

 

Barco, J., Guerra, A., Muñoz, L., Quijano, N., 2017. Optimal routing and scheduling of charge for electric vehicles: a case study. Math. Probl Eng. 2017, 8509783.

 

Barreras, J.V., Pinto, C., de Castro, R., Schaltz, E., Andreasen, S.J., Rasmussen, P.O. et al., 2016. Evaluation of a novel BEV concept based on fixed and swappable Li-ion battery packs. IEEE Trans. Ind. Appl. 52, 5073–5085.

 

Basma, H., Mansour, C., Haddad, M., Nemer, M., Stabat, P., 2022. Energy consumption and battery sizing for different types of electric bus service. Energy 239, 122454.

 

Bauer, C., Hofer, J., Althaus, H.J., Del Duce, A., Simons, A., 2015. The environmental performance of current and future passenger vehicles: life cycle assessment based on a novel scenario analysis framework. Appl. Energy 157, 871–883.

 

Bauer, G.S., Phadke, A., Greenblatt, J.B., Rajagopal, D., 2019. Electrifying urban ridesourcing fleets at no added cost through efficient use of charging infrastructure. Transport. Res. C Emerg. Technol. 105, 385–404.

 

Beddows, D.C.S., Harrison, R.M., 2021. PM10 and PM2.5 emission factors for non-exhaust particles from road vehicles: dependence upon vehicle mass and implications for battery electric vehicles. Atmos. Environ. 244, 117886.

 

Benoliel, P., Jenn, A., Tal, G., 2021. Examining energy uncertainty in battery bus deployments for transit agencies in California. Transport. Res. Transport Environ. 98, 102963.

 

Bi, J., Wang, Y., Sai, Q., Ding, C., 2019. Estimating remaining driving range of battery electric vehicles based on real-world data: a case study of Beijing, China. Energy 169, 833-843

 

Blades, L.A.W., Matthews, T., McGrath, T.E., Early, J., Cunningham, G., Harris, A., 2024. Predicting energy consumption of zero emission buses using route feature selection methods. Transport. Res. Transport Environ. 130, 104158.

 
Bloomberg, 2024. Top China lithium firms look past profit slump and vow expansion. https://www.bloomberg.com/news/articles/2024-04-01/top-china-lithium-firms-look-past-profit-slump-and-vow-expansion.
 

Boretti, A., 2023. Battery energy storage in electric vehicles by 2030. Energy Storage 5, 383.

 

Bottiglione, F., De Pinto, S., Mantriota, G., Sorniotti, A., 2014. Energy consumption of a battery electric vehicle with infinitely variable transmission. Energies 7, 8317–8337.

 

Brendel, A.B., Lichtenberg, S., Brauer, B., Nastjuk, I., Kolbe, L.M., 2018. Improving electric vehicle utilization in carsharing: a framework and simulation of an e-carsharing vehicle utilization management system. Transp. Res. Part D Transp Environ. 64, 230–245.

 

Broadbent, G.H., Metternicht, G.I., Wiedmann, T.O., 2021. Increasing electric vehicle uptake by updating public policies to shift attitudes and perceptions: case study of New Zealand. Energies 14, 2920.

 

Burd, J.T.J., Moore, E.A., Ezzat, H., Kirchain, R., Roth, R., 2021. Improvements in electric vehicle battery technology influence vehicle lightweighting and material substitution decisions. Appl. Energy 283, 116269.

 

Campanari, S., Manzolini, G., Garcia de la Iglesia, F., 2009. Energy analysis of electric vehicles using batteries or fuel cells through well-to-wheel driving cycle simulations. J. Power Sources 186, 464–477.

 

Chakraborty, P., Parker, R., Hoque, T., Cruz, J., Du, L., Wang, S., et al., 2022. Addressing the range anxiety of battery electric vehicles with charging en route. Sci. Rep. 12, 5588.

 

Chakraborty, S., Vu, H.N., Hasan, M.M., Tran, D.D., El Baghdadi, M., Hegazy, O., 2019. DC-DC converter topologies for electric vehicles, plug-in hybrid electric vehicles and fast charging stations: state of the art and future trends. Energies 12, 1569.

 

Chang, C., Zhang, J., Zhang, K., Zhong, W., Peng, X., Li, S., et al., 2023. BEV-V2X: cooperative birds-eye-view fusion and grid occupancy prediction via V2X-based data sharing. IEEE Trans. Intell. Veh. 8, 4498–4514.

 

Chau, K.T., Chan, C.C., Liu, C., 2008. Overview of permanent-magnet brushless drives for electric and hybrid electric vehicles. IEEE Trans. Ind. Electron. 55, 2246–2257.

 

Chen, H., Rakha, H.A., 2020. Battery electric vehicle eco-cooperative adaptive cruise control in the vicinity of signalized intersections. Energies 13, 2433.

 

Cheng, Y., Ding, L., Zhao, T., Cui, S., 2024. Design and optimization of electric vehicle traction motor considering rotor topology and manufacturing uncertainty. IEEE Trans. Ind. Electron. 71, 5034–5044.

 

Choi, H., Shin, J., Woo, J., 2018. Effect of electricity generation mix on battery electric vehicle adoption and its environmental impact. Energy Pol. 121, 13–24.

 

Clinton, B.C., Steinberg, D.C., 2019. Providing the Spark: impact of financial incentives on battery electric vehicle adoption. J. Environ. Econ. Manag. 98, 102255.

 

Coban, H., Lewicki, W., Sendek-Matysiak, E., Łosiewicz, Z., Drożdż, W., Miśkiewicz, R., 2022. Electric vehicles and vehicle-grid interaction in the Turkish electricity system. Energies 15, 8218.

 

Conway, G., Joshi, A., Leach, F., García, A., Senecal, P.K., 2021. A review of current and future powertrain technologies and trends in 2020. Transport Eng. 5, 100080.

 

Danilecki, K., Smurawski, P., Urbanowicz, K., 2023. Optimization of car use time for different maintenance and repair scenarios based on life cycle assessment. Appl. Sci. 13, 9843.

 
De Seram, R., Golder, A., Williamson, S.S., 2023. Recent advancements in solid state transformer-based EV fast charging stations. In: 2023 IEEE 14th International Conference on Power Electronics and Drive Systems (PEDS), pp. 1–6.
 

Deng, J., Bae, C., Denlinger, A., Miller, T., 2020. Electric vehicles batteries: requirements and challenges. Joule 4, 511–515.

 

Dey, S., Sreenivasulu, A., Veerendra, G.T.N., Rao, K.V., Babu, P.S.S.A., 2022. Renewable energy present status and future potentials in India: an overview. Innov. Green. Dev. 1, 100006.

 
Dhameja, S., 2001. Electric Vehicle Battery Systems. Elsevier, Amsterdam, the Netherlands.
 

Dirks, N., Schiffer, M., Walther, G., 2022. On the integration of battery electric buses into urban bus networks. Transport. Res. C Emerg. Technol. 139, 103628.

 

Dong, J., Wu, X., Liu, C., Lin, Z., Hu, L., 2020. The impact of reliable range estimation on battery electric vehicle feasibility. Int. J. Sustain. Transp. 14, 833–842.

