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Multi-Criteria Decision Analysis of Road Transportation Fuels and Vehicles: A Systematic Review and Classification of the Literature

Author

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  • Martin Kügemann

    (Maastricht Economic and Social Research Institute on Innovation and Technology (UNU-MERIT), United Nations University,Boschstraat 24, 6211 AX Maastricht, The Netherlands)

  • Heracles Polatidis

    (Department of Earth Sciences, Campus Gotland, Uppsala University, Cramérgatan 3, 621 67 Visby, Sweden)

Abstract

Multi-Criteria Decision Analysis (MCDA) methods help decision makers to consider and weigh diverse criteria that include economic, environmental, social and technological aspects. This characteristic makes them a popular tool to comparatively evaluate road transportation fuels and vehicles (RTFV). The aim of this paper is to systematically classify and analyse the literature applying MCDA methods on the evaluation of RTFV. To this end, 40 relevant papers are pinpointed and discussed. We identified a great number of evaluation criteria employed in the reviewed papers from which we have established a concluding list of 41 criteria, that can serve as a pool for future research. A further analysis of the evaluation criteria reveals that the process of criteria selection partly suffers from a lack of scientific foundation and standardization. We propose to standardize the criteria selection process by using the Life Cycle Sustainability Assessment (LCSA) methodology as a guiding reference. In addition, we compared the MCDA results obtained from studies with relatively similar setups and found that the evaluation results are also generally similar and seem not to be influenced by the particular MCDA method employed. Based on the results of the reviewed papers, one may say that electricity and ethanol appear to be good alternatives for light vehicles, whereas gaseous fuels seem more appropriate for heavy vehicles like buses. Striking deviations from these generally observed results are often caused by specific evaluation contexts, particular criteria taken into account and unusual weight sets applied.

