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Implementing MCDM Techniques for Ranking Renewable Energy Projects under Fuzzy Environment: A Case Study

Author

Listed:
  • Mohsen Ramezanzade

    (Department of Water Resources Basic Studies of North Khorasan Regional Water Company, Bojnord 94156-44891, Iran)

  • Hossein Karimi

    (Department of Industrial Engineering, University of Bojnord, Bojnord 94531-55111, Iran)

  • Khalid Almutairi

    (Mechanical Engineering Technology, Applied College, University of Hafr Al Batin, Hafar Al Batin 39524, Saudi Arabia)

  • Hoa Ao Xuan

    (Faculty of Economics, Tay Nguyen University, Buon Ma Thuot City 63000, Vietnam)

  • Javad Saebi

    (Department of Electrical Engineering, University of Bojnord, Bojnord 94531-55111, Iran)

  • Ali Mostafaeipour

    (Industrial Engineering Department, Yazd University, Yazd 89158-18411, Iran
    Faculty Environmental Management, Prince of Songkla University, Songkhla 90110, Thailand
    Environmental Assessment and Technology for Hazardous Waste Management Research, Prince of Songkla University, Songkhla 90110, Thailand)

  • Kuaanan Techato

    (Faculty Environmental Management, Prince of Songkla University, Songkhla 90110, Thailand
    Environmental Assessment and Technology for Hazardous Waste Management Research, Prince of Songkla University, Songkhla 90110, Thailand)

Abstract

Energy requirements have increased dramatically due to industrialization, economic, and population growth. To meet this demand, and solve its challenges, such as climate change, renewable energies do play an important role. This research work aims at selecting the best renewable energy projects using a hybrid decision-making framework from environmental, economic, technical, and social aspects at a sub-national level. In this regard, a new hybrid fuzzy multi-criteria decision-making model is deployed in which Vise Kriterijumska Optimizacija I Kompromisno Resenje, distance from average solution, and additive ratio assessment methods are used. In addition, for the weighing of criteria, Fuzzy Shannon’s entropy is used. Furthermore, the North Khorasan province is nominated as a sub-national study area. The results show that among 30 sub-criteria, social acceptance, net-presented cost, and noise were the top three with weights of 0.1105, 0.1003, and 0.0988, respectively. Solar energy projects also accomplished high ranks with an overall score of roughly 0.22. After that, small hydropower got second place with a score of 0.187. Moreover, the ranking of cities indicates that Jajarm was the most suitable location for implementing renewable energy development with a score of 0.14. Finally, sensitivity analysis was carried out to show that the mathematical model possessed good robustness.