 

Donkers, A., Yang, D., Viktorović, M., 2020. Influence of driving style, infrastructure, weather and traffic on electric vehicle performance. Transport. Res. Transport Environ. 88, 102569.

 
Dottle, R., Politics, L.K.G., 2023. Climate disasters drain US emergency fund. Adding to Government Shutdown Risk. https://www.bloomberg.com/graphics/2023-femadisaster-relief-fund-extreme-weather-climate-aid.
 

Du, J., Hu, L., Mao, J., Zhang, Y., 2021. Optimal vibration suppression modification method for high-speed helical gear transmission of battery electric vehicles under full working conditions. Machines 9, 226.

 

Du, J., Ouyang, M., Wu, X., Meng, X., Li, J., Li, F., et al., 2019. Technological direction prediction for battery electric bus under influence of China's new subsidy scheme. J. Clean. Prod. 222, 267–279.

 

Duffner, F., Wentker, M., Greenwood, M., Leker, J., 2020. Battery cost modeling: a review and directions for future research. Renew. Sustain. Energy Rev. 127, 109872.

 

Dunn, J.B., Gaines, L., Sullivan, J., Wang, M.Q., 2012. Impact of recycling on cradle-to-gate energy consumption and greenhouse gas emissions of automotive lithium-ion batteries. Environ. Sci. Technol. 46, 12704–12710.

 

Ecer, F., 2021. A consolidated MCDM framework for performance assessment of battery electric vehicles based on ranking strategies. Renew. Sustain. Energy Rev. 143, 110916.

 

ElMenshawy, M., Massoud, A., 2020. Modular isolated DC-DC converters for ultra-fast EV chargers: a generalized modeling and control approach. Energies 13, 2540.

 

Eser, P., Chokani, N., Abhari, R.S., 2018. Impacts of battery electric vehicles on renewable integration within the 2030 European power system. Int. J. Energy Res. 42, 4142–4156.

 
Evtimov, I., Ivanov, R., Stanchev, H., Kadikyanov, G., Staneva, G., Sapundzhiev, M., 2020. Energy efficiency and ecological impact of the vehicles. In: Lecture Notes in Networks and Systems, pp. 169–250.
 

Fan, E., Li, L., Wang, Z., Lin, J., Huang, Y., Yao, Y., et al., 2020. Sustainable recycling technology for Li-ion batteries and beyond: challenges and future prospects. Chem. Rev. 120, 7020–7063.

 
Faraz, A., Ambikapathy, A., Thangavel, S., Logavani, K., Arun Prasad, G., 2021. Battery electric vehicles (BEVs). In: Patel, N., Bhoi, A.K., Padmanaban, S., Holm-Nielsen, J.B. (Eds.), Electric Vehicles: Modern Technologies and Trends. Springer, Singapore, pp. 137–160.
 

Feng, J., Khan, A.M., 2024. Accelerating urban road transportation electrification: planning, technology, economic and implementation factors in converting gas stations into fast charging stations. Energy Syst. 1–32.

 

Ferrer, A.L.C., Thomé, A.M.T., 2023. Carbon emissions in transportation: a synthesis framework. Sustainability 15, 8475.

 
Ferris, N., 2023. COP28: EVs a bright spot but more needed in developing countries.Energy Monitor. https://www.energymonitor.ai/policy/international-treaties/evs-abright-spot-at-cop28-but-action-needed-in-developing-countries.
 

Fichtner, M., Edström, K., Ayerbe, E., Berecibar, M., Bhowmik, A., Castelli, I.E., et al., 2022. Rechargeable batteries of the future—the state of the art from a BATTERY 2030+ perspective. Adv. Energy Mater. 12, 2102904. https://doi.org/10.1002/aenm.202102904.

 

Figenbaum, E., 2020. Battery electric vehicle fast charging–evidence from the Norwegian market. World Electr. Veh. J. 11, 38.

 

Fiori, C., Ahn, K., Rakha, H.A., 2018. Optimum routing of battery electric vehicles: insights using empirical data and microsimulation. Transport. Res. Transport Environ. 64, 262–272.

 

Forrest, K., Mac Kinnon, M., Tarroja, B., Samuelsen, S., 2020. Estimating the technical feasibility of fuel cell and battery electric vehicles for the medium and heavy duty sectors in California. Appl. Energy 276, 115439.

 

Funke, S.Á., Plötz, P., Wietschel, M., 2019a. Invest in fast-charging infrastructure or in longer battery ranges? A cost-efficiency comparison for Germany. Appl. Energy 235, 888–899.

 

Funke, S.Á., Sprei, F., Gnann, T., Plötz, P., 2019b. How much charging infrastructure do electric vehicles need? A review of the evidence and international comparison. Transp. Res. Transport. Res. Transport Environ. 77, 224–242.

 

Ganesh, A.H., Xu, B., 2022. A review of reinforcement learning based energy management systems for electrified powertrains: progress, challenge, and potential solution. Renew. Sustain. Energy Rev. 154, 111833.

 

Gao, B., Meng, D., Shi, W., Cai, W., Dong, S., Zhang, Y., et al., 2022. Topology optimization and the evolution trends of two-speed transmission of EVs. Renew. Sustain. Energy Rev. 161, 112390.

 

Gao, Z., LaClair, T., Ou, S., Huff, S., Wu, G., Hao, P., et al., 2019. Evaluation of electric vehicle component performance over eco-driving cycles. Energy 172, 823–839.

 

Gao, Z., Lin, Z., LaClair, T.J., Liu, C., Li, J.M., Birky, A.K., et al., 2017. Battery capacity and recharging needs for electric buses in city transit service. Energy 122, 588–600.

 

Gao, Z., Xie, H., Yang, X., Zhang, L., Yu, H., Wang, W., et al., 2023. Electric vehicle lifecycle carbon emission reduction: a review. Carbon Neutralization 2, 528–550.

 

Gawron, J., Keoleian, G.A., De Kleine, R.D., Wallington, T.J., Kim, H.C., 2018. Life cycle assessment of connected and automated vehicles: sensing and computing subsystem and vehicle level effects. Environ. Sci. Technol. 52, 3249–3256.

 

Geiger, D., Bauer, C., 2023. Traction inverters - efficient by design. Atzelectronics Worldw 18, 50–55.

 
Gieré, R., Dietze, V., 2022. Tire-abrasion particles in the environment. In: Degradation of Elastomers in Practice, Experiments and Modeling, pp. 71–101.
 
Goli, C.S., Essakiappan, S., Sahu, P., Manjrekar, M., Shah, N., 2021. Review of recent trends in design of traction inverters for electric vehicle applications. In: 2021 IEEE 12th International Symposium on Power Electronics for Distributed Generation Systems (PEDG), pp. 1–6.
 

Gopalakrishnan, R., Goutam, S., Miguel Oliveira, L., Timmermans, J.M., Omar, N., Messagie, M., et al., 2017. A comprehensive study on rechargeable energy storage technologies. J. Electrochem. Energy Convers. Storage. 13, 040801.

 

Grube, T., Kraus, S., Reul, J., Stolten, D., 2021. Passenger car cost development through 2050. Transport. Res. Transport Environ. 101, 103110.

 

Grunditz, E.A., Thiringer, T., 2016. Performance analysis of current BEVs based on a comprehensive review of specifications. IEEE Trans. Transp Electrific 2, 270–289.

