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Environmental emission analysis of frugal electric vehicles from a life cycle perspective: A case study

Author

Listed:
  • Cui, Dingsong
  • Chen, Haibo
  • Watling, David
  • Liu, Ye
  • Liu, Jin
  • Wang, Chenxi
  • Xu, Mengyuan
  • Wang, Shuo
  • Wang, Zhenpo
  • Xu, Chengcheng

Abstract

Frugal electric vehicles (EV) are designed for lower energy consumption with lower battery capacity, but their life-cycle emissions have been overlooked in previous studies. Herein, this paper collects 2.38 million light-duty EV operational data to analyse usage patterns based on energy consumption, daily mileage and annual utilisation. By integrating 12 recognised usage patterns with 6 electricity mixes, the study assesses the emission reduction potential and trade-off period of frugal EVs compared to counterpart internal combustion engine vehicles (ICEVs). The results show that about 70 % of frugal EV users would like to take a short daily travel with high utilisation rate and low energy consumption. From macro perspectives, CO2 and VOC emissions reductions are significant, while NOx, SOx, and PM are not achieved significant reductions. In terms of micro usage patterns, low-utilisation and low-daily travel result in less emission reduction opportunities. In general, about 79 % of frugal EVs can achieve the CO2 emission reduction compared to frugal ICEVs based on 12-year longevity simulation. 30 % and 30.3 % of frugal EVs can achieve PM2.5 and NOx emissions reductions in high clean electricity regions. In summary, this study provides insights for policymakers and manufacturers aiming to enhance the sustainability of frugal EVs.

Suggested Citation

  • Cui, Dingsong & Chen, Haibo & Watling, David & Liu, Ye & Liu, Jin & Wang, Chenxi & Xu, Mengyuan & Wang, Shuo & Wang, Zhenpo & Xu, Chengcheng, 2025. "Environmental emission analysis of frugal electric vehicles from a life cycle perspective: A case study," Energy, Elsevier, vol. 335(C).
    • Handle: RePEc:eee:energy:v:335:y:2025:i:c:s0360544225034656
    DOI: 10.1016/j.energy.2025.137823
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    References listed on IDEAS

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    1. Alexandre Milovanoff & I. Daniel Posen & Heather L. MacLean, 2020. "Electrification of light-duty vehicle fleet alone will not meet mitigation targets," Nature Climate Change, Nature, vol. 10(12), pages 1102-1107, December.
    2. Yue Ren & Xin Sun & Paul Wolfram & Shaoqiong Zhao & Xu Tang & Yifei Kang & Dongchang Zhao & Xinzhu Zheng, 2023. "Hidden delays of climate mitigation benefits in the race for electric vehicle deployment," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    3. Ashley Nunes & Lucas Woodley & Philip Rossetti, 2022. "Re-thinking procurement incentives for electric vehicles to achieve net-zero emissions," Nature Sustainability, Nature, vol. 5(6), pages 527-532, June.
    4. Ashley Nunes & Lucas Woodley, 2023. "Governments should optimize electric vehicle subsidies," Nature Human Behaviour, Nature, vol. 7(4), pages 470-471, April.
    5. Li, Xiaohui & Wang, Zhenpo & Zhang, Lei & Sun, Fengchun & Cui, Dingsong & Hecht, Christopher & Figgener, Jan & Sauer, Dirk Uwe, 2023. "Electric vehicle behavior modeling and applications in vehicle-grid integration: An overview," Energy, Elsevier, vol. 268(C).
    6. Pei Zhao & Shaojun Zhang & Paolo Santi & Dingsong Cui & Fang Wang & Peng Liu & Zhaosheng Zhang & Jin Liu & Zhenpo Wang & Carlo Ratti & Ye Wu, 2024. "Challenges and opportunities in truck electrification revealed by big operational data," Nature Energy, Nature, vol. 9(11), pages 1427-1437, November.
    7. Zhan, Weipeng & Wang, Zhenpo & Deng, Junjun & Liu, Peng & Cui, Dingsong, 2024. "Integrating system dynamics and agent-based modeling: A data-driven framework for predicting electric vehicle market penetration and GHG emissions reduction under various incentives scenarios," Applied Energy, Elsevier, vol. 372(C).
    8. Cui, Dingsong & Wang, Zhenpo & Liu, Peng & Wang, Shuo & Zhang, Zhaosheng & Dorrell, David G. & Li, Xiaohui, 2022. "Battery electric vehicle usage pattern analysis driven by massive real-world data," Energy, Elsevier, vol. 250(C).
    9. Zhang, Haoyi & Zhao, Fuquan & Hao, Han & Liu, Zongwei, 2023. "Comparative analysis of life cycle greenhouse gas emission of passenger cars: A case study in China," Energy, Elsevier, vol. 265(C).
    10. Calearo, Lisa & Marinelli, Mattia & Ziras, Charalampos, 2021. "A review of data sources for electric vehicle integration studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    11. Zhang, Xiaodong & Patino-Echeverri, Dalia & Li, Mingquan & Wu, Libo, 2022. "A review of publicly available data sources for models to study renewables integration in China's power system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    12. Yali Zheng & Xiaoyi He & Hewu Wang & Michael Wang & Shaojun Zhang & Dong Ma & Binggang Wang & Ye Wu, 2020. "Well-to-wheels greenhouse gas and air pollutant emissions from battery electric vehicles in China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(3), pages 355-370, March.
    13. Faria, Ricardo & Marques, Pedro & Moura, Pedro & Freire, Fausto & Delgado, Joaquim & de Almeida, Aníbal T., 2013. "Impact of the electricity mix and use profile in the life-cycle assessment of electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 271-287.
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