Suggested Citation

  • Martin Kügemann & Heracles Polatidis, 2019. "Multi-Criteria Decision Analysis of Road Transportation Fuels and Vehicles: A Systematic Review and Classification of the Literature," Energies, MDPI, vol. 13(1), pages 1-21, December.
  • Handle: RePEc:gam:jeners:v:13:y:2019:i:1:p:157-:d:302915
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    1. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    2. Silva Lora, Electo E. & Escobar Palacio, José C. & Rocha, Mateus H. & Grillo Renó, Maria L. & Venturini, Osvaldo J. & Almazán del Olmo, Oscar, 2011. "Issues to consider, existing tools and constraints in biofuels sustainability assessments," Energy, Elsevier, vol. 36(4), pages 2097-2110.
    3. Sharaf, Omar Z. & Orhan, Mehmet F., 2014. "An overview of fuel cell technology: Fundamentals and applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 810-853.
    4. Reza Fazeli & Vitor Leal & Jorge P. Sousa, 2011. "A multi-criteria evaluation framework for alternative light-duty vehicles technologies," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 1(2), pages 230-251.
    5. Perimenis, Anastasios & Walimwipi, Hartley & Zinoviev, Sergey & Müller-Langer, Franziska & Miertus, Stanislav, 2011. "Development of a decision support tool for the assessment of biofuels," Energy Policy, Elsevier, vol. 39(3), pages 1782-1793, March.
    6. Safaei Mohamadabadi, H. & Tichkowsky, G. & Kumar, A., 2009. "Development of a multi-criteria assessment model for ranking of renewable and non-renewable transportation fuel vehicles," Energy, Elsevier, vol. 34(1), pages 112-125.
    7. Elena Arce, María & Saavedra, Ángeles & Míguez, José L. & Granada, Enrique, 2015. "The use of grey-based methods in multi-criteria decision analysis for the evaluation of sustainable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 924-932.
    8. Ziolkowska, Jadwiga R., 2014. "Optimizing biofuels production in an uncertain decision environment: Conventional vs. advanced technologies," Applied Energy, Elsevier, vol. 114(C), pages 366-376.
    9. Quintero, J.A. & Montoya, M.I. & Sánchez, O.J. & Giraldo, O.H. & Cardona, C.A., 2008. "Fuel ethanol production from sugarcane and corn: Comparative analysis for a Colombian case," Energy, Elsevier, vol. 33(3), pages 385-399.
    10. Tzeng, Gwo-Hshiung & Lin, Cheng-Wei & Opricovic, Serafim, 2005. "Multi-criteria analysis of alternative-fuel buses for public transportation," Energy Policy, Elsevier, vol. 33(11), pages 1373-1383, July.
    11. Buchholz, Thomas & Rametsteiner, Ewald & Volk, Timothy A. & Luzadis, Valerie A., 2009. "Multi Criteria Analysis for bioenergy systems assessments," Energy Policy, Elsevier, vol. 37(2), pages 484-495, February.
    12. Turcksin, Laurence & Macharis, Cathy & Lebeau, Kenneth & Boureima, Faycal & Van Mierlo, Joeri & Bram, Svend & De Ruyck, Jacques & Mertens, Lara & Jossart, Jean-Marc & Gorissen, Leen & Pelkmans, Luc, 2011. "A multi-actor multi-criteria framework to assess the stakeholder support for different biofuel options: The case of Belgium," Energy Policy, Elsevier, vol. 39(1), pages 200-214, January.
    13. Scott, James A. & Ho, William & Dey, Prasanta K., 2012. "A review of multi-criteria decision-making methods for bioenergy systems," Energy, Elsevier, vol. 42(1), pages 146-156.
    14. Tsita, Katerina G. & Pilavachi, Petros A., 2013. "Evaluation of next generation biomass derived fuels for the transport sector," Energy Policy, Elsevier, vol. 62(C), pages 443-455.
    15. Streimikiene, Dalia & Baležentis, Tomas & Baležentienė, Ligita, 2013. "Comparative assessment of road transport technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 611-618.
    16. C. West Churchman & Russell L. Ackoff, 1954. "An Approximate Measure of Value," Operations Research, INFORMS, vol. 2(2), pages 172-187, May.
    17. Cai, Yanpeng & Applegate, Scott & Yue, Wencong & Cai, Jianying & Wang, Xuan & Liu, Gengyuan & Li, Chunhui, 2017. "A hybrid life cycle and multi-criteria decision analysis approach for identifying sustainable development strategies of Beijing's taxi fleet," Energy Policy, Elsevier, vol. 100(C), pages 314-325.
    18. Tsita, Katerina G. & Pilavachi, Petros A., 2012. "Evaluation of alternative fuels for the Greek road transport sector using the analytic hierarchy process," Energy Policy, Elsevier, vol. 48(C), pages 677-686.
    19. Troy R. Hawkins & Bhawna Singh & Guillaume Majeau‐Bettez & Anders Hammer Strømman, 2013. "Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles," Journal of Industrial Ecology, Yale University, vol. 17(1), pages 53-64, February.
    20. 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.
    21. Yedla, Sudhakar & Shrestha, Ram M., 2003. "Multi-criteria approach for the selection of alternative options for environmentally sustainable transport system in Delhi," Transportation Research Part A: Policy and Practice, Elsevier, vol. 37(8), pages 717-729, October.
    22. Schroeder, Andreas & Traber, Thure, 2012. "The economics of fast charging infrastructure for electric vehicles," Energy Policy, Elsevier, vol. 43(C), pages 136-144.
    23. Andrzej Macioł & Bogdan Rębiasz, 2018. "Multi-Criteria Decision Analysis (MCDA) methods in Life-Cycle Assessment (LCA): A comparison of private passenger vehicles," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 28(1), pages 5-26.
    24. Traut, Elizabeth & Hendrickson, Chris & Klampfl, Erica & Liu, Yimin & Michalek, Jeremy J., 2012. "Optimal design and allocation of electrified vehicles and dedicated charging infrastructure for minimum life cycle greenhouse gas emissions and cost," Energy Policy, Elsevier, vol. 51(C), pages 524-534.
    25. Marwa Hannouf & Getachew Assefa, 2018. "A Life Cycle Sustainability Assessment-Based Decision-Analysis Framework," Sustainability, MDPI, vol. 10(11), pages 1-22, October.
    26. Sehatpour, Mohammad-Hadi & Kazemi, Aliyeh & Sehatpour, Hesam-eddin, 2017. "Evaluation of alternative fuels for light-duty vehicles in Iran using a multi-criteria approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 295-310.
    27. 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.
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    3. Alberto Romero-Ania & Lourdes Rivero Gutiérrez & María Auxiliadora De Vicente Oliva, 2021. "Multiple Criteria Decision Analysis of Sustainable Urban Public Transport Systems," Mathematics, MDPI, vol. 9(16), pages 1-30, August.
    4. Sandra Alvarez Gallo & Julien Maheut, 2023. "Multi-Criteria Analysis for the Evaluation of Urban Freight Logistics Solutions: A Systematic Literature Review," Mathematics, MDPI, vol. 11(19), pages 1-24, September.

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