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A framework for GIS-based site selection and technical potential evaluation of PV solar farm using Fuzzy-Boolean logic and AHP multi-criteria decision-making approach

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  1. Yang, Hua & Xu, Yong & Zhou, Kan & Li, Jiuyi, 2024. "Mapping development potential and priority zones for utility-scale photovoltaic on the Qinghai-Tibet Plateau," Renewable Energy, Elsevier, vol. 237(PA).
  2. Hosseini Dehshiri, Seyyed Shahabaddin & Firoozabadi, Bahar, 2023. "A novel four-stage integrated GIS based fuzzy SWARA approach for solar site suitability with hydrogen storage system," Energy, Elsevier, vol. 278(PA).
  3. Zhou, Jianli & Liu, Dandan & Sha, Ru & Sun, Jingbing & Wang, Yubao & Wu, Yunna, 2024. "Geospatial simulation and decision optimization towards identifying the layout suitability and priority for wind-photovoltaic-hydrogen-ammonia project: An empirical study in China," Energy, Elsevier, vol. 286(C).
  4. Tomé Sicuaio & Pengxiang Zhao & Petter Pilesjö & Andrey Shindyapin & Ali Mansourian, 2024. "A Multi-Objective Optimization Approach for Solar Farm Site Selection: Case Study in Maputo, Mozambique," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
  5. Gumber, Anurag & Zana, Riccardo & Steffen, Bjarne, 2024. "A global analysis of renewable energy project commissioning timelines," Applied Energy, Elsevier, vol. 358(C).
  6. Yılmaz, Kutay & Dinçer, Ali Ersin & Ayhan, Elif N., 2023. "Exploring flood and erosion risk indices for optimal solar PV site selection and assessing the influence of topographic resolution," Renewable Energy, Elsevier, vol. 216(C).
  7. Yilmaz, İsmail & Kocer, Abdulkadir & Aksoy, Ercument, 2024. "Site selection for solar power plants using GIS and fuzzy analytic hierarchy process: Case study of the western mediterranean region of Turkiye," Renewable Energy, Elsevier, vol. 237(PC).
  8. José Eduardo Tafula & Constantino Dário Justo & Pedro Moura & Jérôme Mendes & Ana Soares, 2023. "Multicriteria Decision-Making Approach for Optimum Site Selection for Off-Grid Solar Photovoltaic Microgrids in Mozambique," Energies, MDPI, vol. 16(6), pages 1-41, March.
  9. López-Bravo, Celia & Mora-López, Llanos & Sidrach-deCardona, Mariano & Márquez-Ballesteros, María José, 2024. "A comprehensive analysis based on GIS-AHP to minimise the social and environmental impact of the installation of large-scale photovoltaic plants in south Spain," Renewable Energy, Elsevier, vol. 226(C).
  10. Gao, Jianwei & Wang, Yaping & Guo, Fengjia & Chen, Jiayi, 2024. "A two-stage decision framework for GIS-based site selection of wind-photovoltaic-hybrid energy storage project using LSGDM method," Renewable Energy, Elsevier, vol. 222(C).
  11. Santana-Sarmiento, Francisco & Velázquez-Medina, Sergio, 2024. "A method based on GIS techniques to assess renewable energy self-consumption capacity. A case study," Energy, Elsevier, vol. 305(C).
  12. Ali Kaviani & Fatemeh Razi Astaraei & Alireza Aslani & Seyed Ali Mousavi, 2024. "A powerful checklist for the selection of optimal scenarios between local renewable resources and grid extension using exergy, financial, and social analyses," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 3735-3766, February.
  13. Liu, Fa & Sun, Fubao & Wang, Xunming & Feng, Yao, 2025. "Water constraints challenge large-scale solar expansion in Northwest China," Energy, Elsevier, vol. 335(C).
  14. Bouaziz, Mohamed Chahine & El Koundi, Mourad & Ennine, Ghaleb, 2024. "High-resolution solar panel detection in Sfax, Tunisia: A UNet-Based approach," Renewable Energy, Elsevier, vol. 235(C).
