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Site selection modeling of hybrid renewable energy facilities using suitability index in spatial planning

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  • Sekeroglu, Ahmet
  • Erol, Demet

Abstract

The research focuses on how hybrid renewable energy facilities can be addressed within the spatial planning system by adopting an approach that minimizes the problems related to the sustainability of energy. The study aims to develop a spatial model based on parameters for the site selection processes of hybrid renewable energy facilities relying on wind, solar, and biomass energy sources within the spatial planning system in Turkey. The integration of fuzzy logic approach and Geographic Information Systems (GIS) tools has been proposed to establish a spatially applicable methodological framework. The methodology focuses on the neighborhood scale in terms of planning level and covers the Karatay district, where the hybrid renewable energy potential is high. The research findings indicate that the GAMMA operator used in the methodology provides the most optimal areas with a value of γ = 0.90 and generates site selections for hybrid renewable energy facilities based on the source with the highest suitability index in single-source utilization. Additionally, the operator determines the best alternative in terms of resources in different hybrid scenarios. In this context conducted in Karatay district, it was found that the highest suitability index in terms of hybrid applications is associated with biomass-solar energy combinations.

Suggested Citation

  • Sekeroglu, Ahmet & Erol, Demet, 2023. "Site selection modeling of hybrid renewable energy facilities using suitability index in spatial planning," Renewable Energy, Elsevier, vol. 219(P1).
  • Handle: RePEc:eee:renene:v:219:y:2023:i:p1:s0960148123013733
    DOI: 10.1016/j.renene.2023.119458
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    as
    1. Yang, Hongxing & Wei, Zhou & Chengzhi, Lou, 2009. "Optimal design and techno-economic analysis of a hybrid solar-wind power generation system," Applied Energy, Elsevier, vol. 86(2), pages 163-169, February.
    2. Asadi, Meysam & Pourhossein, Kazem, 2021. "Wind farm site selection considering turbulence intensity," Energy, Elsevier, vol. 236(C).
    3. Ghorbani, Narges & Kasaeian, Alibakhsh & Toopshekan, Ashkan & Bahrami, Leyli & Maghami, Amin, 2018. "Optimizing a hybrid wind-PV-battery system using GA-PSO and MOPSO for reducing cost and increasing reliability," Energy, Elsevier, vol. 154(C), pages 581-591.
    4. Devadas, V., 2001. "Planning for rural energy system: part I," Renewable and Sustainable Energy Reviews, Elsevier, vol. 5(3), pages 203-226, September.
    5. Nakata, Toshihiko & Kubo, Kazuo & Lamont, Alan, 2005. "Design for renewable energy systems with application to rural areas in Japan," Energy Policy, Elsevier, vol. 33(2), pages 209-219, January.
    6. Dimitra G. Vagiona, 2021. "Comparative Multicriteria Analysis Methods for Ranking Sites for Solar Farm Deployment: A Case Study in Greece," Energies, MDPI, vol. 14(24), pages 1-23, December.
    7. Taghavifar, Hadi & Zomorodian, Zahra Sadat, 2021. "Techno-economic viability of on grid micro-hybrid PV/wind/Gen system for an educational building in Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    8. Dehghan, Hassan & Pourfayaz, Fathollah & Shahsavari, Ardavan, 2022. "Multicriteria decision and Geographic Information System-based locational analysis and techno-economic assessment of a hybrid energy system," Renewable Energy, Elsevier, vol. 198(C), pages 189-199.
    9. Latinopoulos, D. & Kechagia, K., 2015. "A GIS-based multi-criteria evaluation for wind farm site selection. A regional scale application in Greece," Renewable Energy, Elsevier, vol. 78(C), pages 550-560.
    10. Charabi, Yassine & Gastli, Adel, 2013. "Integration of temperature and dust effects in siting large PV power plant in hot arid area," Renewable Energy, Elsevier, vol. 57(C), pages 635-644.
    11. Devadas, V., 2001. "Planning for rural energy system: part II," Renewable and Sustainable Energy Reviews, Elsevier, vol. 5(3), pages 227-270, September.
    12. Bekele, Getachew & Palm, Björn, 2010. "Feasibility study for a standalone solar-wind-based hybrid energy system for application in Ethiopia," Applied Energy, Elsevier, vol. 87(2), pages 487-495, February.
    13. Batzias, F.A. & Sidiras, D.K. & Spyrou, E.K., 2005. "Evaluating livestock manures for biogas production: a GIS based method," Renewable Energy, Elsevier, vol. 30(8), pages 1161-1176.
    14. Ouammi, Ahmed & Ghigliotti, Valeria & Robba, Michela & Mimet, Abdelaziz & Sacile, Roberto, 2012. "A decision support system for the optimal exploitation of wind energy on regional scale," Renewable Energy, Elsevier, vol. 37(1), pages 299-309.
    15. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    16. Baban, Serwan M.J & Parry, Tim, 2001. "Developing and applying a GIS-assisted approach to locating wind farms in the UK," Renewable Energy, Elsevier, vol. 24(1), pages 59-71.
    17. Sorknæs, P. & Lund, Henrik & Skov, I.R. & Djørup, S. & Skytte, K. & Morthorst, P.E. & Fausto, F., 2020. "Smart Energy Markets - Future electricity, gas and heating markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    18. Konstantinos Ioannou & Georgios Tsantopoulos & Garyfallos Arabatzis & Zacharoula Andreopoulou & Eleni Zafeiriou, 2018. "A Spatial Decision Support System Framework for the Evaluation of Biomass Energy Production Locations: Case Study in the Regional Unit of Drama, Greece," Sustainability, MDPI, vol. 10(2), pages 1-22, February.