Suggested Citation

  • Mohsen Ramezanzade & Hossein Karimi & Khalid Almutairi & Hoa Ao Xuan & Javad Saebi & Ali Mostafaeipour & Kuaanan Techato, 2021. "Implementing MCDM Techniques for Ranking Renewable Energy Projects under Fuzzy Environment: A Case Study," Sustainability, MDPI, vol. 13(22), pages 1-38, November.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12858-:d:683901
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    as
    1. Kong, Yuan & Feng, Chao & Yang, Jun, 2020. "How does China manage its energy market? A perspective of policy evolution," Energy Policy, Elsevier, vol. 147(C).
    2. Cuadra, L. & Ocampo-Estrella, I. & Alexandre, E. & Salcedo-Sanz, S., 2019. "A study on the impact of easements in the deployment of wind farms near airport facilities," Renewable Energy, Elsevier, vol. 135(C), pages 566-588.
    3. Bartłomiej Kizielewicz & Jarosław Wątróbski & Wojciech Sałabun, 2020. "Identification of Relevant Criteria Set in the MCDA Process—Wind Farm Location Case Study," Energies, MDPI, vol. 13(24), pages 1-40, December.
    4. Ebrahimi, Mehri & Rahmani, Donya, 2019. "A five-dimensional approach to sustainability for prioritizing energy production systems using a revised GRA method: A case study," Renewable Energy, Elsevier, vol. 135(C), pages 345-354.
    5. Fausto Cavallaro & Edmundas Kazimieras Zavadskas & Saulius Raslanas, 2016. "Evaluation of Combined Heat and Power (CHP) Systems Using Fuzzy Shannon Entropy and Fuzzy TOPSIS," Sustainability, MDPI, vol. 8(6), pages 1-21, June.
    6. Colak, H. Ebru & Memisoglu, Tugba & Gercek, Yasin, 2020. "Optimal site selection for solar photovoltaic (PV) power plants using GIS and AHP: A case study of Malatya Province, Turkey," Renewable Energy, Elsevier, vol. 149(C), pages 565-576.
    7. Dongxiao Niu & Hao Zhen & Min Yu & Keke Wang & Lijie Sun & Xiaomin Xu, 2020. "Prioritization of Renewable Energy Alternatives for China by Using a Hybrid FMCDM Methodology with Uncertain Information," Sustainability, MDPI, vol. 12(11), pages 1-26, June.
    8. Abdel-Basset, Mohamed & Gamal, Abduallah & Chakrabortty, Ripon K. & Ryan, Michael J., 2021. "Evaluation approach for sustainable renewable energy systems under uncertain environment: A case study," Renewable Energy, Elsevier, vol. 168(C), pages 1073-1095.
    9. Aleksandra Bączkiewicz & Bartłomiej Kizielewicz & Andrii Shekhovtsov & Mykhailo Yelmikheiev & Volodymyr Kozlov & Wojciech Sałabun, 2021. "Comparative Analysis of Solar Panels with Determination of Local Significance Levels of Criteria Using the MCDM Methods Resistant to the Rank Reversal Phenomenon," Energies, MDPI, vol. 14(18), pages 1-21, September.
    10. Li, Tao & Li, Ang & Guo, Xiaopeng, 2020. "The sustainable development-oriented development and utilization of renewable energy industry——A comprehensive analysis of MCDM methods," Energy, Elsevier, vol. 212(C).
    11. Sitorus, Fernando & Brito-Parada, Pablo R., 2020. "A multiple criteria decision making method to weight the sustainability criteria of renewable energy technologies under uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    12. Fengsheng Chien & Chia-Nan Wang & Viet Tinh Nguyen & Van Thanh Nguyen & Ka Yin Chau, 2020. "An Evaluation Model of Quantitative and Qualitative Fuzzy Multi-Criteria Decision-Making Approach for Hydroelectric Plant Location Selection," Energies, MDPI, vol. 13(11), pages 1-14, June.
    13. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    14. Sánchez-Lozano, J.M. & García-Cascales, M.S. & Lamata, M.T., 2016. "GIS-based onshore wind farm site selection using Fuzzy Multi-Criteria Decision Making methods. Evaluating the case of Southeastern Spain," Applied Energy, Elsevier, vol. 171(C), pages 86-102.
    15. Singh, Vineet Kumar & Singal, S.K., 2017. "Operation of hydro power plants-a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 610-619.
    16. Bo Liu & Deepak Rajagopal, 2019. "Life-cycle energy and climate benefits of energy recovery from wastes and biomass residues in the United States," Nature Energy, Nature, vol. 4(8), pages 700-708, August.
    17. MAREK HUDON & BENJAMIN HUYBRECHTS & Vasco BRUMMER & Carsten HERBES & Naomi GERICKE, 2017. "CONFLICT HANDLING IN RENEWABLE ENERGY COOPERATIVES (RECs): ORGANIZATIONAL EFFECTS AND MEMBER WELL-BEING," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 88(2), pages 179-202, June.
    18. 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.
    19. Mrówczyńska, M. & Skiba, M. & Sztubecka, M. & Bazan-Krzywoszańska, A. & Kazak, J.K. & Gajownik, P., 2021. "Scenarios as a tool supporting decisions in urban energy policy: The analysis using fuzzy logic, multi-criteria analysis and GIS tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
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