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Policy-making for renewable energy sources in search of sustainable development: a hybrid DEA-FBWM approach

Author

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  • Milad Kolagar

    (Shahrood University of Technology)

  • Seyed Mohammad Hassan Hosseini

    (Shahrood University of Technology)

  • Ramin Felegari

    (Shahrood University of Technology)

  • Parviz Fattahi

    (Alzahra University)

Abstract

Energy planning is one of the most important issues affecting the behaviors and policies of different countries at national and international levels. Concerns over the depletion of non-renewable energy sources and the pollution caused by their consumption have led most countries to focus on renewable energy sources. In this regard, governments are trying to develop policies for extensive use of their renewable energy sources. The precise formulation of such policies requires the development of quantitative approaches to assess the potential of the country in this field. Because selecting inappropriate approaches for evaluating the energy resources leads to wrong decisions in planning and policy-making for the whole energy sector and can cause irrecoverable damages to the country. Since energy issues are multi-dimensional in their nature, the development and selection of the appropriate decision-making approach among the available methods have become a critical issue in this field. In order to overcome this problem, this study proposed a hybrid approach by combining data envelopment analysis (DEA) and fuzzy best–worst method (FBWM) for the prioritization of renewable energy sources (RESs) in Iran. For this purpose, it considered five technical, economic, environmental, social, and political sustainability dimensions into account. The obtained results indicated that the solar, hydroelectric, wind, biomass, and geothermal energy sources are respectively the most efficient RESs in Iran. Also, a three-stage sensitivity analysis approach has proved the consistency of DEA-FBWM approach over the other decision-making methods. Consequently, the proposed approach can be used as a reliable method in the energy policy-making process.