    19. Villacreses, Geovanna & Gaona, Gabriel & Martínez-Gómez, Javier & Jijón, Diego Juan, 2017. "Wind farms suitability location using geographical information system (GIS), based on multi-criteria decision making (MCDM) methods: The case of continental Ecuador," Renewable Energy, Elsevier, vol. 109(C), pages 275-286.
    20. van Haaren, Rob & Fthenakis, Vasilis, 2011. "GIS-based wind farm site selection using spatial multi-criteria analysis (SMCA): Evaluating the case for New York State," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(7), pages 3332-3340, September.
    21. Zoghi, Mahmood & Houshang Ehsani, Amir & Sadat, Mahdis & javad Amiri, Mohammad & Karimi, Sepideh, 2017. "Optimization solar site selection by fuzzy logic model and weighted linear combination method in arid and semi-arid region: A case study Isfahan-IRAN," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P2), pages 986-996.
    22. Verônica Wilma B. Azevêdo & Ana Lúcia B. Candeias & Chigueru Tiba, 2017. "Location Study of Solar Thermal Power Plant in the State of Pernambuco Using Geoprocessing Technologies and Multiple-Criteria Analysis," Energies, MDPI, vol. 10(7), pages 1-23, July.
    23. Nixon, J.D. & Dey, P.K. & Davies, P.A., 2012. "The feasibility of hybrid solar-biomass power plants in India," Energy, Elsevier, vol. 46(1), pages 541-554.
    24. Höhn, J. & Lehtonen, E. & Rasi, S. & Rintala, J., 2014. "A Geographical Information System (GIS) based methodology for determination of potential biomasses and sites for biogas plants in southern Finland," Applied Energy, Elsevier, vol. 113(C), pages 1-10.
    25. Ullah, Zia & Elkadeem, M.R. & Kotb, Kotb M. & Taha, Ibrahim B.M. & Wang, Shaorong, 2021. "Multi-criteria decision-making model for optimal planning of on/off grid hybrid solar, wind, hydro, biomass clean electricity supply," Renewable Energy, Elsevier, vol. 179(C), pages 885-910.
    26. Liu, Li-qun & Wang, Zhi-xin, 2009. "The development and application practice of wind-solar energy hybrid generation systems in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1504-1512, August.
    27. Nagababu, Garlapati & Puppala, Harish & Pritam, Kocherlakota & Kantipudi, MVV Prasad, 2022. "Two-stage GIS-MCDM based algorithm to identify plausible regions at micro level to install wind farms: A case study of India," Energy, Elsevier, vol. 248(C).
    28. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    29. McGowan, J.G. & Manwell, J.F., 1999. "Hybrid wind/PV/diesel system experiences," Renewable Energy, Elsevier, vol. 16(1), pages 928-933.
    30. Mohammadzadeh Bina, Saeid & Jalilinasrabady, Saeid & Fujii, Hikari & Farabi-Asl, Hadi, 2018. "A comprehensive approach for wind power plant potential assessment, application to northwestern Iran," Energy, Elsevier, vol. 164(C), pages 344-358.
    31. Rahim Moltames & Mohammad Sajad Naghavi & Mahyar Silakhori & Younes Noorollahi & Hossein Yousefi & Mostafa Hajiaghaei-Keshteli & Behzad Azizimehr, 2022. "Multi-Criteria Decision Methods for Selecting a Wind Farm Site Using a Geographic Information System (GIS)," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    32. Ahmad, Jameel & Imran, Muhammad & Khalid, Abdullah & Iqbal, Waseem & Ashraf, Syed Rehan & Adnan, Muhammad & Ali, Syed Farooq & Khokhar, Khawar Siddique, 2018. "Techno economic analysis of a wind-photovoltaic-biomass hybrid renewable energy system for rural electrification: A case study of Kallar Kahar," Energy, Elsevier, vol. 148(C), pages 208-234.
    33. Hiremath, R.B. & Shikha, S. & Ravindranath, N.H., 2007. "Decentralized energy planning; modeling and application--a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(5), pages 729-752, June.
    34. Fadaeenejad, M. & Radzi, M.A.M. & AbKadir, M.Z.A. & Hizam, H., 2014. "Assessment of hybrid renewable power sources for rural electrification in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 299-305.
    35. Hossein Yousefi & Hamed Hafeznia & Amin Yousefi-Sahzabi, 2018. "Spatial Site Selection for Solar Power Plants Using a GIS-Based Boolean-Fuzzy Logic Model: A Case Study of Markazi Province, Iran," Energies, MDPI, vol. 11(7), pages 1-18, June.
    36. Caballero, F. & Sauma, E. & Yanine, F., 2013. "Business optimal design of a grid-connected hybrid PV (photovoltaic)-wind energy system without energy storage for an Easter Island's block," Energy, Elsevier, vol. 61(C), pages 248-261.
    37. Guo, Shaopeng & Liu, Qibin & Sun, Jie & Jin, Hongguang, 2018. "A review on the utilization of hybrid renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 1121-1147.
    38. Devadas, V., 2001. "Planning for rural energy system: part III," Renewable and Sustainable Energy Reviews, Elsevier, vol. 5(3), pages 271-297, September.
    39. Bagheri, Mehdi & Shirzadi, Navid & Bazdar, Elahe & Kennedy, Christopher A., 2018. "Optimal planning of hybrid renewable energy infrastructure for urban sustainability: Green Vancouver," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 254-264.
    40. Murphy, J.D. & McKeogh, E., 2006. "The benefits of integrated treatment of wastes for the production of energy," Energy, Elsevier, vol. 31(2), pages 294-310.
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