 

Gryparis, E., Papadopoulos, P., Leligou, H.C., Psomopoulos, C.S., 2020. Electricity demand and carbon emission in power generation under high penetration of electric vehicles. A European Union perspective. Energy Rep. 6, 475–486.

 

Günther, M., Kacperski, C., Krems, J.F., 2020. Can electric vehicle drivers be persuaded to eco-drive? A field study of feedback, gamification and financial rewards in Germany. Energy Res. Social Sci. 63, 101407.

 

Günther, M., Rauh, N., Krems, J.F., 2019. How driving experience and consumption related information influences eco-driving with battery electric vehicles–Results from a field study. Transp. Res. Part F Traffic Psychol. Behav. 62, 435–450.

 

Guo, J., Li, Y., Pedersen, K., Stroe, D.I., 2021. Lithium-ion battery operation, degradation, and aging mechanism in electric vehicles: an overview. Energies 14, 5220.

 

Han, X., Lu, L., Zheng, Y., Feng, X., Li, Z., Li, J., et al., 2019. A review on the key issues of the lithium ion battery degradation among the whole life cycle. eTransportation 1, 100005.

 

Hao, H., Ou, X., Du, J., Wang, H., Ouyang, M., 2014. China's electric vehicle subsidy scheme: rationale and impacts. Energy Pol. 73, 722–732.

 
Hao, L., Namuduri, C., Duan, C., Gopalakrishnan, S., Bucknor, N., 2021. BEV range improvement using highly efficient downsized DC-DC converter. In: 2021 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 5210–5216.
 

Hao, X., Wang, H., Lin, Z., Ouyang, M., 2020. Seasonal effects on electric vehicle energy consumption and driving range: a case study on personal, taxi, and ridesharing vehicles. J. Clean. Prod. 249, 119403.

 

Hao, X., Wang, H., Zheng, Y., Lin, Y., Han, S., Zhong, R., et al., 2024. Toward carbon neutral road transport: development strategies and new R&D organizational paradigms. Automot. Innov. 7, 209–224.

 
Hasan, M.M., El Baghdadi, M., Hegazy, O., 2020. Energy management strategy in electric buses for public transport using ECO-driving. In: 2020 Fifteenth International Conference on Ecological Vehicles and Renewable Energies (EVER), pp. 1–8.
 

Haustein, S., Jensen, A.F., Cherchi, E., 2021. Battery electric vehicle adoption in Denmark and Sweden: recent changes, related factors and policy implications. Energy Pol. 149, 112096.

 

He, L., Ye, W., He, Z., Song, K., Shi, Q., 2020. A combining sliding mode control approach for electric motor anti-lock braking system of battery electric vehicle. Contr. Eng. Pract. 102, 104520.

 

Hegazy, O., Barrero, R., Van Mierlo, J., Lataire, P., Omar, N., Coosemans, T., 2013. An advanced power electronics interface for electric vehicles applications. IEEE Trans. Power Electron. 28, 5508–5521.

 
Heydrich, M., Mitsching, T., Gramstat, S., Lenz, M., Ivanov, V., 2024. Integrated Chassis Control for Energy-Efficient Operation of a 2WD Battery-Electric Vehicle with InWheel Propulsion, vol. 2550. SAE Technical Paper Series.
 

Huang, Y., Kockelman, K.M., 2020. Electric vehicle charging station locations: elastic demand, station congestion, and network equilibrium. Transport. Res. Transport Environ. 78, 102179.

 

Huang, Y., Ng, E.C.Y., Zhou, J.L., Surawski, N.C., Chan, E.F.C., Hong, G., 2018. Eco-driving technology for sustainable road transport: a review. Renew. Sustain. Energy Rev. 93, 596–609.

 

Huber, J., Lohmann, K., Schmidt, M., Weinhardt, C., 2021. Carbon efficient smart charging using forecasts of marginal emission factors. J. Clean. Prod. 284, 124766.

 

Husain, I., Ozpineci, B., Islam, M.S., Gurpinar, E., Su, G.J., Yu, W., et al., 2021. Electric drive technology trends, challenges, and opportunities for future electric vehicles. Proc. IEEE 109, 1039–1059.

 

Ibrahim, A., Jiang, F., 2021. The electric vehicle energy management: an overview of the energy system and related modeling and simulation. Renew. Sustain. Energy Rev. 144, 111049.

 
Itoh, K., Ishigaki, M., Kikuchi, N., Harada, T., Sugiyama, T., 2020. A single-stage rectifier with interleaved totem-pole PFC and dual active bridge (DAB) converter for PHEV/BEV on-board charger. In: 2020 IEEE Applied Power Electronics Conference and Exposition (APEC), pp. 1936–1941.
 

Jaguemont, J., Boulon, L., Dubé, Y., 2016. A comprehensive review of lithium-ion batteries used in hybrid and electric vehicles at cold temperatures. Appl. Energy 164, 99–114.

 

Jelodar, Y.J., Salari, O., Youssef, M.Z., Ebrahimi, J., Bakhshai, A., 2024. A novel control scheme for traction inverters in electric vehicles with an optimal efficiency across the entire speed range. IEEE Access 12, 25906–25916.

 

Jenn, A., Clark-Sutton, K., Gallaher, M., Petrusa, J., 2020. Environmental impacts of extreme fast charging. Environ. Res. Lett. 15, 094060.

 

Ji, Q., Wang, C., Fan, Y., 2022. Environmental and welfare effects of vehicle purchase tax: evidence from China. Energy Econ. 115, 106377.

 

Jonas, T., Hunter, C.D., Macht, G.A., 2022. Quantifying the impact of traffic on electric vehicle efficiency. World Electr. Veh. J. 13, 15.

 

Jones, B., Nguyen-Tien, V., Elliott, R.J.R., 2023. The electric vehicle revolution: critical material supply chains, trade and development. World Econ. 46, 2–26.

 

Jorge, S., Solsona, J.A., Busada, C.A., Tapia-Otaegui, G., Susperregui Burguete, A., Martínez Aguirre, M.I., 2024. Nonlinear controller allowing the use of a small-size DC-link capacitor in grid-feeding converters. IEEE Trans. Ind. Electron. 71, 2157–2166.

 
Juergens, J., Fricasse, A., Marengo, L., Gragger, J., De Gennaro, M., Ponick, B., 2016. Innovative design of an air cooled ferrite permanent magnet assisted synchronous reluctance machine for automotive traction application. In: 2016 XXⅡ International Conference on Electrical Machines (ICEM), pp. 803–810.
 
Jurkovic, S., Rahman, K.M., Savagian, P.J., 2015. Design, optimization and development of electric machine for traction application in GM battery electric vehicle. In: 2015 IEEE International Electric Machines & Drives Conference (IEMDC), pp. 1814–1819.
 

Jyotheeswara Reddy, K., Natarajan, S., 2018. Energy sources and multi-input DC-DC converters used in hybrid electric vehicle applications–A review. Int. J Hydrog. Energy 43, 17387–17408.

 

Kang, S., Kwon, M., Choi, J.Y., Choi, S., 2023. Full-scale fire testing of battery electric vehicles. Appl. Energy 332, 120497.

