IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v237y2024ipds0960148124019542.html
   My bibliography  Save this article

Collaborative water-electricity operation optimization of a photovoltaic/pumped storage-based aquaculture energy system considering water evaporation effects

Author

Listed:
  • Liu, Yi
  • Xu, Xiao
  • Xu, Lixiong
  • Liu, Youbo
  • Yang, Nan
  • Jawad, Shafqat
  • Luo, Yichen
  • Liu, Junyong
  • Hu, Weihao

Abstract

The increasing global population, economic development, and urbanization trends have led to a heightened demand for seafood, presenting a significant challenge to the growth trajectory of the food industry. As the most rapidly expanding segment within the food industry, aquaculture presents a sustainable solution to mitigate the overexploitation of marine resources and address the growing demand for food. Aquaculture's sufficient aquatic expanses offer considerable potential for PV deployment, thereby relieving the demand for limited land resources. However, existing research rarely addresses the collaborative operation of water and electricity in aquaculture systems. The effects of water evaporation from PV panel-covered water surfaces on the collaborative water-electricity operation are generally neglected. Hence, this work proposes a collaborative water-electricity operation of a photovoltaic (PV)-pumped storage-based aquaculture energy system considering the water evaporation effects. This optimization method accounts for the reduced water evaporation due to PV panel shading. Water surface PV and pumped storage are integrated into the system to fulfill electricity needs, with pumped storage serving as a dual-purpose device for water and electricity supply. Environmentally sustainable water-electricity generation and aquaculture energy system requirements are established. Water surface PV electricity generation is modeled based on climate and engineering conditions, while aquaculture pond electricity requirement includes oxygenation, feeding, and water replenishment. Finally, a collaborative water-electricity operation model is introduced to optimize operation strategies for various devices. A case study on a fish-light complementation project demonstrates that this optimization method can reduce reliance on the utility grid and overall system operational costs.

