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A novel hybrid decision making approach for the strategic selection of wind energy projects

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Listed:
  • Dong, Weiwei
  • Zhao, Guohua
  • Yüksel, Serhat
  • Dinçer, Hasan
  • Ubay, Gözde Gülseven

Abstract

Wind energy projects provide clean energy so that they should be increased to reach the sustainable development goals of the countries. However, current decision-making process should be improved for the effectiveness of these projects. Thus, critical factors should be considered to understand the significant indicators of the performance of the wind energy projects. This article aims to determine the factors that should be considered when deciding on wind energy investments. In this context, 9 different criteria belonging to 3 dimensions (project, firm, market) are determined based on literature review. Later, an analysis is carried out by using hesitant interval-valued intuitionistic fuzzy (IVIF) Decision Making Trial and Evaluation Laboratory (DEMATEL) to identify the most important factors. Furthermore, 4 different investment strategies in Boston Consultancy Group (BCG) matrix have been determined as alternatives. To determine which of these strategies is suitable for wind energy investments, the hesitant IVIF multi-objective optimization on the basis of ratio analysis (MOORA) method has been considered. Additionally, a comparative evaluation is also performed by using technique for order preference by similarity to ideal solution (TOPSIS) methodology. Similarly, sensitivity analysis is also made by considering 9 different cases. The analysis results of different methodologies are quite similar which shows the coherency and reliability of the findings. It is concluded that firm-based factors play the most significant role. It is also identified that technical development, financial performance and organizational effectiveness are the most significant criteria to make investment decision on wind energy projects. Furthermore, due to the market growth potential, it is recommended that wind energy investors increase their investments and strengthen their position in the market.