 

Kapustin, A.V., Shchurov, N.I., 2023. An overview of main multilevel inverter topologies. Russ. Electr. Eng. 94, 334–339.

 

Kawamoto, R., Mochizuki, H., Moriguchi, Y., Nakano, T., Motohashi, M., Sakai, Y., et al., 2019. Estimation of CO2 emissions of internal combustion engine vehicle and battery electric vehicle using LCA. Sustainability 11, 2690.

 

Ke, W., Zhang, S., He, X., Wu, Y., Hao, J., 2017. Well-to-wheels energy consumption and emissions of electric vehicles: mid-term implications from real-world features and air pollution control progress. Appl. Energy 188, 367–377.

 

Khaligh, A., D’Antonio, M., 2019. Global trends in high-power on-board chargers for electric vehicles. IEEE Trans. Veh. Technol. 68, 3306–3324.

 
Khan, M.S., Agrawal, A., 2023. An overview of Bi-directional charging converter topologies for electric vehicles and fast charging stations analysis using neural network. In: 2023 International Conference on Computational Intelligence, Communication Technology and Networking (CICTN), pp. 219–224.
 

Kii, M., Isikawa, R., Kometani, Y., 2023. Toward a carbon neutral urban transportation system in Japan. IATSS Res. 47, 171–178.

 

Kim, H.C., Wallington, T.J., Arsenault, R., Bae, C., Ahn, S., Lee, J., 2016. Cradle-to-gate emissions from a commercial electric vehicle Li-ion battery: a comparative analysis. Environ. Sci. Technol. 50, 7715–7722.

 

Kleiner, J., Komsiyska, L., Elger, G., Endisch, C., 2019. Thermal modelling of a prismatic lithium-ion cell in a battery electric vehicle environment: influences of the experimental validation setup. Energies 13, 62.

 

König, A., Nicoletti, L., Schröder, D., Wolff, S., Waclaw, A., Lienkamp, M., 2021. An overview of parameter and cost for battery electric vehicles. World Electr. Veh. J. 12, 21.

 

Koroma, M.S., Brown, N., Cardellini, G., Messagie, M., 2020. Prospective environmental impacts of passenger cars under different energy and steel production scenarios. Energies 13, 6236.

 

Koroma, M.S., Costa, D., Philippot, M., Cardellini, G., Hosen, M.S., Coosemans, T., et al., 2022. Life cycle assessment of battery electric vehicles: implications of future electricity mix and different battery end-of-life management. Sci. Total Environ. 831, 154859.

 
Korta, P., Iyer, L.V., Lai, C., Mukherjee, K., Tjong, J., Kar, N.C., 2017. A novel hybrid approach towards drive-cycle based design and optimization of a fractional slot concentrated winding SPMSM for BEVs. In: 2017 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 2086–2092.
 

Kostopoulos, E.D., Spyropoulos, G.C., Kaldellis, J.K., 2020. Real-world study for the optimal charging of electric vehicles. Energy Rep. 6, 418–426.

 

Kuntz, P., Raccurt, O., Azaïs, P., Richter, K., Waldmann, T., Wohlfahrt-Mehrens, M., et al., 2021. Identification of degradation mechanisms by post-mortem analysis for high power and high energy commercial Li-ion cells after electric vehicle aging. Batteries 7, 48.

 

Kurz, L., Faryadras, M., Klugius, I., Reichert, F., Scheibe, A., Schmidt, M., et al., 2021. Global warming potential of a new waterjet-based recycling process for cathode materials of lithium-ion batteries. Batteries 7, 29.

 
Lamantia, M., Su, Z., Chen, P., 2021. Remaining driving range estimation framework for electric vehicles in platooning applications. In: 2021 American Control Conference (ACC), pp. 424–429.
 

Lan, C., Xu, J., Qiao, Y., Ma, Y., 2016. Thermal management for high power lithium-ion battery by minichannel aluminum tubes. Appl. Therm. Eng. 101, 284–292.

 

Ledna, C., Muratori, M., Brooker, A., Wood, E., Greene, D., 2022. How to support EV adoption: tradeoffs between charging infrastructure investments and vehicle subsidies in California. Energy Pol. 165, 112931.

 

Lehtola, T.A., Zahedi, A., 2021. Electric vehicle battery cell cycle aging in vehicle to grid operations: a review. IEEE J. Emerg. Sel. Topics Power Electron 9, 423–437.

 

Li, H., Hao, Y., Xie, C., Han, Y., Wang, Z.-R., 2023a. Emerging technologies and policies for carbon–neutral transportation. Int. J. Transp. Sci. Technol. 12, 329–334.

 

Li, J., Wang, G., Wang, X., Du, Y., 2023b. Smart charging strategy for electric vehicles based on marginal carbon emission factors and time-of-use price. Sustain. Cities Soc. 96, 104708.

 

Li, Q., Wu, L., Chen, T., Li, E., Hu, L., Wang, F., et al., 2021. Multi-objective optimization design of B-pillar and rocker sub-systems of battery electric vehicle. Struct. Multidiscip. Optim. 64, 3999–4023.

 

Li, Z., Chowdhury, M., Bhavsar, P., He, Y., 2015. Optimizing the performance of vehicle-to-grid (V2G) enabled battery electric vehicles through a smart charge scheduling model. Int. J. Automot. Technol. 16, 827–837.

 

Liu, F., Shafique, M., Luo, X., 2023. Literature review on life cycle assessment of transportation alternative fuels. Environ. Technol. Innov. 32, 103343.

 

Liu, F., Shafique, M., Luo, X., 2024. Quantifying delayed climate mitigation benefits in electric and hydrogen fuel cell vehicle deployment for sustainable mobility. Sustain. Prod. Consum. 49, 398–414.

 

Liu, H., Wang, D.Z.W., 2017. Locating multiple types of charging facilities for battery electric vehicles. Transp. Res. Part B Methodol. 103, 30–55.

 

Liu, K., Yamamoto, T., Morikawa, T., 2017. Impact of road gradient on energy consumption of electric vehicles. Transport. Res. Transport Environ. 54, 74–81.

 

Liu, T., Zou, Y., Liu, D., 2016. Energy management for battery electric vehicle with automated mechanical transmission. Int. J. Veh. Des. 70, 98.

 

Löbberding, H., Wessel, S., Offermanns, C., Kehrer, M., Rother, J., Heimes, H., et al., 2020. From cell to battery system in BEVs: analysis of system packing efficiency and cell types. World Electr. Veh. J. 11, 77.

 
Loganathan, M.K., Tan, C.M., Sultana, S., Hsieh, I.Y.L., Kumaraswamidhas, L.A., Rai, R.N., 2021. Parametric performance analysis of battery operated electric vehicle. In: 2021 International Conference on Sustainable Energy and Future Electric Transportation (SEFET), pp. 1–6.
 

Lu, C., Dong, J., Hu, L., 2019. Energy-efficient adaptive cruise control for electric connected and autonomous vehicles. IEEE Intell. Transport. Syst. Mag. 11, 42–55.

 

Luk, J.M., Kim, H.C., De Kleine, R.D., Wallington, T.J., MacLean, H.L., 2018. Greenhouse gas emission benefits of vehicle lightweighting: Monte Carlo probabalistic analysis of the multi material lightweight vehicle glider. Transport. Res. Transport Environ. 62, 1–10.

