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The use of grey-based methods in multi-criteria decision analysis for the evaluation of sustainable energy systems: A review

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  • Elena Arce, María
  • Saavedra, Ángeles
  • Míguez, José L.
  • Granada, Enrique

Abstract

The European energy system is characterized by a high dependence on fossil fuels and energy importation. Renewable energies are a solution to this issue. To change the energy supply, it is necessary to analyze the energy system. Thus, decision-makers face a multi-attribute decision problem. Many sustainable energy systems analyses are characterized by multiple, interrelated parameters and vague information. When the information is vague, it is necessary to implement multi-criteria decision analysis (MCDA) tools that can work with poor data systems. This article reviews appropriated methods and different stages of MCDA problems using grey relation methods (i.e., criteria selection and weighting methods). It is observed that technical criteria are the most evaluated parameters, followed by environmental criteria, in terms of gas emissions. In referring to criteria weighting, the analytical hierarchy process is the most popular tool, especially when it is essential to evaluate the opinion of an expert panel.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:rensus:v:47:y:2015:i:c:p:924-932
    DOI: 10.1016/j.rser.2015.03.010
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    as
    1. Ashnani, Mohammad Hossein Mohammadi & Johari, Anwar & Hashim, Haslenda & Hasani, Elham, 2014. "A source of renewable energy in Malaysia, why biodiesel?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 244-257.
    2. Alyami, Saleh. H. & Rezgui, Yacine & Kwan, Alan, 2013. "Developing sustainable building assessment scheme for Saudi Arabia: Delphi consultation approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 43-54.
    3. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhang, Xu-Tao & Shi, Guo-Hua, 2008. "Integrated evaluation of distributed triple-generation systems using improved grey incidence approach," Energy, Elsevier, vol. 33(9), pages 1427-1437.
    4. María E. Arce & Ángeles Saavedra & José L. Míguez & Enrique Granada & Antón Cacabelos, 2013. "Biomass Fuel and Combustion Conditions Selection in a Fixed Bed Combustor," Energies, MDPI, vol. 6(11), pages 1-17, November.
    5. Han, X.X. & Jiang, X.M. & Cui, Z.G., 2009. "Studies of the effect of retorting factors on the yield of shale oil for a new comprehensive utilization technology of oil shale," Applied Energy, Elsevier, vol. 86(11), pages 2381-2385, November.
    6. Lei, Y. & Zhou, D.S. & Zhang, H.G., 2010. "Investigation on performance of a compression-ignition engine with pressure-wave supercharger," Energy, Elsevier, vol. 35(1), pages 85-93.
    7. Omer, Abdeen Mustafa, 2008. "Energy, environment and sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(9), pages 2265-2300, December.
    8. Greco, Salvatore & Matarazzo, Benedetto & Slowinski, Roman, 2001. "Rough sets theory for multicriteria decision analysis," European Journal of Operational Research, Elsevier, vol. 129(1), pages 1-47, February.
    9. Sayyaadi, Hoseyn & Babaie, Meisam & Farmani, Mohammad Reza, 2011. "Implementing of the multi-objective particle swarm optimizer and fuzzy decision-maker in exergetic, exergoeconomic and environmental optimization of a benchmark cogeneration system," Energy, Elsevier, vol. 36(8), pages 4777-4789.
    10. Rowe, Gene & Wright, George, 1999. "The Delphi technique as a forecasting tool: issues and analysis," International Journal of Forecasting, Elsevier, vol. 15(4), pages 353-375, October.
    11. Alev Taskin Gumus & A. Yesim Yayla & Erkan Çelik & Aytac Yildiz, 2013. "A Combined Fuzzy-AHP and Fuzzy-GRA Methodology for Hydrogen Energy Storage Method Selection in Turkey," Energies, MDPI, vol. 6(6), pages 1-16, June.
    12. Jeffrey Kuo, Chung-Feng & Su, Te-Li & Jhang, Po-Ruei & Huang, Chao-Yang & Chiu, Chin-Hsun, 2011. "Using the Taguchi method and grey relational analysis to optimize the flat-plate collector process with multiple quality characteristics in solar energy collector manufacturing," Energy, Elsevier, vol. 36(5), pages 3554-3562.
    13. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(4), pages 365-381, August.
    14. Liu, Lihua & Du, Xiaoze & Xi, Xinming & Yang, Lijun & Yang, Yongping, 2013. "Experimental analysis of parameter influences on the performances of direct air cooled power generating unit," Energy, Elsevier, vol. 56(C), pages 117-123.
