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Analysis of risk priorities for renewable energy investment projects using a hybrid IT2 hesitant fuzzy decision-making approach with alpha cuts

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  • Zhou, Pengfei
  • Luo, Jie
  • Cheng, Fei
  • Yüksel, Serhat
  • Dinçer, Hasan

Abstract

The aim of this study is to identify significant risks for the renewable energy investment projects. In this regard, a novel hybrid multi-criteria decision-making (MCDM) model has been proposed based on hesitant linguistic terms and alpha level sets. This model has three different phases. Firstly, the dimensions and criteria are defined regarding the renewable energy investment risks. In the second part, the significance levels of these factors are calculated with the help of hesitant interval type-2 fuzzy (IT2F) DEMATEL-based ANP (DANP). Finally, the types of investors by the risk awareness entitled high, moderate, and low are ranked while using hesitant IT2F QUALIFLEX. In all analysis, alpha level sets are taken into consideration. The results demonstrate that organizational effectiveness and cost efficiency are the most prominent factors for renewable energy investment. On the other side, moderate risk should be taken in these projects. It is recommended that the departments within the company should be compatible with each other for the renewable energy investment projects to be more successful. For this purpose, necessary actions should be taken to improve communication between departments. Another important point is that cost control should be done effectively to contribute to the performance of the renewable energy investment projects.