 

Mahmoudzadeh Andwari, A., Pesiridis, A., Rajoo, S., Martinez-Botas, R., Esfahanian, V., 2017. A review of Battery Electric Vehicle technology and readiness levels. Renew. Sustain. Energy Rev. 78, 414–430.

 

Mahmud, I., Medha, M.B., Hasanuzzaman, M., 2023. Global challenges of electric vehicle charging systems and its future prospects: a review. Res. Transp. Bus Manag. 49, 101011.

 

Mamarikas, S., Doulgeris, S., Samaras, Z., Ntziachristos, L., 2022. Traffic impacts on energy consumption of electric and conventional vehicles. Transport. Res. Transport Environ. 105, 103231.

 

Mandade, P., Weil, M., Baumann, M., Wei, Z., 2023. Environmental life cycle assessment of emerging solid-state batteries: a review. Chem. Eng. J. Adv. 13, 100439.

 

Manivannan, B., Kathirvelu, P., Balasubramanian, R., 2023. A review on wireless charging methods–The prospects for future charging of EV. Renew. Energy Focus 46, 68–87.

 

Martins, H., Henriques, C.O., Figueira, J.R., Silva, C.S., Costa, A.S., 2023. Assessing policy interventions to stimulate the transition of electric vehicle technology in the European Union. Soc. Econ. Plann. Sci. 87, 101505.

 

Massaro, M., Dumay, J., Guthrie, J., 2016. On the shoulders of giants: undertaking a structured literature review in accounting. Account Audit. Account. J. 29, 767–801.

 

Mastoi, M.S., Zhuang, S., Munir, H.M., Haris, M., Hassan, M., Usman, M., et al., 2022. An in-depth analysis of electric vehicle charging station infrastructure, policy implications, and future trends. Energy Rep. 8, 11504–11529.

 

Mateen, S., Amir, M., Haque, A., Bakhsh, F.I., 2023. Ultra-fast charging of electric vehicles: a review of power electronics converter, grid stability and optimal battery consideration in multi-energy systems. Sustain. Energy. Grids. Netw. 35, 101112.

 

Mayyas, A., Omar, M., Hayajneh, M., Mayyas, A.R., 2017. Vehicle's lightweight design vs. electrification from life cycle assessment perspective. J. Clean. Prod. 167, 687–701.

 

McGrath, T., Blades, L., Early, J., Harris, A., 2022. UK battery electric bus operation: examining battery degradation, carbon emissions and cost. Transp. Res. Part D Transp Environ. 109, 103373.

 
McKerracher, C., 2023. Battery bloat could backfire on electric vehicle manufacturers. https://about.bnef.com/blog/battery-bloat-could-backfire-on-electric-vehicle-manufacturers.
 
Mishra, S., Swain, S.C., Samantaray, R.K., 2021. A review on battery management system and its application in electric vehicle. In: 2021 International Conference on Advances in Computing and Communications (ICACC), pp. 1–6.
 

Mohamed, A.A.S., Lashway, C.R., Mohammed, O., 2017. Modeling and feasibility analysis of quasi-dynamic WPT system for EV applications. IEEE Trans. Transp. Electrific. 3, 343–353.

 

Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G., 2010. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Int. J. Surg. 8, 336–341.

 
Momen, F., Rahman, K., Son, Y., Savagian, P., 2016. Electrical propulsion system design of Chevrolet Bolt battery electric vehicle. In: 2016 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 1–8.
 

Neaimeh, M., Salisbury, S.D., Hill, G.A., Blythe, P.T., Scoffield, D.R., Francfort, J.E., 2017. Analysing the usage and evidencing the importance of fast chargers for the adoption of battery electric vehicles. Energy Pol. 108, 474–486.

 

Neubauer, J., Brooker, A., Wood, E., 2012. Sensitivity of battery electric vehicle economics to drive patterns, vehicle range, and charge strategies. J. Power Sources 209, 269–277.

 

Neubauer, J., Pesaran, A., Bae, C., Elder, R., Cunningham, B., 2014. Updating United States Advanced Battery Consortium and Department of Energy battery technology targets for battery electric vehicles. J. Power Sources 271, 614–621.

 

Neubauer, J., Wood, E., 2014. Thru-life impacts of driver aggression, climate, cabin thermal management, and battery thermal management on battery electric vehicle utility. J. Power Sources 259, 262–275.

 

Neumann, I., Franke, T., Cocron, P., Bühler, F., Krems, J.F., 2015. Eco-driving strategies in battery electric vehicle use–how do drivers adapt over time? IET Intell. Transp. Syst. 9, 746–753.

 

Ngo, H., Kumar, A., Mishra, S., 2020. Optimal positioning of dynamic wireless charging infrastructure in a road network for battery electric vehicles. Transp. Res. Part D Transp Environ. 85, 102385.

 

Nykvist, B., Sprei, F., Nilsson, M., 2019. Assessing the progress toward lower priced long range battery electric vehicles. Energy Pol. 124, 144–155.

 

Offer, G.J., Yufit, V., Howey, D.A., Wu, B., Brandon, N.P., 2012. Module design and fault diagnosis in electric vehicle batteries. J. Power Sources 206, 383–392.

 

Oubelaid, A., Taib, N., Nikolovski, S., Alharbi, T.E.A., Rekioua, T., Flah, A., et al., 2022. Intelligent speed control and performance investigation of a vector controlled electric vehicle considering driving cycles. Electronics 11, 1925.

 

Ouyang, D., Zhou, S., Ou, X., 2021. The total cost of electric vehicle ownership: a consumer-oriented study of China's post-subsidy era. Energy Pol. 149, 112023.

 

Patil, P., Kazemzadeh, K., Bansal, P., 2023. Integration of charging behavior into infrastructure planning and management of electric vehicles: a systematic review and framework. Sustain. Cities Soc. 88, 104265.

 

Paul, J., Lim, W.M., O’Cass, A., Hao, A.W., Bresciani, S., 2021. Scientific procedures and rationales for systematic literature reviews (SPAR-4-SLR). Int. J. Consum. Stud. 45, 1–16.

 

Pearre, N.S., Kempton, W., Guensler, R.L., Elango, V.V., 2011. Electric vehicles: how much range is required for a day's driving?. Transport. Res. C Emerg. Technol. 19, 1171–1184.

 

Pei, M., Hu, Y., Han, W., Qu, X., Zou, C., 2024. Life-Cycle analysis of economic and environmental effects for electric bus transit systems. Transport. Res. Transport Environ. 131, 104205.

 

Pelletier, S., Jabali, O., Laporte, G., Veneroni, M., 2017. Battery degradation and behaviour for electric vehicles: review and numerical analyses of several models. Transp. Res. Part B Methodol. 103, 158–187.

 

Peng, T., Ou, X., Yan, X., 2018. Development and application of an electric vehicles life-cycle energy consumption and greenhouse gas emissions analysis model. Chem. Eng. Res. Des. 131, 699–708.

 

Perger, T., Auer, H., 2020. Energy efficient route planning for electric vehicles with special consideration of the topography and battery lifetime. Energy Effic 13, 1705–1726.