    15. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    16. Abdolreza Yazdani-Chamzini & Mohammad Majid Fouladgar & Edmundas Kazimieras Zavadskas & S. Hamzeh Haji Moini, 2013. "Selecting the optimal renewable energy using multi criteria decision making," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(5), pages 957-978, November.
    17. Saaty, Thomas L., 2003. "Decision-making with the AHP: Why is the principal eigenvector necessary," European Journal of Operational Research, Elsevier, vol. 145(1), pages 85-91, February.
    18. Chang, Pao-Long & Hsu, Chiung-Wen & Lin, Chiu-Yue, 2012. "Assessment of hydrogen fuel cell applications using fuzzy multiple-criteria decision making method," Applied Energy, Elsevier, vol. 100(C), pages 93-99.
    19. Bonacina, Monica & Cret, Anna & Sileo, Antonio, 2009. "Gas storage services and regulation in Italy: A Delphi analysis," Energy Policy, Elsevier, vol. 37(4), pages 1277-1288, April.
    20. 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.
    21. E. Nur OZKAN GUNAY & Hasan Ali GÖNCÜ, 2011. "Determining optimum electricity generation technology under the reference and the 450 scenario in an emerging economy: The case of Turkey," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 26(301), pages 9-34.
    22. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process," Energy Policy, Elsevier, vol. 37(3), pages 788-798, March.
    23. Huimin, Liu, 2013. "The impact of human behavior on ecological threshold: Positive or negative?—Grey relational analysis of ecological footprint, energy consumption and environmental protection," Energy Policy, Elsevier, vol. 56(C), pages 711-719.
    24. Köne, Aylin Çigdem & Büke, Tayfun, 2010. "Forecasting of CO2 emissions from fuel combustion using trend analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2906-2915, December.
    25. Galo, Joaquim J.M. & Macedo, Maria N.Q. & Almeida, Luiz A.L. & Lima, Antonio C.C., 2014. "Criteria for smart grid deployment in Brazil by applying the Delphi method," Energy, Elsevier, vol. 70(C), pages 605-611.
    26. B. Srdjevic & Y. Medeiros & A. Faria, 2004. "An Objective Multi-Criteria Evaluation of Water Management Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 18(1), pages 35-54, February.
    27. Zheng, Guozhong & Jing, Youyin & Huang, Hongxia & Gao, Yuefen, 2010. "Application of improved grey relational projection method to evaluate sustainable building envelope performance," Applied Energy, Elsevier, vol. 87(2), pages 710-720, February.
    28. Moran, J.C. & Miguez, J.L. & Porteiro, J. & Patiño, D. & Granada, E. & Collazo, J., 2009. "Study of the feasibility of mixing Refuse Derived Fuels with wood pellets through the grey and Fuzzy theory," Renewable Energy, Elsevier, vol. 34(12), pages 2607-2612.
    29. Torres Sibille, Ana del Carmen & Cloquell-Ballester, Víctor-Andrés & Cloquell-Ballester, Vicente-Agustín & Darton, Richard, 2009. "Development and validation of a multicriteria indicator for the assessment of objective aesthetic impact of wind farms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(1), pages 40-66, January.
    30. Xu, Gang & Yang, Yong-ping & Lu, Shi-yuan & Li, Le & Song, Xiaona, 2011. "Comprehensive evaluation of coal-fired power plants based on grey relational analysis and analytic hierarchy process," Energy Policy, Elsevier, vol. 39(5), pages 2343-2351, May.
    31. Kahraman, Cengiz & Cebeci, Ufuk & Ruan, Da, 2004. "Multi-attribute comparison of catering service companies using fuzzy AHP: The case of Turkey," International Journal of Production Economics, Elsevier, vol. 87(2), pages 171-184, January.
    32. Diakoulaki, D. & Karangelis, F., 2007. "Multi-criteria decision analysis and cost-benefit analysis of alternative scenarios for the power generation sector in Greece," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(4), pages 716-727, May.
    33. Lee, Wen-Shing & Lin, Yeong-Chuan, 2011. "Evaluating and ranking energy performance of office buildings using Grey relational analysis," Energy, Elsevier, vol. 36(5), pages 2551-2556.
    34. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process," Energy Policy, Elsevier, vol. 37(3), pages 778-787, March.
    35. Jing, You-Yin & Bai, He & Wang, Jiang-Jiang, 2012. "A fuzzy multi-criteria decision-making model for CCHP systems driven by different energy sources," Energy Policy, Elsevier, vol. 42(C), pages 286-296.
    36. Perera, A.T.D. & Attalage, R.A. & Perera, K.K.C.K. & Dassanayake, V.P.C., 2013. "A hybrid tool to combine multi-objective optimization and multi-criterion decision making in designing standalone hybrid energy systems," Applied Energy, Elsevier, vol. 107(C), pages 412-425.
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