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How eco‐efficient are electric vehicles across Europe? A regionalized life cycle assessment‐based eco‐efficiency analysis

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  • Nuri Cihat Onat
  • Galal M. Abdella
  • Murat Kucukvar
  • Adeeb A. Kutty
  • Munera Al‐Nuaimi
  • Gürkan Kumbaroğlu
  • Melih Bulu

Abstract

Sustainable transportation is at the hearth of the United Nation's Sustainable Development Goals (SDGs) and is directly linked to many SDGs including SDG3 (good health and well‐being), SDG11 (sustainable cities and societies), SDG 7 (clean energy), SDG13 (climate), and SDG 12 (sustainable production and consumption). European countries have been promoting a widespread adoption of electric vehicles to achieve SDGs through resilient, technology‐driven, and human‐centric mobility. However, potential environmental benefits of electric vehicles depend on various regional factors such as the fuel efficiency and source of electricity generation. At the same time, the economic benefits of mobility to the economy are an important factor for evaluating the relative performance of electric vehicles. To this end, this research paper presents the first empirical analysis of the regionalized eco‐efficiency assessment of electric vehicles across Europe. We developed an integrated regionalized eco‐efficiency performance score, by employing life cycle assessment and principal component analysis techniques to assess the eco‐efficiency performance of electric vehicles in Europe. Considering the energy mix for electricity generation, three environmental indicators (carbon footprint, water consumption, and energy use) and one economic (contribution to national gross domestic product) indicator were used to compute the eco‐efficiency scores for 28 European countries. The eco‐efficiency scores for each corresponding country were calculated, compared, and clustered in as high, medium, and low eco‐efficiency score countries. The clvalid package of R software's archive network is used to determine the optimal number of clusters for the EES dataset. The results of the comparative study show that Denmark, Germany, Italy, Portugal, and Spain have a competitive advantage in eco‐efficiency performance compared to the other European countries. The regionalized distribution of the eco‐efficiency performance shows that the countries with the highest ecoefficiency score are located on the west side of Europe. Researches and policymakers can benefit from the applied methodology as well as the results to provide country‐specific investment policies to achieve higher benefits towards a transition to electric mobility in Europe.

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  • Nuri Cihat Onat & Galal M. Abdella & Murat Kucukvar & Adeeb A. Kutty & Munera Al‐Nuaimi & Gürkan Kumbaroğlu & Melih Bulu, 2021. "How eco‐efficient are electric vehicles across Europe? A regionalized life cycle assessment‐based eco‐efficiency analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 941-956, September.
  • Handle: RePEc:wly:sustdv:v:29:y:2021:i:5:p:941-956
    DOI: 10.1002/sd.2186
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    References listed on IDEAS

    as
    1. Galal M. Abdella & Kai Yang & Adel Alaeddini, 2014. "Multivariate adaptive approach for monitoring simple linear profiles," International Journal of Data Analysis Techniques and Strategies, Inderscience Enterprises Ltd, vol. 6(1), pages 2-14.
    2. Noori, Mehdi & Gardner, Stephanie & Tatari, Omer, 2015. "Electric vehicle cost, emissions, and water footprint in the United States: Development of a regional optimization model," Energy, Elsevier, vol. 89(C), pages 610-625.
    3. Martínez, Héctor & Mauttone, Antonio & Urquhart, María E., 2014. "Frequency optimization in public transportation systems: Formulation and metaheuristic approach," European Journal of Operational Research, Elsevier, vol. 236(1), pages 27-36.
    4. Nuri Cihat Onat & Murat Kucukvar & Anthony Halog & Scott Cloutier, 2017. "Systems Thinking for Life Cycle Sustainability Assessment: A Review of Recent Developments, Applications, and Future Perspectives," Sustainability, MDPI, vol. 9(5), pages 1-25, April.
    5. Nuri Cihat Onat & Murat Kucukvar & Omer Tatari, 2014. "Towards Life Cycle Sustainability Assessment of Alternative Passenger Vehicles," Sustainability, MDPI, vol. 6(12), pages 1-38, December.
    6. Onat, Nuri Cihat & Kucukvar, Murat, 2020. "Carbon footprint of construction industry: A global review and supply chain analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    7. Gürkan Kumbaroğlu & Cansu Canaz & Jonathan Deason & Ekundayo Shittu, 2020. "Profitable Decarbonization through E-Mobility," Energies, MDPI, vol. 13(16), pages 1-23, August.
    8. Kucukvar, Murat & Cansev, Bunyamin & Egilmez, Gokhan & Onat, Nuri C. & Samadi, Hamidreza, 2016. "Energy-climate-manufacturing nexus: New insights from the regional and global supply chains of manufacturing industries," Applied Energy, Elsevier, vol. 184(C), pages 889-904.
    9. Brock, Guy & Pihur, Vasyl & Datta, Susmita & Datta, Somnath, 2008. "clValid: An R Package for Cluster Validation," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 25(i04).
    10. Khan, Ali Nawaz & En, Xie & Raza, Muhammad Yousaf & Khan, Naseer Abbas & Ali, Ahsan, 2020. "Sectorial study of technological progress and CO2 emission: Insights from a developing economy," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    11. Tu Peng & Xu Yang & Zi Xu & Yu Liang, 2020. "Constructing an Environmental Friendly Low-Carbon-Emission Intelligent Transportation System Based on Big Data and Machine Learning Methods," Sustainability, MDPI, vol. 12(19), pages 1-19, October.
    12. Onat, Nuri Cihat & Kucukvar, Murat & Tatari, Omer, 2015. "Conventional, hybrid, plug-in hybrid or electric vehicles? State-based comparative carbon and energy footprint analysis in the United States," Applied Energy, Elsevier, vol. 150(C), pages 36-49.
    13. Burak Sen & Murat Kucukvar & Nuri C. Onat & Omer Tatari, 2020. "Life cycle sustainability assessment of autonomous heavy‐duty trucks," Journal of Industrial Ecology, Yale University, vol. 24(1), pages 149-164, February.
    14. Shaikh, Mohammad A. & Kucukvar, Murat & Onat, Nuri Cihat & Kirkil, Gokhan, 2017. "A framework for water and carbon footprint analysis of national electricity production scenarios," Energy, Elsevier, vol. 139(C), pages 406-421.
    15. Onat, Nuri Cihat & Kucukvar, Murat & Aboushaqrah, Nour N.M. & Jabbar, Rateb, 2019. "How sustainable is electric mobility? A comprehensive sustainability assessment approach for the case of Qatar," Applied Energy, Elsevier, vol. 250(C), pages 461-477.
    16. Ma, Hongrui & Balthasar, Felix & Tait, Nigel & Riera-Palou, Xavier & Harrison, Andrew, 2012. "A new comparison between the life cycle greenhouse gas emissions of battery electric vehicles and internal combustion vehicles," Energy Policy, Elsevier, vol. 44(C), pages 160-173.
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    2. Puertas, Rosa & Guaita-Martinez, José M. & Carracedo, Patricia & Ribeiro-Soriano, Domingo, 2022. "Analysis of European environmental policies: Improving decision making through eco-efficiency," Technology in Society, Elsevier, vol. 70(C).

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