 

Petrauskienė, K., Skvarnavičiūtė, M., Dvarionienė, J., 2020. Comparative environmental life cycle assessment of electric and conventional vehicles in Lithuania. J. Clean. Prod. 246, 119042.

 
Philipsen, R., Brell, T., Biermann, H., Eickels, T., Brost, W., Ziefle, M., 2019. Should I stay or should I go? - influencing context factors for users' decisions to charge or refuel their vehicles. In: Advances in Intelligent Systems and Computing, pp. 573–584.
 

Picatoste, A., Justel, D., Mendoza, J.M.F., 2022. Circularity and life cycle environmental impact assessment of batteries for electric vehicles: Industrial challenges, best practices and research guidelines. Renew. Sustain. Energy Rev. 169, 112941.

 

Poorfakhraei, A., Narimani, M., Emadi, A., 2021. A review of modulation and control techniques for multilevel inverters in traction applications. IEEE Access 9, 24187–24204.

 

Pradhan, R., Keshmiri, N., Emadi, A., 2023. On-board chargers for high-voltage electric vehicle powertrains: future trends and challenges. IEEE Open J. Power Electron. 4, 189–207.

 
Pratico, F.G., Briante, P.G., Speranza, G., 2020. Acoustic impact of electric vehicles. In: 2020 IEEE 20th Mediterranean Electrotechnical Conference (MELECON), pp. 7–12.
 

Pražanová, A., Kočí, J., Mika, M.H., Pilnaj, D., Plachý, Z., Knap, V., 2023. Pre-recycling material analysis of NMC lithium-ion battery cells from electric vehicles. Crystals 13, 214.

 

Pucci, P., 2021. Spatial dimensions of electric mobility—scenarios for efficient and fair diffusion of electric vehicles in the Milan Urban Region. Cities 110, 103069.

 

Rangaraju, S., De Vroey, L., Messagie, M., Mertens, J., Van Mierlo, J., 2015. Impacts of electricity mix, charging profile, and driving behavior on the emissions performance of battery electric vehicles: a Belgian case study. Appl. Energy 148, 496–505.

 

Rauh, N., Franke, T., Krems, J.F., 2015. Understanding the impact of electric vehicle driving experience on range anxiety. Hum. Factors 57, 177–187.

 

Rauh, N., Günther, M., Krems, J.F., 2020. Positive influence of practical electric vehicle driving experience and range related knowledge on drivers' experienced range stress. Transp. Res. Part F Traffic Psychol Behav. 71, 182–197.

 

Reimers, J., Dorn-Gomba, L., Mak, C., Emadi, A., 2019. Automotive traction inverters: current status and future trends. IEEE Trans. Veh. Technol. 68, 3337–3350.

 

Rissman, J., Bataille, C., Masanet, E., Aden, N., Morrow, W.R., Zhou, N., et al., 2020. Technologies and policies to decarbonize global industry: review and assessment of mitigation drivers through 2070. Appl. Energy 266, 114848.

 

Robinette, D., 2023. Electric motor and transmission integration for light-duty electric vehicles: a 2023 benchmarking perspective and component sizing for a fleet approach. Vehicles 5, 1167–1195.

 

Rodrigues, A.L.P., Seixas, S.R.C., 2022. Battery-electric buses and their implementation barriers: analysis and prospects for sustainability. Sustain. Energy Technol. Assess. 51, 101896.

 
Rösch, T., Raghuraman, S., Sommer, M., Junk, C., Baumann, D., Sax, E., 2023. Multi-layer approach for energy consumption optimization in electric buses. In: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), pp. 1–6.
 

Roscher, M.A., Leidholdt, W., Trepte, J., 2012. High efficiency energy management in BEV applications. Int. J. Electr. Power Energy Syst. 37, 126–130.

 
Rothgang, S., Baumhofer, T., Sauer, D.U., 2014. Diversion of aging of battery cells in automotive systems. In: 2014 IEEE Vehicle Power and Propulsion Conference (VPPC), pp. 1–6.
 

Ruan, J., Song, Q., 2019. A novel dual-motor two-speed direct drive battery electric vehicle drivetrain. IEEE Access 7, 54330–54342.

 

Ruan, J., Song, Q., Yang, W., 2019. The application of hybrid energy storage system with electrified continuously variable transmission in battery electric vehicle. Energy 183, 315–330.

 

Ruan, J., Walker, P., Zhang, N., 2018. Comparison of power consumption efficiency of CVT and multi-speed transmissions for electric vehicle. Int. J. Automot. Eng. 9, 268–275.

 

Ruan, J., Walker, P., Zhang, N., 2016. A comparative study energy consumption and costs of battery electric vehicle transmissions. Appl. Energy 165, 119–134.

 

Ruan, J., Wu, C., Cui, H., Li, W., Sauer, D.U., 2023. Delayed deep deterministic policy gradient-based energy management strategy for overall energy consumption optimization of dual motor electrified powertrain. IEEE Trans. Veh. Technol. 72, 11415–11427.

 

Rupp, M., Handschuh, N., Rieke, C., Kuperjans, I., 2019. Contribution of country-specific electricity mix and charging time to environmental impact of battery electric vehicles: a case study of electric buses in Germany. Appl. Energy 237, 618–634.

 

Safari, M., 2018. Battery electric vehicles: looking behind to move forward. Energy Pol. 115, 54–65.

 

Sajadi-Alamdari, S.A., Voos, H., Darouach, M., 2019. Nonlinear model predictive control for ecological driver assistance systems in electric vehicles. Robot. Auton. Syst. 112, 291–303.

 

Sakti, A., Michalek, J.J., Fuchs, E.R.H., Whitacre, J.F., 2015. A techno-economic analysis and optimization of Li-ion batteries for light-duty passenger vehicle electrification. J. Power Sources 273, 966–980.

 

Sankaran, G., Venkatesan, S., 2021. Standardization of electric vehicle battery pack geometry form factors for passenger car segments in India. J. Power Sources 502, 230008.

 

Sankaran, G., Venkatesan, S., Prabhahar, M., 2020. Range Anxiety on electric vehicles in India-Impact on customer and factors influencing range Anxiety. Mater. Today Proc. 33, 895–901.

 

Satheesan, J., Thankappan Nair, R., 2023. An adaptive energy management strategy for supercapacitor supported solar-powered electric vehicle charging station. Int. J. Emerg. Electr. Power Syst. 24, 705–716.

 

Sawant, V., Zambare, P., 2024. DC fast charging stations for electric vehicles: a review. Energy Convers. Econ. 5, 54–71.

 

Sayed, K., Kassem, A., Saleeb, H., Alghamdi, A.S., Abo-Khalil, A.G., 2020. Energy-saving of battery electric vehicle powertrain and efficiency improvement during different standard driving cycles. Sustainability 12, 10466.

 

Schlott, S., 2020. The routes to carbon-neutral freight transport. ATZ Worldw 122, 8–13.

 

Schönknecht, A., Babik, A., Rill, V., 2016. Electric powertrain system design of BEV and HEV applying a multi objective optimization methodology. Transp. Res. Procedia 14, 3611–3620.

 

Schwab, J., Sölch, C., Zöttl, G., 2022. Electric Vehicle Cost in 2035: the impact of market penetration and charging strategies. Energy Econ. 114, 106263.

