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Design and operation optimization of city-level off-grid hydro–photovoltaic complementary system

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  • Zhang, Bo
  • Qiu, Rui
  • Liao, Qi
  • Liang, Yongtu
  • Ji, Haoran
  • Jing, Rui

Abstract

Increasing attentions have been paid on the design and operation optimization of hydro-photovoltaic complementary systems due to the inherent uncertainty associated withthe solar energy. However, studies mainly focused on the household or community integrated power system while the city-level off-grid systems remained less explored. That was because both the large scale of the studied area and the complex factors associated with the city attached difficulties to the problems. This paper proposed an off-grid PV-hydro hybrid optimization model for the cities which were located nearby sufficient water resources based on Geographic Information System. The proposed model can guarantee the electricity demand with less economic cost and less storage facilities by taking full advantage of water resources. Firstly, the optimization-based economic analysis considering PV capital cost and hydroelectricity price was proposed to determine whether to install PV panels and the optimal size if install. Then, we set six scenarios to identify the relationship between the electricity consumption structure and the optimal PV scale due to the structure transformation according to the current energy policies. Finally, the detailed optimal power generation plan in typically weather conditions during operation period was analyzed. Results indicated that: (1) The city level off-grid PV-hydro complementary system was feasible according to the studied case. (2) The critical PV panel capital cost was 920 $/kW when the hydroelectricity price was 5¢/kW·h, and there was a linear relationship between these two parameters. (3) Optimal PV size was influenced by electricity consumption structure and peak month type, and the current structure transformation policy was beneficial for the PV-hydro systems. (4) The power generation plan varied a lot in different weather conditions and the detailed operation plan could be obtained in this paper.

Suggested Citation

  • Zhang, Bo & Qiu, Rui & Liao, Qi & Liang, Yongtu & Ji, Haoran & Jing, Rui, 2022. "Design and operation optimization of city-level off-grid hydro–photovoltaic complementary system," Applied Energy, Elsevier, vol. 306(PB).
    • Handle: RePEc:eee:appene:v:306:y:2022:i:pb:s0306261921013027
    DOI: 10.1016/j.apenergy.2021.118000
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    as
    1. Jurasz, Jakub & Ciapała, Bartłomiej, 2017. "Integrating photovoltaics into energy systems by using a run-off-river power plant with pondage to smooth energy exchange with the power gird," Applied Energy, Elsevier, vol. 198(C), pages 21-35.
    2. Zhang, Yuhu & Ren, Jing & Pu, Yanru & Wang, Peng, 2020. "Solar energy potential assessment: A framework to integrate geographic, technological, and economic indices for a potential analysis," Renewable Energy, Elsevier, vol. 149(C), pages 577-586.
    3. Kenfack, Joseph & Neirac, François Pascal & Tatietse, Thomas Tamo & Mayer, Didier & Fogue, Médard & Lejeune, André, 2009. "Microhydro-PV-hybrid system: Sizing a small hydro-PV-hybrid system for rural electrification in developing countries," Renewable Energy, Elsevier, vol. 34(10), pages 2259-2263.
    4. Maleki, Akbar & Ameri, Mehran & Keynia, Farshid, 2015. "Scrutiny of multifarious particle swarm optimization for finding the optimal size of a PV/wind/battery hybrid system," Renewable Energy, Elsevier, vol. 80(C), pages 552-563.
    5. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization," Applied Energy, Elsevier, vol. 137(C), pages 649-659.
    6. Wang, Fengjuan & Xie, Yachen & Xu, Jiuping, 2019. "Reliable-economical equilibrium based short-term scheduling towards hybrid hydro-photovoltaic generation systems: Case study from China," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    7. Li, Peiran & Zhang, Haoran & Wang, Xin & Song, Xuan & Shibasaki, Ryosuke, 2020. "A spatial finer electric load estimation method based on night-light satellite image," Energy, Elsevier, vol. 209(C).
    8. Mahmoudimehr, Javad & Shabani, Masoume, 2018. "Optimal design of hybrid photovoltaic-hydroelectric standalone energy system for north and south of Iran," Renewable Energy, Elsevier, vol. 115(C), pages 238-251.
    9. Zhao, Wei & Zhang, Haoran & Zheng, Jianqin & Dai, Yuanhao & Huang, Liqiao & Shang, Wenlong & Liang, Yongtu, 2021. "A point prediction method based automatic machine learning for day-ahead power output of multi-region photovoltaic plants," Energy, Elsevier, vol. 223(C).
    10. Yang, Qing & Huang, Tianyue & Wang, Saige & Li, Jiashuo & Dai, Shaoqing & Wright, Sebastian & Wang, Yuxuan & Peng, Huaiwu, 2019. "A GIS-based high spatial resolution assessment of large-scale PV generation potential in China," Applied Energy, Elsevier, vol. 247(C), pages 254-269.
    11. 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.
    12. Makhdoomi, Sina & Askarzadeh, Alireza, 2020. "Daily performance optimization of a grid-connected hybrid system composed of photovoltaic and pumped hydro storage (PV/PHS)," Renewable Energy, Elsevier, vol. 159(C), pages 272-285.
    13. Li, He & Liu, Pan & Guo, Shenglian & Ming, Bo & Cheng, Lei & Yang, Zhikai, 2019. "Long-term complementary operation of a large-scale hydro-photovoltaic hybrid power plant using explicit stochastic optimization," Applied Energy, Elsevier, vol. 238(C), pages 863-875.
    14. Qiu, Rui & Liao, Qi & Yan, Jie & Yan, Yamin & Guo, Zhichao & Liang, Yongtu & Zhang, Haoran, 2021. "The coupling impact of subsystem interconnection and demand response on the distributed energy systems: A case study of the composite community in China," Energy, Elsevier, vol. 228(C).
    15. Aly, Ahmed & Jensen, Steen Solvang & Pedersen, Anders Branth, 2017. "Solar power potential of Tanzania: Identifying CSP and PV hot spots through a GIS multicriteria decision making analysis," Renewable Energy, Elsevier, vol. 113(C), pages 159-175.
    16. Mousavi, Navid & Kothapalli, Ganesh & Habibi, Daryoush & Das, Choton K. & Baniasadi, Ali, 2020. "A novel photovoltaic-pumped hydro storage microgrid applicable to rural areas," Applied Energy, Elsevier, vol. 262(C).
    17. Dawson, Lucas & Schlyter, Peter, 2012. "Less is more: Strategic scale site suitability for concentrated solar thermal power in Western Australia," Energy Policy, Elsevier, vol. 47(C), pages 91-101.
    18. Dujardin, Jérôme & Kahl, Annelen & Kruyt, Bert & Bartlett, Stuart & Lehning, Michael, 2017. "Interplay between photovoltaic, wind energy and storage hydropower in a fully renewable Switzerland," Energy, Elsevier, vol. 135(C), pages 513-525.
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    Cited by:

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    4. Yadav, Subhash & Kumar, Pradeep & Kumar, Ashwani, 2024. "Techno-economic assessment of hybrid renewable energy system with multi energy storage system using HOMER," Energy, Elsevier, vol. 297(C).
    5. Zhang, Shufan & Zhou, Nan & Feng, Wei & Ma, Minda & Xiang, Xiwang & You, Kairui, 2023. "Pathway for decarbonizing residential building operations in the US and China beyond the mid-century," Applied Energy, Elsevier, vol. 342(C).

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