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  • Dong, Weiwei & Zhao, Guohua & Yüksel, Serhat & Dinçer, Hasan & Ubay, Gözde Gülseven, 2022. "A novel hybrid decision making approach for the strategic selection of wind energy projects," Renewable Energy, Elsevier, vol. 185(C), pages 321-337.
    • Handle: RePEc:eee:renene:v:185:y:2022:i:c:p:321-337
    DOI: 10.1016/j.renene.2021.12.077
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    as
    1. Juan-Manuel Roldan-Fernandez & Javier Serrano-Gonzalez & Francisco Gonzalez-Longatt & Manuel Burgos-Payan, 2021. "Impact of Spanish Offshore Wind Generation in the Iberian Electricity Market: Potential Savings and Policy Implications," Energies, MDPI, vol. 14(15), pages 1-17, July.
    2. Mai, Trieu & Lopez, Anthony & Mowers, Matthew & Lantz, Eric, 2021. "Interactions of wind energy project siting, wind resource potential, and the evolution of the U.S. power system," Energy, Elsevier, vol. 223(C).
    3. Zhang, Ning & Lu, Xi & McElroy, Michael B. & Nielsen, Chris P. & Chen, Xinyu & Deng, Yu & Kang, Chongqing, 2016. "Reducing curtailment of wind electricity in China by employing electric boilers for heat and pumped hydro for energy storage," Applied Energy, Elsevier, vol. 184(C), pages 987-994.
    4. Md Liton Hossain & Ahmed Abu-Siada & S. M. Muyeen, 2018. "Methods for Advanced Wind Turbine Condition Monitoring and Early Diagnosis: A Literature Review," Energies, MDPI, vol. 11(5), pages 1-14, May.
    5. Dobni, C. Brooke & Sand, Christopher, 2018. "Strategy shift: Integrating strategy and the firm’s capability to innovate," Business Horizons, Elsevier, vol. 61(5), pages 797-808.
    6. Sahu, Bikash Kumar, 2018. "Wind energy developments and policies in China: A short review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1393-1405.
    7. Moradi, Jalal & Shahinzadeh, Hossein & Khandan, Amirsalar & Moazzami, Majid, 2017. "A profitability investigation into the collaborative operation of wind and underwater compressed air energy storage units in the spot market," Energy, Elsevier, vol. 141(C), pages 1779-1794.
    8. Olatayo, Kunle Ibukun & Wichers, J. Harry & Stoker, Piet W., 2020. "The advanced and moderate-growth development paths for the viability and future growth of small wind energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    9. Elena Candelo, 2019. "Marketing Progress: A Never-Ending Story," International Series in Advanced Management Studies, in: Marketing Innovations in the Automotive Industry, chapter 0, pages 67-78, Springer.
    10. Zanon, Alessandro & De Gennaro, Michele & Kühnelt, Helmut, 2018. "Wind energy harnessing of the NREL 5 MW reference wind turbine in icing conditions under different operational strategies," Renewable Energy, Elsevier, vol. 115(C), pages 760-772.
    11. Kazimierczuk, Agnieszka H., 2019. "Wind energy in Kenya: A status and policy framework review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 434-445.
    12. Prata, Ricardo & Carvalho, Pedro M.S. & Azevedo, Inês L., 2018. "Distributional costs of wind energy production in Portugal under the liberalized Iberian market regime," Energy Policy, Elsevier, vol. 113(C), pages 500-512.
    13. Huijuan Wang & Xin Wang & Lidong Wang, 2019. "Multicriteria Decision Making Based on Archimedean Bonferroni Mean Operators of Hesitant Fermatean 2-Tuple Linguistic Terms," Complexity, Hindawi, vol. 2019, pages 1-19, December.
    14. Ocampo, Lanndon & Yamagishi, Kafferine, 2020. "Modeling the lockdown relaxation protocols of the Philippine government in response to the COVID-19 pandemic: An intuitionistic fuzzy DEMATEL analysis," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    15. Dan Horsky & M. R. Rao, 1984. "Estimation of Attribute Weights from Preference Comparisons," Management Science, INFORMS, vol. 30(7), pages 801-822, July.
    16. Gunasekarage, Abeyratna & Luong, Hoa & Truong, Thanh Tan, 2020. "Growth and market share matrix, CEO power, and firm performance," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    17. Shafiee, Mahmood & Sørensen, John Dalsgaard, 2019. "Maintenance optimization and inspection planning of wind energy assets: Models, methods and strategies," Reliability Engineering and System Safety, Elsevier, vol. 192(C).
    18. Cristian Mattar & Felipe Cabello-Españon & Nicolas G. Alonso-de-Linaje, 2021. "Towards a Future Scenario for Offshore Wind Energy in Chile: Breaking the Paradigm," Sustainability, MDPI, vol. 13(13), pages 1-16, June.
    19. Faturay, Futu & Vunnava, Venkata Sai Gargeya & Lenzen, Manfred & Singh, Shweta, 2020. "Using a new USA multi-region input output (MRIO) model for assessing economic and energy impacts of wind energy expansion in USA," Applied Energy, Elsevier, vol. 261(C).
    20. Njoh, Ambe J. & Etta, Simon & Essia, Uwem & Ngyah-Etchutambe, Ijang & Enomah, Lucy E.D. & Tabrey, Hans T. & Tarke, Mah O., 2019. "Implications of institutional frameworks for renewable energy policy administration: Case study of the Esaghem, Cameroon community PV solar electrification project," Energy Policy, Elsevier, vol. 128(C), pages 17-24.
    21. Enas Raafat Maamoun Shouman, 2020. "Global Prediction of Wind Energy Market Strategy for Electricity Generation," Chapters, in: Karam Youssef Maalawi (ed.), Modeling, Simulation and Optimization of Wind Farms and Hybrid Systems, IntechOpen.
    22. Contreras, Javier & Rodríguez, Yeny E., 2016. "Incentives for wind power investment in Colombia," Renewable Energy, Elsevier, vol. 87(P1), pages 279-288.
    23. Tu, Qiang & Betz, Regina & Mo, Jianlei & Fan, Ying, 2019. "The profitability of onshore wind and solar PV power projects in China - A comparative study," Energy Policy, Elsevier, vol. 132(C), pages 404-417.
    24. Zhang, Chen & Gao, Wei & Guo, Sheng & Li, Youliang & Yang, Tao, 2017. "Opportunistic maintenance for wind turbines considering imperfect, reliability-based maintenance," Renewable Energy, Elsevier, vol. 103(C), pages 606-612.
    25. Rohe, Sebastian & Chlebna, Camilla, 2021. "A spatial perspective on the legitimacy of a technological innovation system: Regional differences in onshore wind energy," Energy Policy, Elsevier, vol. 151(C).
    26. Kaldellis, J.K. & Apostolou, D., 2017. "Life cycle energy and carbon footprint of offshore wind energy. Comparison with onshore counterpart," Renewable Energy, Elsevier, vol. 108(C), pages 72-84.
    27. Wei, Youzhou & Zou, Qing-Ping & Lin, Xianghong, 2021. "Evolution of price policy for offshore wind energy in China: Trilemma of capacity, price and subsidy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 136(C).
    28. Zhishuang Zhu & Hua Liao, 2019. "Do subsidies improve the financial performance of renewable energy companies? Evidence from China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 241-256, January.
    29. Thapar, Sapan & Sharma, Seema & Verma, Ashu, 2018. "Key determinants of wind energy growth in India: Analysis of policy and non-policy factors," Energy Policy, Elsevier, vol. 122(C), pages 622-638.
    30. Ryan Wiser & Joseph Rand & Joachim Seel & Philipp Beiter & Erin Baker & Eric Lantz & Patrick Gilman, 2021. "Expert elicitation survey predicts 37% to 49% declines in wind energy costs by 2050," Nature Energy, Nature, vol. 6(5), pages 555-565, May.
    31. Chang, Yu-Chun & Lee, Wei-Hao & Wu, Chi-Hung, 2019. "Potential opportunities for Asian airports to develop self-connecting passenger markets," Journal of Air Transport Management, Elsevier, vol. 77(C), pages 7-16.
    32. Yue Meng & Haoyue Wu & Wenjing Zhao & Wenkuan Chen & Hasan Dinçer & Serhat Yüksel, 2021. "A hybrid heterogeneous Pythagorean fuzzy group decision modelling for crowdfunding development process pathways of fintech-based clean energy investment projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-34, December.
    33. Elena Candelo, 2019. "Marketing Innovations in the Automotive Industry," International Series in Advanced Management Studies, Springer, number 978-3-030-15999-3, February.
    34. Gonzalez-Romero, Isaac-Camilo & Wogrin, Sonja & Gomez, Tomas, 2021. "Transmission and storage expansion planning under imperfect market competition: Social planner versus merchant investor," Energy Economics, Elsevier, vol. 103(C).
    35. Watson, Simon & Moro, Alberto & Reis, Vera & Baniotopoulos, Charalampos & Barth, Stephan & Bartoli, Gianni & Bauer, Florian & Boelman, Elisa & Bosse, Dennis & Cherubini, Antonello & Croce, Alessandro , 2019. "Future emerging technologies in the wind power sector: A European perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
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