 

Scorrano, M., Danielis, R., Giansoldati, M., 2020. Dissecting the total cost of ownership of fully electric cars in Italy: the impact of annual distance travelled, home charging and urban driving. Res. Transp. Econ. 80, 100799.

 

Sergi, F., Arista, A., Agnello, G., Ferraro, M., Andaloro, L., Antonucci, V., 2016. Characterization and comparison between lithium iron p hosphate and lithium-polymers batteries. J. Energy Storage 8, 235–243.

 

Shafique, M., Azam, A., Rafiq, M., Luo, X., 2022. Life cycle assessment of electric vehicles and internal combustion engine vehicles: a case study of Hong Kong. Res. Transp. Econ. 91, 101112.

 

Shafique, M., Akbar, A., Rafiq, M., Azam, A., Luo, X., 2023. Global material flow analysis of end-of-life of lithium nickel manganese cobalt oxide batteries from battery electric vehicles. Waste Manag. Res. 41, 376–388.

 

Sharma, S., Panwar, A.K., Tripathi, M.M., 2020. Storage technologies for electric vehicles. J. Traffic Transp. Eng. Engl. Ed. 7, 340–361.

 

Sheldon, T.L., Dua, R., 2019. Measuring the cost-effectiveness of electric vehicle subsidies. Energy Econ. 84, 104545.

 

Sheldon, T.L., Dua, R., Alharbi, O.A., 2023. Electric vehicle subsidies: time to accelerate or pump the brakes?. Energy Econ. 106641.

 

Shelly, T.J., Weibel, J.A., Ziviani, D., Groll, E.A., 2021. Comparative analysis of battery electric vehicle thermal management systems under long-range drive cycles. Appl. Therm. Eng. 198, 117506.

 

Shi, B., Ramones, A.I., Liu, Y., Wang, H., Li, Y., Pischinger, S., et al., 2023. A review of silicon carbide MOSFETs in electrified vehicles: application, challenges, and future development. IET Power Electron. 16, 2103–2120.

 

Shui, B., Shafique, M., Luo, X., 2024. Light-duty passenger vehicle electrification in China from 2021 to 2050 and associated greenhouse gas emissions: a dynamic fleet perspective. Transport. Res. Transport Environ. 130, 104199.

 

Siebenhofer, M., Ajanovic, A., Haas, R., 2021. How policies affect the dissemination of electric passenger cars worldwide. Energies 14, 2093.

 

Singh, V., Singh, V., Vaibhav, S., 2021. Analysis of electric vehicle trends, development and policies in India. Case Stud. Transp. Policy 9, 1180–1197.

 

Straub, F., Maier, O., Göhlich, D., Strunz, K., 2023. Sector coupling through vehicle to grid: a case study for electric vehicles and households in berlin, Germany. World Electr. Veh. J. 14, 77.

 

Su, Z., Chen, P., 2022. Cooperative eco-driving controller for battery electric vehicle platooning. IFAC-PapersOnLine 55, 205–210.

 

Sun, X., Luo, X., Zhang, Z., Meng, F., Yang, J., 2020. Life cycle assessment of lithium nickel cobalt manganese oxide (NCM) batteries for electric passenger vehicles. J. Clean. Prod. 273, 123006.

 

Tagliaferri, C., Evangelisti, S., Acconcia, F., Domenech, T., Ekins, P., Barletta, D., et al., 2016. Life cycle assessment of future electric and hybrid vehicles: a cradle-to-grave systems engineering approach. Chem. Eng. Res. Des. 112, 298–309.

 

Tamayao, M. A M., Michalek, J.J., Hendrickson, C., Azevedo, I.M.L., 2015. Regional variability and uncertainty of electric vehicle life cycle CO2 emissions across the United States. Environ. Sci. Technol. 49, 8844–8855.

 

Tang, B., Xu, Y., Wang, M., 2022. Life cycle assessment of battery electric and internal combustion engine vehicles considering the impact of electricity generation mix: a case study in China. Atmosphere 13, 252.

 

Tang, X., Guo, Q., Li, M., Wei, C., Pan, Z., Wang, Y., 2021. Performance analysis on liquid-cooled battery thermal management for electric vehicles based on machine learning. J. Power Sources 494, 229727.

 

Tarar, M.O., Hassan, N.U., Naqvi, I.H., Pecht, M., 2023. Techno-economic framework for electric vehicle battery swapping stations. IEEE Trans. Transp. Electrific. 9, 4458–4473.

 

Teng, S., Chen, L., Ai, Y., Zhou, Y., Zhe, X., Hu, X., 2023. Hierarchical interpretable imitation learning for end-to-end autonomous driving. IEEE Trans. Intell. Veh. 8, 673–683.

 
The European Green Deal, 2020. 2050 long-term strategy-European Commission. https://climate.ec.europa.eu/eu-action/climate-strategies-targets/2050-long-term-strategy_en.
 

Thomas, C.E., 2012. US marginal electricity grid mixes and EV greenhouse gasemissions. Int. J. Hydrog. Energy 37, 19231–19240.

 

Tian, Y., Wang, Z., Ji, X., Ma, L., Zhang, L., Hong, X., et al., 2023. A concept dual-motor powertrain for battery electric vehicles: principle, modeling and mode-shift. Mech. Mach. Theory 185, 105330.

 

Timilsina, L., Badr, P.R., Hoang, P.H., Ozkan, G., Papari, B., Edrington, C.S., 2023. Battery degradation in electric and hybrid electric vehicles: a survey study. IEEE Access 11, 42431–42462.

 

Tong, H.Y., Ng, K.W., 2023. Developing electric bus driving cycles with significant road gradient changes: a case study in Hong Kong. Sustain. Cities Soc. 98, 104819.

 

Tran, M., Banister, D., Bishop, J.D.K., McCulloch, M.D., 2012. Realizing the electric-vehicle revolution. Nat. Clim. Change 2, 328–333.

 

Turksoy, A., Teke, A., Alkaya, A., 2020. A comprehensive overview of the dc-dc converter-based battery charge balancing methods in electric vehicles. Renew. Sustain. Energy Rev. 133, 110274.

 

Upadhyayula, V.K.K., Parvatker, A.G., Baroth, A., Shanmugam, K., 2019. Lightweighting and electrification strategies for improving environmental performance of passenger cars in India by 2030: a critical perspective based on life cycle assessment. J. Clean. Prod. 209, 1604–1613.

 

Van der Meer, D., Chandra Mouli, G.R., Morales-Espana Mouli, G., Elizondo, L.R., Bauer, P., 2018. Energy management system with PV power forecast to optimally charge EVs at the workplace. IEEE Trans. Ind. Inf. 14, 311–320.

 

Venugopal, R., Chandrasekar, B., Savio, A.D., Narayanamoorthi, R., Aboras, K.M., Kotb, H., et al., 2023. Review on unidirectional non-isolated high gain DC–DC converters for EV sustainable DC fast charging applications. IEEE Access 11, 78299–78338.

 

Vijaya Sambhavi, Y., Ramachandran, V., 2023. A technical review of modern traction inverter systems used in electric vehicle application. Energy Rep. 10, 3882–3907.