Suggested Citation

  • Liu, Yi & Xu, Xiao & Xu, Lixiong & Liu, Youbo & Yang, Nan & Jawad, Shafqat & Luo, Yichen & Liu, Junyong & Hu, Weihao, 2024. "Collaborative water-electricity operation optimization of a photovoltaic/pumped storage-based aquaculture energy system considering water evaporation effects," Renewable Energy, Elsevier, vol. 237(PD).
    • Handle: RePEc:eee:renene:v:237:y:2024:i:pd:s0960148124019542
    DOI: 10.1016/j.renene.2024.121886
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124019542
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2024.121886?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yue, Chunyang & Xu, Puyan & Yao, Wanxiang & Cao, Weixue & Wang, Yan & Li, Xianli & Kong, Xiangru, 2024. "New models of solar photovoltaic power generation efficiency based on spectrally responsive bands," Applied Energy, Elsevier, vol. 375(C).
    2. Capellán-Pérez, Iñigo & de Castro, Carlos & Arto, Iñaki, 2017. "Assessing vulnerabilities and limits in the transition to renewable energies: Land requirements under 100% solar energy scenarios," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 760-782.
    3. Nguyen, Nhut Tien & Matsuhashi, Ryuji & Vo, Tran Thi Bich Chau, 2021. "A design on sustainable hybrid energy systems by multi-objective optimization for aquaculture industry," Renewable Energy, Elsevier, vol. 163(C), pages 1878-1894.
    4. Cai, Qiran & Qing, Jing & Xu, Qingyang & Shi, Gang & Liang, Qiao-Mei, 2024. "Techno-economic impact of electricity price mechanism and demand response on residential rooftop photovoltaic integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    5. Ma, Siyuan & Mi, Yang & Shi, Shuai & Li, Dongdong & Xing, Haijun & Wang, Peng, 2024. "Low-carbon economic operation of energy hub integrated with linearization model and nodal energy-carbon price," Energy, Elsevier, vol. 294(C).
    6. Dong, Zeyuan & Zhang, Zhao & Huang, Minghui & Yang, Shaorong & Zhu, Jun & Zhang, Meng & Chen, Dongjiu, 2024. "Research on day-ahead optimal dispatching of virtual power plants considering the coordinated operation of diverse flexible loads and new energy," Energy, Elsevier, vol. 297(C).
    7. Abdulnasser, Ghada & Ali, Abdelfatah & Shaaban, Mostafa F. & Mohamed, Essam E.M., 2024. "Optimal resource allocation and operation for smart energy hubs considering hydrogen storage systems and electric vehicles," Energy, Elsevier, vol. 295(C).
    8. Liu, Zhijian & Fan, Guangyao & Meng, Xiangrui & Hu, Yubin & Wu, Di & Jin, Guangya & Li, Guiqiang, 2024. "Multi-time scale operation optimization for a near-zero energy community energy system combined with electricity-heat-hydrogen storage," Energy, Elsevier, vol. 291(C).
    9. Ji, Qianfeng & Li, Kefeng & Wang, Yuanming & Feng, Jingjie & Li, Ran & Liang, Ruifeng, 2022. "Effect of floating photovoltaic system on water temperature of deep reservoir and assessment of its potential benefits, a case on Xiangjiaba Reservoir with hydropower station," Renewable Energy, Elsevier, vol. 195(C), pages 946-956.
    10. Zhang, M.Y. & Chen, J.J. & Yang, Z.J. & Peng, K. & Zhao, Y.L. & Zhang, X.H., 2021. "Stochastic day-ahead scheduling of irrigation system integrated agricultural microgrid with pumped storage and uncertain wind power," Energy, Elsevier, vol. 237(C).
    11. Fernando Roberto dos Santos & Giovana Katie Wiecheteck & Jorim Sousa das Virgens Filho & Gabriel Alfredo Carranza & Terrence Lynn Chambers & Afef Fekih, 2022. "Effects of a Floating Photovoltaic System on the Water Evaporation Rate in the Passaúna Reservoir, Brazil," Energies, MDPI, vol. 15(17), pages 1-16, August.
    12. Claus, R. & López, M., 2022. "Key issues in the design of floating photovoltaic structures for the marine environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    13. Zhang, Y.Q. & Chen, J.J. & Wang, Y.X. & Feng, L., 2024. "Enhancing resilience of agricultural microgrid through electricity–heat–water based multi-energy hub considering irradiation intensity uncertainty," Renewable Energy, Elsevier, vol. 220(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liu, Yi & Xu, Xiao & Liu, Youbo & Liu, Junyong & Hu, Weihao & Yang, Nan & Jawad, Shafqat & Wei, Zhaobin, 2024. "Operational optimization of a rural multi-energy system supported by a joint biomass-solid-waste-energy conversion system and supply chain," Energy, Elsevier, vol. 312(C).
    2. Ateş, Ali Murat, 2022. "Unlocking the floating photovoltaic potential of Türkiye's hydroelectric power plants," Renewable Energy, Elsevier, vol. 199(C), pages 1495-1509.