  15. Bimal Kumar Dora & Sunil Bhat & Arghya Mitra & Damien Ernst & Adrian Halinka & Daria Zychma & Pawel Sowa, 2025. "The Global Electricity Grid: A Comprehensive Review," Energies, MDPI, vol. 18(5), pages 1-39, February.
  16. Gezen, Mesliha & Karaaslan, Abdulkerim, 2022. "Energy planning based on Vision-2023 of Turkey with a goal programming under fuzzy multi-objectives," Energy, Elsevier, vol. 261(PA).
  17. 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.
  18. Jerome G. Gacu & Junrey D. Garcia & Eddie G. Fetalvero & Merian P. Catajay-Mani & Cris Edward F. Monjardin, 2023. "Suitability Analysis Using GIS-Based Analytic Hierarchy Process (AHP) for Solar Power Exploration," Energies, MDPI, vol. 16(18), pages 1-28, September.
  19. Hou, Yali & Wang, Qunwei & Tan, Tao, 2023. "An ensemble learning framework for rooftop photovoltaic project site selection," Energy, Elsevier, vol. 285(C).
  20. Carlos Robles-Algarín & Luis Castrillo-Fernández & Diego Restrepo-Leal, 2024. "Optimal Site Selection for Solar PV Systems in the Colombian Caribbean: Evaluating Weighting Methods in a TOPSIS Framework," Sustainability, MDPI, vol. 16(20), pages 1-21, October.
  21. Nebiyu Kedir & Phuong H. D. Nguyen & Citlaly Pérez & Pedro Ponce & Aminah Robinson Fayek, 2023. "Systematic Literature Review on Fuzzy Hybrid Methods in Photovoltaic Solar Energy: Opportunities, Challenges, and Guidance for Implementation," Energies, MDPI, vol. 16(9), pages 1-38, April.
  22. Bahare Moradi & Rojin Akbari & Seyedeh Reyhaneh Taghavi & Farnaz Fardad & Abdulsalam Esmailzadeh & Mohammad Zia Ahmadi & Sina Attarroshan & Fatemeh Nickravesh & Jamal Jokar Arsanjani & Mehdi Amirkhani, 2023. "A Scenario-Based Spatial Multi-Criteria Decision-Making System for Urban Environment Quality Assessment: Case Study of Tehran," Land, MDPI, vol. 12(9), pages 1-24, August.
  23. Ayough, Ashkan & Boshruei, Setareh & Khorshidvand, Behrooz, 2022. "A new interactive method based on multi-criteria preference degree functions for solar power plant site selection," Renewable Energy, Elsevier, vol. 195(C), pages 1165-1173.
  24. Shriki, Noam & Rabinovici, Raul & Yahav, Kobi & Rubin, Ofir, 2023. "Prioritizing suitable locations for national-scale solar PV installations: Israel's site suitability analysis as a case study," Renewable Energy, Elsevier, vol. 205(C), pages 105-124.
  25. Andrius Tamošiūnas, 2023. "Selecting Rooftop Solar Photovoltaic Modules by Measuring Their Attractiveness by a Categorical-Based Evaluation Technique (MACBETH): The Case of Lithuania," Energies, MDPI, vol. 16(7), pages 1-22, March.
  26. De Cos, Olga & Charbonneau, Marion & Puyo, Jean-Yves & Tran, Thao & Montagne, Delphine, 2025. "GIS multi-threat models for agricultural land in the Nouvelle-Aquitaine region (France). A methodology of composite indicators to support targeted policies," Land Use Policy, Elsevier, vol. 155(C).
  27. Nattaporn Chattham & Nguyen Van Thanh & Chawalit Jeenanunta, 2025. "Renewable Energy from Solid Waste: A Spherical Fuzzy Multi-Criteria Decision-Making Model Addressing Solid Waste and Energy Challenges," Energies, MDPI, vol. 18(3), pages 1-20, January.
