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Layout optimization of mountain PV involving hydro-PV hybrid system and site selection

Author

Listed:
  • Qi, Dong
  • Kang, Jia
  • Liu, Jinshi
  • Chen, Shijun
  • Chen, Wenlong
  • Xie, Guo
  • Wang, Wenquan

Abstract

Mountain PV technology associated with hydro-PV hybrid systems plays an important role in the future electricity market. This study presented a modified model for the mountain PV module layout, whereby optimal PV construction sites are determined and output performance are evaluated. A case study in Lianghekou Hydropower Station in China was conducted. The Geographic Information System-Analytic Hierarchy Process (GIS-AHP) technique was employed to preliminarily identify six candidate PV sites (Site I ∼ VI) in the study area. Six independent selections were executed based on suitability score distribution and raster image processing, then six specific regions for PV layout were selected. Accumulative area of the six selected regions was approximately 24.6 % of the six-candidate area. The annual power generation per unit area, the Levelized Cost of Energy (LCOE) and Payback Period (PBP) of optimal candidate site (Site II) were respectively 221.1 kWh/m2, 0.024 USD/kWh and 9.28 year. Compared with conventional layout of large-scale PV modules, proposed layout from the model could achieve 7.7 % increase in power generation, 14 % reduction in LCOE and 18.4 % shortening in PBP. This study provided direct evidence for mountain PV feasibility in hydro-PV hybrid system, and paved the way on PV module layout method in complex mountain environment.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:renene:v:256:y:2026:i:pb:s0960148125016829
    DOI: 10.1016/j.renene.2025.124018
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    1. Huang, Lin & Song, Zihao & Dong, Qichang & Song, Ye & Zhao, Xiaoqing & Qi, Jiacheng & Shi, Long, 2024. "Surface temperature and power generation efficiency of PV arrays with various row spacings: A full-scale outdoor experimental study," Applied Energy, Elsevier, vol. 367(C).
    2. Đukan, Mak & Gut, David & Gumber, Anurag & Steffen, Bjarne, 2024. "Harnessing solar power in the Alps: A study on the financial viability of mountain PV systems," Applied Energy, Elsevier, vol. 375(C).
    3. Dujardin, Jérôme & Schillinger, Moritz & Kahl, Annelen & Savelsberg, Jonas & Schlecht, Ingmar & Lordan-Perret, Rebecca, 2022. "Optimized market value of alpine solar photovoltaic installations," Renewable Energy, Elsevier, vol. 186(C), pages 878-888.
    4. Wu, Chen & Liu, Pan & Cheng, Qian & Yang, Zhikai & Huang, Kangdi & Liu, Zheyuan & Zheng, Yalian & Li, Xiao & Zhou, Yong & Jiang, Dingguo & Yu, Yi, 2025. "Analytical method for optimizing capacity expansion of existing hydropower plants in hydro-wind-photovoltaic hybrid system: A case study in the Yalong River basin," Applied Energy, Elsevier, vol. 383(C).
    5. Lu, Ning & Qin, Jun, 2024. "Optimization of tilt angle for PV in China with long-term hourly surface solar radiation," Renewable Energy, Elsevier, vol. 229(C).
    6. Aziz, Md Tareq & Haque, Akramul & Islam, Md Rabiul & Hosen, Md Biplob & Kader, Zarjes & Aziz, Md Abdul & Saha, Ovi Ranjan, 2025. "Site suitability assessment for solar powered green hydrogen production plants: A GIS based AHP and Fuzzy AHP approach for Bangladesh," Renewable Energy, Elsevier, vol. 254(C).
    7. Zhou, Siyu & Han, Yang & Zalhaf, Amr S. & Chen, Shuheng & Zhou, Te & Yang, Ping & Elboshy, Bahaa, 2023. "A novel multi-objective scheduling model for grid-connected hydro-wind-PV-battery complementary system under extreme weather: A case study of Sichuan, China," Renewable Energy, Elsevier, vol. 212(C), pages 818-833.
    8. Noorollahi, Younes & Ghenaatpisheh Senani, Ali & Fadaei, Ahmad & Simaee, Mobina & Moltames, Rahim, 2022. "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," Renewable Energy, Elsevier, vol. 186(C), pages 89-104.