    3. Capellán-Pérez, Iñigo & Campos-Celador, Álvaro & Terés-Zubiaga, Jon, 2018. "Renewable Energy Cooperatives as an instrument towards the energy transition in Spain," Energy Policy, Elsevier, vol. 123(C), pages 215-229.
    4. Krexner, T. & Bauer, A. & Gronauer, A. & Mikovits, C. & Schmidt, J. & Kral, I., 2024. "Environmental life cycle assessment of a stilted and vertical bifacial crop-based agrivoltaic multi land-use system and comparison with a mono land-use of agricultural land," Renewable and Sustainable Energy Reviews, Elsevier, vol. 196(C).
    5. Vivar, M. & H, Sharon & Fuentes, M., 2024. "Photovoltaic system adoption in water related technologies – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    6. Carballo, R. & Fouz, D.M. & López, I. & Iglesias, G., 2024. "Hydrokinetic energy site selection under high seasonality: The i-IHE index," Renewable Energy, Elsevier, vol. 237(PC).
    7. Inna Čábelková & Wadim Strielkowski & Irina Firsova & Marina Korovushkina, 2020. "Public Acceptance of Renewable Energy Sources: a Case Study from the Czech Republic," Energies, MDPI, vol. 13(7), pages 1-15, April.
    8. Paletta, Quentin & Arbod, Guillaume & Lasenby, Joan, 2023. "Omnivision forecasting: Combining satellite and sky images for improved deterministic and probabilistic intra-hour solar energy predictions," Applied Energy, Elsevier, vol. 336(C).
    9. Jonasson, Erik & Fjellstedt, Christoffer & Temiz, Irina, 2024. "Grid impact of co-located offshore renewable energy sources," Renewable Energy, Elsevier, vol. 230(C).
    10. Jåstad, Eirik Ogner & Bolkesjø, Torjus Folsland, 2023. "Modelling emission and land-use impacts of altered bioenergy use in the future energy system," Energy, Elsevier, vol. 265(C).
    11. Arnas Majumder & Amit Kumar & Roberto Innamorati & Costantino Carlo Mastino & Giancarlo Cappellini & Roberto Baccoli & Gianluca Gatto, 2023. "Cooling Methods for Standard and Floating PV Panels," Energies, MDPI, vol. 16(24), pages 1-28, December.
    12. Alexander E. Cagle & Alona Armstrong & Giles Exley & Steven M. Grodsky & Jordan Macknick & John Sherwin & Rebecca R. Hernandez, 2020. "The Land Sparing, Water Surface Use Efficiency, and Water Surface Transformation of Floating Photovoltaic Solar Energy Installations," Sustainability, MDPI, vol. 12(19), pages 1-22, October.
    13. Zhang, Y.Q. & Chen, J.J. & Wang, Y.X. & Feng, L., 2024. "Enhancing resilience of agricultural microgrid through electricity–heat–water based multi-energy hub considering irradiation intensity uncertainty," Renewable Energy, Elsevier, vol. 220(C).
    14. Coilín ÓhAiseadha & Gerré Quinn & Ronan Connolly & Michael Connolly & Willie Soon, 2020. "Energy and Climate Policy—An Evaluation of Global Climate Change Expenditure 2011–2018," Energies, MDPI, vol. 13(18), pages 1-49, September.
    15. Bouchra El Houda Lamhamedi & Walter Timo de Vries, 2022. "An Exploration of the Land–(Renewable) Energy Nexus," Land, MDPI, vol. 11(6), pages 1-17, May.
    16. Santiago, Isabel & Palacios-Garcia, Emilio J. & Gonzalez-Redondo, Miguel & Arenas-Ramos, Victoria & Simon, Bernardo & Hayes, Barry P. & Moreno-Munoz, Antonio, 2024. "Assessment of generation capacity and economic viability of photovoltaic systems on urban buildings in southern Spain: A socioeconomic, technological, and regulatory analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
    17. Farajiamiri, Mina & Meyer, Jörn-Christian & Walther, Grit, 2023. "Multi-objective optimization of renewable fuel supply chains regarding cost, land use, and water use," Applied Energy, Elsevier, vol. 349(C).
    18. Carlos de Castro & Iñigo Capellán-Pérez, 2020. "Standard, Point of Use, and Extended Energy Return on Energy Invested (EROI) from Comprehensive Material Requirements of Present Global Wind, Solar, and Hydro Power Technologies," Energies, MDPI, vol. 13(12), pages 1-43, June.
    19. Zhang, Peng & Li, Kefeng & Liu, Qingyuan & Zou, Qingping & Liang, Ruifeng & Qin, Leilei & Wang, Yuanming, 2024. "Thermal stratification characteristics and cooling water shortage risks for pumped storage reservoir–green data centers under extreme climates," Renewable Energy, Elsevier, vol. 229(C).
    20. Chen, Yuzhu & Guo, Weimin & Lund, Peter D. & Du, Na & Yang, Kun & wang, Jun, 2024. "Configuration optimization of a wind-solar based net-zero emission tri-generation energy system considering renewable power and carbon trading mechanisms," Renewable Energy, Elsevier, vol. 232(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:237:y:2024:i:pd:s0960148124019542. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.