Suggested Citation

  • Zhou, Pengfei & Luo, Jie & Cheng, Fei & Yüksel, Serhat & Dinçer, Hasan, 2021. "Analysis of risk priorities for renewable energy investment projects using a hybrid IT2 hesitant fuzzy decision-making approach with alpha cuts," Energy, Elsevier, vol. 224(C).
    • Handle: RePEc:eee:energy:v:224:y:2021:i:c:s0360544221004333
    DOI: 10.1016/j.energy.2021.120184
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    as
    1. Kozlova, Mariia & Fleten, Stein-Erik & Hagspiel, Verena, 2019. "Investment timing and capacity choice under rate-of-return regulation for renewable energy support," Energy, Elsevier, vol. 174(C), pages 591-601.
    2. Ziyuan Tang & Hasan Dinçer, 2019. "Selecting the House-of-Quality-Based Energy Investment Policies for the Sustainable Emerging Economies," Sustainability, MDPI, vol. 11(13), pages 1-22, June.
    3. Dong, Kangyin & Sun, Renjin & Hochman, Gal, 2017. "Do natural gas and renewable energy consumption lead to less CO2 emission? Empirical evidence from a panel of BRICS countries," Energy, Elsevier, vol. 141(C), pages 1466-1478.
    4. Xin-gang, Zhao & Pei-ling, Li & Ying, Zhou, 2020. "Which policy can promote renewable energy to achieve grid parity? Feed-in tariff vs. renewable portfolio standards," Renewable Energy, Elsevier, vol. 162(C), pages 322-333.
    5. Li, Xiangrong & Zhu, Shaoying & Yüksel, Serhat & Dinçer, Hasan & Ubay, Gözde Gülseven, 2020. "Kano-based mapping of innovation strategies for renewable energy alternatives using hybrid interval type-2 fuzzy decision-making approach," Energy, Elsevier, vol. 211(C).
    6. Bongo, Miriam F. & Alimpangog, Kissy Mae S. & Loar, Jennifer F. & Montefalcon, Jason A. & Ocampo, Lanndon A., 2018. "An application of DEMATEL-ANP and PROMETHEE II approach for air traffic controllers’ workload stress problem: A case of Mactan Civil Aviation Authority of the Philippines," Journal of Air Transport Management, Elsevier, vol. 68(C), pages 198-213.
    7. Yi-Xi Xue & Jian-Xin You & Xufeng Zhao & Hu-Chen Liu, 2016. "An integrated linguistic MCDM approach for robot evaluation and selection with incomplete weight information," International Journal of Production Research, Taylor & Francis Journals, vol. 54(18), pages 5452-5467, September.
    8. Andersen, Anders N. & Østergaard, Poul Alberg, 2020. "Support schemes adapting district energy combined heat and power for the role as a flexibility provider in renewable energy systems," Energy, Elsevier, vol. 192(C).
    9. Chao Zhou & Dongyu Liu & Pengfei Zhou & Jie Luo & Serhat Yuksel & Hasan Dincer, 2020. "Hybrid Predictive Decision-Making Approach to Emission Reduction Policies for Sustainable Energy Industry," Energies, MDPI, vol. 13(9), pages 1-21, May.
    10. Elshkaki, Ayman & Shen, Lei, 2019. "Energy-material nexus: The impacts of national and international energy scenarios on critical metals use in China up to 2050 and their global implications," Energy, Elsevier, vol. 180(C), pages 903-917.
    11. Liu, Ximei & Zeng, Ming, 2017. "Renewable energy investment risk evaluation model based on system dynamics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 782-788.
    12. Wu, Yunna & Wang, Jing & Ji, Shaoyu & Song, Zixin, 2020. "Renewable energy investment risk assessment for nations along China’s Belt & Road Initiative: An ANP-cloud model method," Energy, Elsevier, vol. 190(C).
    13. Chang, Youngho & Fang, Zheng & Li, Yanfei, 2016. "Renewable energy policies in promoting financing and investment among the East Asia Summit countries: Quantitative assessment and policy implications," Energy Policy, Elsevier, vol. 95(C), pages 427-436.
    14. Büyüközkan, Gülçin & Karabulut, Yağmur & Mukul, Esin, 2018. "A novel renewable energy selection model for United Nations' sustainable development goals," Energy, Elsevier, vol. 165(PA), pages 290-302.
    15. Ling Du & Hasan Dinçer & İrfan Ersin & Serhat Yüksel, 2020. "IT2 Fuzzy-Based Multidimensional Evaluation of Coal Energy for Sustainable Economic Development," Energies, MDPI, vol. 13(10), pages 1-21, May.
    16. Pfeifer, Antun & Dobravec, Viktorija & Pavlinek, Luka & Krajačić, Goran & Duić, Neven, 2018. "Integration of renewable energy and demand response technologies in interconnected energy systems," Energy, Elsevier, vol. 161(C), pages 447-455.
    17. Jagarajan, Rehmaashini & Abdullah Mohd Asmoni, Mat Naim & Mohammed, Abdul Hakim & Jaafar, Mohd Nadzri & Lee Yim Mei, Janice & Baba, Maizan, 2017. "Green retrofitting – A review of current status, implementations and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1360-1368.
    18. Huarng, Kunhuang & Yu, Hui-Kuang, 2005. "A Type 2 fuzzy time series model for stock index forecasting," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 353(C), pages 445-462.
    19. Shimbar, Ali & Ebrahimi, Seyed Babak, 2020. "Political risk and valuation of renewable energy investments in developing countries," Renewable Energy, Elsevier, vol. 145(C), pages 1325-1333.
    20. Sadiqa, Ayesha & Gulagi, Ashish & Breyer, Christian, 2018. "Energy transition roadmap towards 100% renewable energy and role of storage technologies for Pakistan by 2050," Energy, Elsevier, vol. 147(C), pages 518-533.
    21. Flostrand, Andrew & Pitt, Leyland & Bridson, Shannon, 2020. "The Delphi technique in forecasting– A 42-year bibliographic analysis (1975–2017)," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    22. Compernolle, Tine & Welkenhuysen, Kris & Petitclerc, Estelle & Maes, Dries & Piessens, Kris, 2019. "The impact of policy measures on profitability and risk in geothermal energy investments," Energy Economics, Elsevier, vol. 84(C).
    23. De Luca, G. & Fabozzi, S. & Massarotti, N. & Vanoli, L., 2018. "A renewable energy system for a nearly zero greenhouse city: Case study of a small city in southern Italy," Energy, Elsevier, vol. 143(C), pages 347-362.
    24. Zeng, Shihong & Jiang, Chunxia & Ma, Chen & Su, Bin, 2018. "Investment efficiency of the new energy industry in China," Energy Economics, Elsevier, vol. 70(C), pages 536-544.
    25. Colmenar-Santos, Antonio & Muñoz-Gómez, Antonio-Miguel & Rosales-Asensio, Enrique & López-Rey, África, 2019. "Electric vehicle charging strategy to support renewable energy sources in Europe 2050 low-carbon scenario," Energy, Elsevier, vol. 183(C), pages 61-74.
    26. López Prol, Javier, 2018. "Regulation, profitability and diffusion of photovoltaic grid-connected systems: A comparative analysis of Germany and Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 1170-1181.
    27. Heiskanen, Eva & Jalas, Mikko & Juntunen, Jouni K. & Nissilä, Heli, 2017. "Small streams, diverse sources: Who invests in renewable energy in Finland during the financial downturn?," Energy Policy, Elsevier, vol. 106(C), pages 191-200.
    28. McPherson, Madeleine & Tahseen, Samiha, 2018. "Deploying storage assets to facilitate variable renewable energy integration: The impacts of grid flexibility, renewable penetration, and market structure," Energy, Elsevier, vol. 145(C), pages 856-870.
    29. Maqbool, Rashid, 2018. "Efficiency and effectiveness of factors affecting renewable energy projects; an empirical perspective," Energy, Elsevier, vol. 158(C), pages 944-956.
    30. Pengran Zhou & Pengfei Zhou & Serhat Yüksel & Hasan Dinçer & Gülsüm Sena Uluer, 2019. "Balanced Scorecard-Based Evaluation of Sustainable Energy Investment Projects with IT2 Fuzzy Hybrid Decision Making Approach," Energies, MDPI, vol. 13(1), pages 1-20, December.
    31. Alizadeh, Reza & Soltanisehat, Leili & Lund, Peter D. & Zamanisabzi, Hamed, 2020. "Improving renewable energy policy planning and decision-making through a hybrid MCDM method," Energy Policy, Elsevier, vol. 137(C).
    32. Demir, Caner & Cergibozan, Raif, 2020. "Does alternative energy usage converge across Oecd countries?," Renewable Energy, Elsevier, vol. 146(C), pages 559-567.
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    6. Vafadarnikjoo, Amin & Tavana, Madjid & Chalvatzis, Konstantinos & Botelho, Tiago, 2022. "A socio-economic and environmental vulnerability assessment model with causal relationships in electric power supply chains," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).

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