    9. Xiang, Yue & Tang, Qingwei & Xu, Weiting & Hu, Shuai & Zhao, Pengfei & Guo, Jingrong & Liu, Junyong, 2024. "A multi-factor spatio-temporal correlation analysis method for PV development potential estimation," Renewable Energy, Elsevier, vol. 223(C).
    10. Novan, Kevin & Wang, Yingzi, 2024. "Estimates of the marginal curtailment rates for solar and wind generation," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    11. 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).
    12. Salah Ud-Din Khan & Irfan Wazeer & Zeyad Almutairi, 2023. "Comparative Analysis of SAM and RETScreen Tools for the Case Study of 600 kW Solar PV System Installation in Riyadh, Saudi Arabia," Sustainability, MDPI, vol. 15(6), pages 1-23, March.
    13. Zhao, Mingzhe & Wang, Yimin & Wang, Xuebin & Chang, Jianxia & Chen, Yunhua & Zhou, Yong & Guo, Aijun, 2022. "Flexibility evaluation of wind-PV-hydro multi-energy complementary base considering the compensation ability of cascade hydropower stations," Applied Energy, Elsevier, vol. 315(C).
    14. Zhang, Changbing & Cao, Wenzhe & Xie, Tingting & Wang, Chongxun & Shen, Chunhe & Wen, Xiankui & Mao, Cheng, 2022. "Operational characteristics and optimization of Hydro-PV power hybrid electricity system," Renewable Energy, Elsevier, vol. 200(C), pages 601-613.
    15. Xie, Mingxi & Jia, Teng & Dai, Yanjun, 2022. "Hybrid photovoltaic/solar chimney power plant combined with agriculture: The transformation of a decommissioned coal-fired power plant," Renewable Energy, Elsevier, vol. 191(C), pages 1-16.
    16. Tan, Qiaofeng & Nie, Zhuang & Wen, Xin & Su, Huaying & Fang, Guohua & Zhang, Ziyi, 2024. "Complementary scheduling rules for hybrid pumped storage hydropower-photovoltaic power system reconstructing from conventional cascade hydropower stations," Applied Energy, Elsevier, vol. 355(C).
    17. Alami Merrouni, Ahmed & Elwali Elalaoui, Fakhreddine & Mezrhab, Ahmed & Mezrhab, Abdelhamid & Ghennioui, Abdellatif, 2018. "Large scale PV sites selection by combining GIS and Analytical Hierarchy Process. Case study: Eastern Morocco," Renewable Energy, Elsevier, vol. 119(C), pages 863-873.
    18. Tercan, Emre & Eymen, Abdurrahman & Urfalı, Tuğrul & Saracoglu, Burak Omer, 2021. "A sustainable framework for spatial planning of photovoltaic solar farms using GIS and multi-criteria assessment approach in Central Anatolia, Turkey," Land Use Policy, Elsevier, vol. 102(C).
    19. Colak, H. Ebru & Memisoglu, Tugba & Gercek, Yasin, 2020. "Optimal site selection for solar photovoltaic (PV) power plants using GIS and AHP: A case study of Malatya Province, Turkey," Renewable Energy, Elsevier, vol. 149(C), pages 565-576.
    20. Lv, Yuexia & Si, Pengfei & Rong, Xiangyang & Yan, Jinyue & Feng, Ya & Zhu, Xiaohong, 2018. "Determination of optimum tilt angle and orientation for solar collectors based on effective solar heat collection," Applied Energy, Elsevier, vol. 219(C), pages 11-19.
    21. El-Maaroufi, Abdellah & Daoudi, Mohammed & Ahl Laamara, Rachid, 2024. "Techno-economic analysis of a PV/WT/biomass off-grid hybrid power system for rural electrification in northern Morocco using HOMER," Renewable Energy, Elsevier, vol. 231(C).
    22. Han Cao & Jun Qiu & Hui-Min Zuo & Fang-Fang Li, 2023. "A Long-Term Operational Scheme for Hybrid Hydro-Photovoltaic (PV) Systems that Considers the Uncertainties in Reservoir Inflow and Solar Radiation Based on Scenario Trees," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(14), pages 5379-5398, November.
    23. Xunxin Zhao & Yan Ren & Yongbing Sha & Linlin Zhang & Shangchen Hou & Fengming Xiao & Feiming Chen & Shudong Chen & Kuidong He & Lijun Luo & Xiaofeng Jiang & Juan C. Jauregui-Correa, 2022. "Research on the Impact of Hydro-PV Complementary System Operation on Power Grid Based on New Energy Consumption," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-11, April.
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