  28. Gao, Jianwei & Wang, Yaping & Huang, Ningbo & Wei, Lingli & Zhang, Zixuan, 2022. "Optimal site selection study of wind-photovoltaic-shared energy storage power stations based on GIS and multi-criteria decision making: A two-stage framework," Renewable Energy, Elsevier, vol. 201(P1), pages 1139-1162.
  29. Feng, Xiaofan & Zhang, Zhengjia & Chen, Qi & Guo, Zhiling & Zhang, Haoran & Wang, Mengmeng & Gao, Wei & Liu, Xiuguo, 2025. "Integrating remote sensing, GIS, and multi-criteria decision making for assessing PV potential in mountainous regions," Renewable Energy, Elsevier, vol. 241(C).
  30. Xiao, Sheng & Ren, He & Zhao, Yanling & He, Tingting & Huang, Chunlin & Chen, Qixiang & Zhang, Lifan & An, Yifan & Li, Fashuai & Chen, Yuwei, 2025. "Land reuse for carbon mitigation: Decarbonization potential of solar photovoltaics in China's open-pit mining areas," Land Use Policy, Elsevier, vol. 158(C).
  31. Wei Ding & Xuguang Zhao & Weigao Meng & Haichao Wang, 2022. "Smart Evaluation of Sustainability of Photovoltaic Projects in the Context of Carbon Neutrality Target," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
  32. Li, Xiaoya & Dong, Xinyu & Ye, Yanmei, 2024. "An interaction model applied to optimize photovoltaic farm location: A case study of China," Applied Energy, Elsevier, vol. 356(C).
  33. Ali, Shahid & Stewart, Rodney A. & Sahin, Oz & Vieira, Abel Silva, 2023. "Integrated GIS-AHP-based approach for off-river pumped hydro energy storage site selection," Applied Energy, Elsevier, vol. 337(C).
  34. Qi, Dong & Kang, Jia & Liu, Jinshi & Chen, Shijun & Chen, Wenlong & Xie, Guo & Wang, Wenquan, 2026. "Layout optimization of mountain PV involving hydro-PV hybrid system and site selection," Renewable Energy, Elsevier, vol. 256(PB).
  35. Wang, Ruijing & Gong, Jirui & Zhang, Siqi & Zhang, Weiyuan & Dong, Xuede & Hu, Yuxia & Yang, Guisen & Yan, Chenyi & Zhang, Shangpeng & Wang, Tong, 2025. "Comprehensive potential assessment of agrophotovoltaic systems: A case study of Hebei Province," Renewable Energy, Elsevier, vol. 240(C).
  36. Sonal, & Ghosh, Debomita, 2022. "Impact of situational awareness attributes for resilience assessment of active distribution networks using hybrid dynamic Bayesian multi criteria decision-making approach," Reliability Engineering and System Safety, Elsevier, vol. 228(C).
  37. Lijiang Liang & Zhen Chen & Shijin Chen & Xinqi Zheng, 2023. "Evaluation of Site Suitability for Photovoltaic Power Plants in the Beijing–Tianjin–Hebei Region of China Using a Combined Weighting Method," Land, MDPI, vol. 13(1), pages 1-23, December.
  38. Fotsing Metegam, Isabelle Flora & Wolff, Eleonore & Tchinda, René & Huart, Michel & Chara-Dackou, Venant Sorel, 2025. "Evaluation of on-grid and off-grid solar photovoltaic sites in Cameroon using geographic information systems, fuzzy logic, and multi-criteria analysis," Energy, Elsevier, vol. 318(C).
  39. Krishankumar, Raghunathan & Pamucar, Dragan & Deveci, Muhammat & Aggarwal, Manish & Ravichandran, Kattur Soundarapandian, 2022. "Assessment of renewable energy sources for smart cities’ demand satisfaction using multi-hesitant fuzzy linguistic based choquet integral approach," Renewable Energy, Elsevier, vol. 189(C), pages 1428-1442.
  40. Fangbin Zhou & Yun Xiao & Tianyi Yao & Feng Xie & Junwei Bian, 2025. "Suitability of Photovoltaic Power Station Sites Based on Particle Swarm Optimization Model of Fuzzy Hierarchical Analysis—Taking Qujing City of Yunnan Province as Example," Energies, MDPI, vol. 18(5), pages 1-22, February.
