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Integrated GIS and Fuzzy-AHP Framework for Suitability Analysis of Hybrid Renewable Energy Systems: A Case in Southern Philippines

Author

Listed:
  • Rovick Tarife

    (Graduate School of Environment and Energy Engineering, Waseda University, Tokyo 169-8555, Japan)

  • Yosuke Nakanishi

    (Graduate School of Environment and Energy Engineering, Waseda University, Tokyo 169-8555, Japan)

  • Yicheng Zhou

    (Graduate School of Environment and Energy Engineering, Waseda University, Tokyo 169-8555, Japan)

  • Noel Estoperez

    (Department of Electrical Engineering and Technology, Mindanao State University—Iligan Institute of Technology, A. Bonifacio Ave, Iligan City 9200, Philippines)

  • Anacita Tahud

    (Department of Electrical Engineering and Technology, Mindanao State University—Iligan Institute of Technology, A. Bonifacio Ave, Iligan City 9200, Philippines)

Abstract

This study proposes an integrated framework for assessing the suitability of renewable energy systems, including wind, solar, hydro and hybrid wind–solar and hydro–solar, in the southern Philippines. The framework employs a combination of the Fuzzy-Analytic Hierarchy Process (AHP) and Geographic Information System (GIS) techniques to evaluate various socio-environmental and techno-economic factors. Several suitability indices were developed and used in the analysis. The criteria used in the analysis are based on a comprehensive literature review and input from experts in renewable energy and micro-grid technology. The results indicate that energy production is the most important factor and the total suitable areas for hybrid wind–solar and hybrid hydro–solar systems are 126.60 and 629.02 square kilometers, respectively. This research provides valuable insights for decision-makers and potential investors in the renewable energy sector in the study area.

Suggested Citation

  • Rovick Tarife & Yosuke Nakanishi & Yicheng Zhou & Noel Estoperez & Anacita Tahud, 2023. "Integrated GIS and Fuzzy-AHP Framework for Suitability Analysis of Hybrid Renewable Energy Systems: A Case in Southern Philippines," Sustainability, MDPI, vol. 15(3), pages 1-25, January.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2372-:d:1049312
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    References listed on IDEAS

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    1. Furat Dawood & GM Shafiullah & Martin Anda, 2020. "Stand-Alone Microgrid with 100% Renewable Energy: A Case Study with Hybrid Solar PV-Battery-Hydrogen," Sustainability, MDPI, vol. 12(5), pages 1-17, March.
    2. Martínez-Martínez, Yenisleidy & Dewulf, Jo & Casas-Ledón, Yannay, 2022. "GIS-based site suitability analysis and ecosystem services approach for supporting renewable energy development in south-central Chile," Renewable Energy, Elsevier, vol. 182(C), pages 363-376.
    3. Al Garni, Hassan Z. & Awasthi, Anjali, 2017. "Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia," Applied Energy, Elsevier, vol. 206(C), pages 1225-1240.
    4. Yeon-Ju Choi & Byeong-Chan Oh & Moses Amoasi Acquah & Dong-Min Kim & Sung-Yul Kim, 2021. "Optimal Operation of a Hybrid Power System as an Island Microgrid in South-Korea," Sustainability, MDPI, vol. 13(9), pages 1-18, April.
    5. Alexandra Vrînceanu & Ines Grigorescu & Monica Dumitrașcu & Irena Mocanu & Cristina Dumitrică & Dana Micu & Gheorghe Kucsicsa & Bianca Mitrică, 2019. "Impacts of Photovoltaic Farms on the Environment in the Romanian Plain," Energies, MDPI, vol. 12(13), pages 1-18, July.
    6. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    7. Nallapaneni Manoj Kumar & Shauhrat S. Chopra & Aneesh A. Chand & Rajvikram Madurai Elavarasan & G.M. Shafiullah, 2020. "Hybrid Renewable Energy Microgrid for a Residential Community: A Techno-Economic and Environmental Perspective in the Context of the SDG7," Sustainability, MDPI, vol. 12(10), pages 1-30, May.
    8. Ghorbani, Narges & Makian, Hamed & Breyer, Christian, 2019. "A GIS-based method to identify potential sites for pumped hydro energy storage - Case of Iran," Energy, Elsevier, vol. 169(C), pages 854-867.
    9. Supriyasilp, Thanaporn & Pongput, Kobkiat & Boonyasirikul, Thana, 2009. "Hydropower development priority using MCDM method," Energy Policy, Elsevier, vol. 37(5), pages 1866-1875, May.
    10. Voivontas, D. & Assimacopoulos, D. & Mourelatos, A. & Corominas, J., 1998. "Evaluation of Renewable Energy potential using a GIS decision support system," Renewable Energy, Elsevier, vol. 13(3), pages 333-344.
    11. Rovick Tarife & Yosuke Nakanishi & Yining Chen & Yicheng Zhou & Noel Estoperez & Anacita Tahud, 2022. "Optimization of Hybrid Renewable Energy Microgrid for Rural Agricultural Area in Southern Philippines," Energies, MDPI, vol. 15(6), pages 1-29, March.
    12. Rojanamon, Pannathat & Chaisomphob, Taweep & Bureekul, Thawilwadee, 2009. "Application of geographical information system to site selection of small run-of-river hydropower project by considering engineering/economic/environmental criteria and social impact," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2336-2348, December.
    13. 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.
    14. Dimitra G. Vagiona & Manos Kamilakis, 2018. "Sustainable Site Selection for Offshore Wind Farms in the South Aegean—Greece," Sustainability, MDPI, vol. 10(3), pages 1-18, March.
    15. Alfeus Sunarso & Kunhali Ibrahim-Bathis & Sakti A. Murti & Irwan Budiarto & Harold S. Ruiz, 2020. "GIS-Based Assessment of the Technical and Economic Feasibility of Utility-Scale Solar PV Plants: Case Study in West Kalimantan Province," Sustainability, MDPI, vol. 12(15), pages 1-12, August.
    16. Franco Canziani & Raúl Vargas & Miguel Castilla & Jaume Miret, 2021. "Reliability and Energy Costs Analysis of a Rural Hybrid Microgrid Using Measured Data and Battery Dynamics: A Case Study in the Coast of Perú," Energies, MDPI, vol. 14(19), pages 1-17, October.
    17. Yue, Cheng-Dar & Wang, Shi-Sian, 2006. "GIS-based evaluation of multifarious local renewable energy sources: a case study of the Chigu area of southwestern Taiwan," Energy Policy, Elsevier, vol. 34(6), pages 730-742, April.
    18. Yi, Choong-Sung & Lee, Jin-Hee & Shim, Myung-Pil, 2010. "Site location analysis for small hydropower using geo-spatial information system," Renewable Energy, Elsevier, vol. 35(4), pages 852-861.
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