 

Wang, H., Zhang, H., Zhao, L., Luo, Z., Hou, K., Du, X., et al., 2022. Real-world carbon emissions evaluation for prefabricated component transportation by battery electric vehicles. Energy Rep. 8, 8186–8199.

 

Wang, L., Shen, W., Kim, H.C., Wallington, T.J., Zhang, Q., Han, W., 2020. Life cycle water use of gasoline and electric light-duty vehicles in China. Resour. Conserv. Recycl. 154, 104628.

 

Wang, Y., Bi, J., Guan, W., Lu, C., Xie, D., 2021. Optimal charging strategy for intercity travels of battery electric vehicles. Transport. Res. Transport Environ. 96, 102870.

 

Wang, Y., Bi, J., Guan, W., Zhao, X., 2018a. Optimising route choices for the travelling and charging of battery electric vehicles by considering multiple objectives. Transport. Res. Transport Environ. 64, 246–261.

 

Wang, B., Hung, D.L.S., Zhong, J., Teh, K.Y., 2018b. Energy consumption analysis of different bev powertrain topologies by design optimization. Int. J. Automot. Technol. 19, 907–914.

 

Wei, H., He, C., Li, J., Zhao, L., 2022. Online estimation of driving range for battery electric vehicles based on SOC-segmented actual driving cycle. J. Energy Storage 49, 104091.

 

Wen, J., Zhao, D., Zhang, C., 2020. An overview of electricity powered vehicles: lithium-ion battery energy storage density and energy conversion efficiency. Renew. Energy 162, 1629–1648.

 

Woo, J., Magee, C.L., 2020. Forecasting the value of battery electric vehicles compared to internal combustion engine vehicles: the influence of driving range and battery technology. Int. J. Energy Res. 44, 6483–6501.

 

Wu, Z., Wang, C., Wolfram, P., Zhang, Y., Sun, X., Hertwich, E., 2019. Assessing electric vehicle policy with region-specific carbon footprints. Appl. Energy 256, 113923

 

Wu, Z., Wang, M., Zheng, J., Sun, X., Zhao, M., Wang, X., 2018. Life cycle greenhouse gas emission reduction potential of battery electric vehicle. J. Clean. Prod. 190, 462–470.

 

Xu, J., Ma, J., Zhao, X., Chen, H., Xu, B., Wu, X., 2020. Detection technology for battery safety in electric vehicles: a review. Energies 13, 4636.

 
Xu, W., Rajendran, S., Guo, Z., Vetrivelan, A., Huang, A.Q., 2023. 13.8 kV/400 kW solid state transformer DC fast charger (SST-DCFC) based on 15kV SiC AC switch. In: 2023 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 905–912.
 
Xue, X., Guo, R., He Esq, J., Hong, Z., 2020. A Road Load Data Processing Method for Transmission Durability Optimization Development, vol. 1062. SAE Technical Paper Series.
 

Yan, S., 2018. The economic and environmental impacts of tax incentives for battery electric vehicles in Europe. Energy Pol. 123, 53–63.

 

Yang, J., Chen, F., 2021. How are social-psychological factors related to consumer preferences for plug-in electric vehicles? Case studies from two cities in China. Renew. Sustain. Energy Rev. 149, 111325.

 

Yang, X.G., Liu, T., Gao, Y., Ge, S., Leng, Y., Wang, D., et al., 2019. Asymmetric temperature modulation for extreme fast charging of lithium-ion batteries. Joule 3, 3002–3019.

 

Yang, Y., Wang, Z., Wang, S., Lin, N., 2022a. An investigation of opportunity charging with hybrid energy storage system on electric bus with two-speed transmission. Sustainability 14, 11918.

 

Yang, Z., Huang, H., Lin, F., 2022b. Sustainable electric vehicle batteries for a sustainable world: perspectives on battery cathodes, environment, supply chain, manufacturing, life cycle, and policy. Adv. Energy Mater. 12, 2200383.

 

Yap, K.Y., Chin, H.H., Klemeš, J.J., 2022. Solar Energy-Powered Battery Electric Vehicle charging stations: current development and future prospect review. Renew. Sustain. Energy Rev. 169, 112862.

 

Yayan, U., Arslan, A.T., Yucel, H., 2021. A novel method for SoH prediction of batteries based on stacked LSTM with quick charge data. Appl. Artif. Intell. 35, 421–439.

 
Young, K., Wang, C., Wang, L.Y., Strunz, K., 2012. Electric vehicle battery technologies. In: Electric Vehicle Integration into Modern Power Networks, pp. 15–56.
 

Yuan, X., Li, L., Gou, H., Dong, T., 2015. Energy and environmental impact of battery electric vehicle range in China. Renew. Appl. Energy 157, 75–84.

 

Yuksel, T., Michalek, J.J., 2015. Effects of regional temperature on electric vehicle efficiency, range, and emissions in the United States. Environ. Sci. Technol. 49, 3974–3980.

 

Zhang, J., Ning, L., Hao, Y., Sang, T., 2021. Topology optimization for crashworthiness and structural design of a battery electric vehicle. Int. J. Crashworthiness 26, 651–660.

 

Zhang, J., Zhang, L., Sun, F., Wang, Z., 2018. An overview on thermal safety issues of lithium-ion batteries for electric vehicle application. IEEE Access 6, 23848–23863.

 

Zhang, L., Shaffer, B., Brown, T., Scott Samuelsen, G., 2015. The optimization of DC fast charging deployment in California. Appl. Energy 157, 111–122.

 

Zhang, M., Yang, D., Du, J., Sun, H., Li, L., Wang, L., et al., 2023. A review of SOH prediction of Li-ion batteries based on data-driven algorithms. Energies 16, 3167.

 

Zhang, S., Zhuan, X., 2019. Study on adaptive cruise control strategy for battery electric vehicle. Math. Probl Eng. 2019, 7971594.

 

Zhao, X., Hu, H., Yuan, H., Chu, X., 2023. How does adoption of electric vehicles reduce carbon emissions? Evidence from China. Heliyon 9, e20296.

 

Zheng, Y., He, X., Wang, H., Wang, M., Zhang, S., Ma, D., et al., 2020. Well-to-wheels greenhouse gas and air pollutant emissions from battery electric vehicles in China. Mitig. Adapt. Strateg. Glob. Change 25, 355–370.

 

Zhou, W., Cleaver, C.J., Dunant, C.F., Allwood, J.M., Lin, J., 2023. Cost, range anxiety and future electricity supply: a review of how today's technology trends may influence the future uptake of BEVs. Renew. Sustain. Energy Rev. 173, 113074.

 

Zhou, Y., Wen, R., Wang, H., Cai, H., 2020. Optimal battery electric vehicles range: a study considering heterogeneous travel patterns, charging behaviors, and access to charging infrastructure. Energy 197, 116945.

Communications in Transportation Research
Article number: 100148
Cite this article:
Liu F, Shafique M, Luo X. Unveiling the determinants of battery electric vehicle performan A systematic review and meta-analysis. Communications in Transportation Research, 2024, 4(4): 100148. https://doi.org/10.1016/j.commtr.2024.100148

210

Views

3

Crossref

2

Web of Science

3

Scopus

Altmetrics

Received: 13 May 2024
Revised: 24 June 2024
Accepted: 07 August 2024
Published: 25 November 2024
© 2024 The Authors.

This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

Return