  41. Lv, Furong & Tang, Haiping, 2024. "Sustainable photovoltaic power generation spatial planning through ecosystem service valuation: A case study of the Qinghai-Tibet plateau," Renewable Energy, Elsevier, vol. 222(C).
  42. Yang Li & Jingjing Pei & Fang Zhang, 2023. "Comprehensive Ecological Planning and Evaluation of Towns from the Perspective of Sustainable Development," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
  43. Sekeroglu, Ahmet, 2024. "Site selection for biomass-solar hybrid renewable energy facilities: Spatial modelling based on fuzzy logic-geographic information systems," Renewable Energy, Elsevier, vol. 237(PB).
  44. Harsh Wardhan Pandey & Ramesh Kumar & Rajib Kumar Mandal, 2023. "Ranking of mitigation strategies for duck curve in Indian active distribution network using MCDM," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(4), pages 1255-1275, August.
  45. Mohammad Abdul Baseer & Ibrahim Alsaduni, 2023. "A Novel Renewable Smart Grid Model to Sustain Solar Power Generation," Energies, MDPI, vol. 16(12), pages 1-17, June.
  46. Shehab, Zakariya Nafi' & Faisal, Raid Mahmood & Ahmed, Safwa Waleed, 2024. "Multi-criteria decision making (MCDM) approach for identifying optimal solar farm locations: A multi-technique comparative analysis," Renewable Energy, Elsevier, vol. 237(PC).
  47. Tao, Linwei & Hayashi, Kiichiro & Gyeltshen, Sangay & Shimoyama, Yuya, 2025. "Spatial assessment of utility-scale solar photovoltaic siting potential using machine learning approaches: A case study in Aichi prefecture, Japan," Applied Energy, Elsevier, vol. 383(C).
  48. Jerome G. Gacu & Junrey D. Garcia & Eddie G. Fetalvero & Merian P. Catajay-Mani & Cris Edward F. Monjardin & Christopher Power, 2024. "A Comprehensive Resource Assessment for Wind Power Generation on the Rural Island of Sibuyan, Philippines," Energies, MDPI, vol. 17(9), pages 1-21, April.
  49. Kocabaldır, Canan & Yücel, Mehmet Ali, 2023. "GIS-based multicriteria decision analysis for spatial planning of solar photovoltaic power plants in Çanakkale province, Turkey," Renewable Energy, Elsevier, vol. 212(C), pages 455-467.
  50. Al-Abadi, Alaa M. & Handhal, Amna M. & Abdulhasan, Mustafa A. & Ali, Wajdi L. & Hassan, J.J. & Al Aboodi, Ali H., 2025. "Optimal siting of large photovoltaic solar farms at Basrah governorate, Southern Iraq using hybrid GIS- based Entropy-TOPSIS and AHP-TOPSIS models," Renewable Energy, Elsevier, vol. 241(C).
  51. Haspolat, Emre & Cicek, Doga Derman & Gokmener, Serkan & Melek, Abiddin Berhan & Deveci, Muhammet & Oguz, Elif, 2024. "Site selection of floating photovoltaic systems on hydropower reservoirs using fuzzy sine trigonometric decision-making model: Turkey as a case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 206(C).
  52. Li, Xiao-Ya & Dong, Xin-Yu & Chen, Sha & Ye, Yan-Mei, 2024. "The promising future of developing large-scale PV solar farms in China: A three-stage framework for site selection," Renewable Energy, Elsevier, vol. 220(C).
  53. Yao, Lingxiang & Guan, Zhiwen & Wang, Yang & Hui, Hongxun & Luo, Shuyu & Jia, Chuyun & You, Xingxing & Xiao, Xianyong, 2025. "Evaluating the feasibility of concentrated solar power as a replacement for coal-fired power in China: A comprehensive comparative analysis," Applied Energy, Elsevier, vol. 377(PA).
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