Suggested Citation

  • Milad Kolagar & Seyed Mohammad Hassan Hosseini & Ramin Felegari & Parviz Fattahi, 2020. "Policy-making for renewable energy sources in search of sustainable development: a hybrid DEA-FBWM approach," Environment Systems and Decisions, Springer, vol. 40(4), pages 485-509, December.
  • Handle: RePEc:spr:envsyd:v:40:y:2020:i:4:d:10.1007_s10669-019-09747-x
    DOI: 10.1007/s10669-019-09747-x
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    as
    1. Ahmad, Salman & Tahar, Razman Mat, 2014. "Selection of renewable energy sources for sustainable development of electricity generation system using analytic hierarchy process: A case of Malaysia," Renewable Energy, Elsevier, vol. 63(C), pages 458-466.
    2. Kveselis, Vaclovas & Dzenajavičienė, Eugenija Farida & Masaitis, Sigitas, 2017. "Analysis of energy development sustainability: The example of the lithuanian district heating sector," Energy Policy, Elsevier, vol. 100(C), pages 227-236.
    3. Bhowmik, Chiranjib & Bhowmik, Sumit & Ray, Amitava & Pandey, Krishna Murari, 2017. "Optimal green energy planning for sustainable development: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 796-813.
    4. Blanco, G. & Amarilla, R. & Martinez, A. & Llamosas, C. & Oxilia, V., 2017. "Energy transitions and emerging economies: A multi-criteria analysis of policy options for hydropower surplus utilization in Paraguay," Energy Policy, Elsevier, vol. 108(C), pages 312-321.
    5. Iddrisu, Insah & Bhattacharyya, Subhes C., 2015. "Sustainable Energy Development Index: A multi-dimensional indicator for measuring sustainable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 513-530.
    6. Boubaker, K., 2012. "A review on renewable energy conceptual perspectives in North Africa using a polynomial optimization scheme," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4298-4302.
    7. Kowalski, Katharina & Stagl, Sigrid & Madlener, Reinhard & Omann, Ines, 2009. "Sustainable energy futures: Methodological challenges in combining scenarios and participatory multi-criteria analysis," European Journal of Operational Research, Elsevier, vol. 197(3), pages 1063-1074, September.
    8. 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.
    9. Zhang, Ling & Zhou, Peng & Newton, Sidney & Fang, Jian-xin & Zhou, De-qun & Zhang, Lu-ping, 2015. "Evaluating clean energy alternatives for Jiangsu, China: An improved multi-criteria decision making method," Energy, Elsevier, vol. 90(P1), pages 953-964.
    10. Grigoroudis, Evangelos & Petridis, Konstantinos & Arabatzis, Garyfallos, 2014. "RDEA: A recursive DEA based algorithm for the optimal design of biomass supply chain networks," Renewable Energy, Elsevier, vol. 71(C), pages 113-122.
    11. Amigues, Jean-Pierre & Moreaux, Michel, 2019. "Competing land uses and fossil fuel, and optimal energy conversion rates during the transition toward a green economy under a pollution stock constraint," Journal of Environmental Economics and Management, Elsevier, vol. 97(C), pages 92-115.
    12. Goumas, M. & Lygerou, V., 2000. "An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects," European Journal of Operational Research, Elsevier, vol. 123(3), pages 606-613, June.
    13. Bahrami, Mohsen & Abbaszadeh, Payam, 2013. "An overview of renewable energies in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 198-208.
    14. Iribarren, Diego & Martín-Gamboa, Mario & Dufour, Javier, 2013. "Environmental benchmarking of wind farms according to their operational performance," Energy, Elsevier, vol. 61(C), pages 589-597.
    15. Yi-Shian Lee & Lee-Ing Tong, 2012. "Predicting High or Low Transfer Efficiency of Photovoltaic Systems Using a Novel Hybrid Methodology Combining Rough Set Theory, Data Envelopment Analysis and Genetic Programming," Energies, MDPI, vol. 5(3), pages 1-16, February.
    16. Blokhuis, Erik & Advokaat, Bart & Schaefer, Wim, 2012. "Assessing the performance of Dutch local energy companies," Energy Policy, Elsevier, vol. 45(C), pages 680-690.
    17. Mao-Sheng Liao & Gin-Shuh Liang & Chin-Yuan Chen, 2013. "Fuzzy grey relation method for multiple criteria decision-making problems," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(6), pages 3065-3077, October.
    18. Boubaker, K., 2012. "Renewable energy in upper North Africa: Present versus 2025-horizon perspectives optimization using a Data Envelopment Analysis (DEA) framework," Renewable Energy, Elsevier, vol. 43(C), pages 364-369.
    19. Azadeh, Ali & Rahimi-Golkhandan, Armin & Moghaddam, Mohsen, 2014. "Location optimization of wind power generation–transmission systems under uncertainty using hierarchical fuzzy DEA: A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 877-885.
    20. Shen, Yung-Chi & Lin, Grace T.R. & Li, Kuang-Pin & Yuan, Benjamin J.C., 2010. "An assessment of exploiting renewable energy sources with concerns of policy and technology," Energy Policy, Elsevier, vol. 38(8), pages 4604-4616, August.
    21. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    22. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    23. Jayaraman, Raja & Colapinto, Cinzia & Torre, Davide La & Malik, Tufail, 2015. "Multi-criteria model for sustainable development using goal programming applied to the United Arab Emirates," Energy Policy, Elsevier, vol. 87(C), pages 447-454.
    24. Rovere, Emilio Lebre La & Soares, Jeferson Borghetti & Oliveira, Luciano Basto & Lauria, Tatiana, 2010. "Sustainable expansion of electricity sector: Sustainability indicators as an instrument to support decision making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 422-429, January.
    25. Kumar, Abhishek & Sah, Bikash & Singh, Arvind R. & Deng, Yan & He, Xiangning & Kumar, Praveen & Bansal, R.C., 2017. "A review of multi criteria decision making (MCDM) towards sustainable renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 596-609.
    26. Nattanin Ueasin & Anupong Wongchai & Sakkarin Nonthapot, 2015. "Performance Assessment and Optimization of Biomass Steam Turbine Power Plants by Data Envelopment Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 668-672.
    27. Longo, L. & Colantoni, A. & Castellucci, S. & Carlini, M. & Vecchione, L. & Savuto, E. & Pallozzi, V. & Di Carlo, A. & Bocci, E. & Moneti, M. & Cocchi, S. & Boubaker, K., 2015. "DEA (data envelopment analysis)-assisted supporting measures for ground coupled heat pumps implementing in Italy: A case study," Energy, Elsevier, vol. 90(P2), pages 1967-1972.
    28. Kaya, Tolga & Kahraman, Cengiz, 2010. "Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul," Energy, Elsevier, vol. 35(6), pages 2517-2527.
    29. Vera, Ivan & Langlois, Lucille, 2007. "Energy indicators for sustainable development," Energy, Elsevier, vol. 32(6), pages 875-882.
    30. Dombi, Mihály & Kuti, István & Balogh, Péter, 2014. "Sustainability assessment of renewable power and heat generation technologies," Energy Policy, Elsevier, vol. 67(C), pages 264-271.
    31. Ya Chen & Wade D. Cook & Juan Du & Hanhui Hu & Joe Zhu, 2017. "Bounded and discrete data and Likert scales in data envelopment analysis: application to regional energy efficiency in China," Annals of Operations Research, Springer, vol. 255(1), pages 347-366, August.
    32. Heo, Eunnyeong & Kim, Jinsoo & Boo, Kyung-Jin, 2010. "Analysis of the assessment factors for renewable energy dissemination program evaluation using fuzzy AHP," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(8), pages 2214-2220, October.
    33. Huiru Zhao & Sen Guo, 2014. "Selecting Green Supplier of Thermal Power Equipment by Using a Hybrid MCDM Method for Sustainability," Sustainability, MDPI, vol. 6(1), pages 1-19, January.
    34. Haoran Zhao & Sen Guo & Huiru Zhao, 2018. "Comprehensive benefit evaluation of eco-industrial parks by employing the best-worst method based on circular economy and sustainability," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1229-1253, June.
    35. Kim, Kyung-Taek & Lee, Deok Joo & Park, Sung-Joon & Zhang, Yanshuai & Sultanov, Azamat, 2015. "Measuring the efficiency of the investment for renewable energy in Korea using data envelopment analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 694-702.
    36. Ozgur Demirta, 2013. "Evaluating the Best Renewable Energy Technology for Sustainable Energy Plannin," International Journal of Energy Economics and Policy, Econjournals, vol. 3(Special), pages 23-33.
    37. Goldrath, T. & Ayalon, O. & Shechter, M., 2015. "A combined sustainability index for electricity efficiency measures," Energy Policy, Elsevier, vol. 86(C), pages 574-584.
    38. Lin, Boqiang & Omoju, Oluwasola E. & Okonkwo, Jennifer U., 2016. "Factors influencing renewable electricity consumption in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 687-696.
    39. Heinrich, G. & Basson, L. & Cohen, B. & Howells, M. & Petrie, J., 2007. "Ranking and selection of power expansion alternatives for multiple objectives under uncertainty," Energy, Elsevier, vol. 32(12), pages 2350-2369.
    40. Amy H. I. Lee & He-Yau Kang & Chun-Yu Lin & Kuan-Chin Shen, 2015. "An Integrated Decision-Making Model for the Location of a PV Solar Plant," Sustainability, MDPI, vol. 7(10), pages 1-20, September.
    41. Lootsma, F. A., 1980. "Saaty's priority theory and the nomination of a senior professor in operations Research," European Journal of Operational Research, Elsevier, vol. 4(6), pages 380-388, June.
    42. Hua, Jian & Shiu, Hong-Gwo, 2018. "Sustainable development of renewable energy on Wangan Island, Taiwan," Utilities Policy, Elsevier, vol. 55(C), pages 200-208.
    43. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2008. "Multicriteria evaluation of power plants impact on the living standard using the analytic hierarchy process," Energy Policy, Elsevier, vol. 36(3), pages 1074-1089, March.
    44. Liu, Yuanxin & Ren, Lingzhi & Li, Yanbin & Zhao, Xin-gang, 2015. "The industrial performance of wind power industry in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 644-655.
    45. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    46. Jean-Pierre Amigues & Michel Moreaux, 2019. "Energy Conversion Rate Improvements, Pollution Abatement Efforts and Energy Mix: The Transition toward the Green Economy under a Pollution Stock constraint," Working Papers 2019.14, FAERE - French Association of Environmental and Resource Economists.
    47. Stein, Eric W., 2013. "A comprehensive multi-criteria model to rank electric energy production technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 640-654.
    48. Rezaei, Jafar, 2016. "Best-worst multi-criteria decision-making method: Some properties and a linear model," Omega, Elsevier, vol. 64(C), pages 126-130.
    49. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    50. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    51. Mulliner, Emma & Malys, Naglis & Maliene, Vida, 2016. "Comparative analysis of MCDM methods for the assessment of sustainable housing affordability," Omega, Elsevier, vol. 59(PB), pages 146-156.
    52. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2009. "Assessment of sustainability indicators for renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1082-1088, June.
    53. Željko Stević & Irena Đalić & Dragan Pamučar & Zdravko Nunić & Slavko Vesković & Marko Vasiljević & Ilija Tanackov, 2019. "A new hybrid model for quality assessment of scientific conferences based on Rough BWM and SERVQUAL," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(1), pages 1-30, April.
    54. Lee, Hsing-Chen & Chang, Ching-Ter, 2018. "Comparative analysis of MCDM methods for ranking renewable energy sources in Taiwan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 883-896.
    55. Wojuola, Rosemary N. & Alant, Busisiwe P., 2019. "Sustainable development and energy education in Nigeria," Renewable Energy, Elsevier, vol. 139(C), pages 1366-1374.
    56. Liu, Gang, 2014. "Development of a general sustainability indicator for renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 611-621.
    57. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, September.
    58. 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.
    59. Sueyoshi, Toshiyuki & Goto, Mika, 2014. "Photovoltaic power stations in Germany and the United States: A comparative study by data envelopment analysis," Energy Economics, Elsevier, vol. 42(C), pages 271-288.
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