IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v265y2023ics0360544222030316.html
   My bibliography  Save this article

Day-ahead dispatch approach for cascaded hydropower-photovoltaic complementary system based on two-stage robust optimization

Author

Listed:
  • Wang, Zizhao
  • Wu, Feng
  • Li, Yang
  • Li, Jingyan
  • Liu, Ying
  • Liu, Wenge

Abstract

Cascade hydropower (CHP) is widely used to increase the integration of photovoltaic (PV) power in recent years. However, the randomness and variability of PV power output might cause power imbalances between generation plan and integrated power of complementary systems. It is crucial to provide robust day-ahead schemes to ensure sufficient adjustment capability of CHPs. In this paper, a day-ahead dispatch model is established for the CHP-PV complementary system to address the PV uncertainties based on the two-stage robust optimization approach. The uncertain PV power output is described by an ambiguity set without accurate probabilistic information. Two different stages in the dispatch model are integrated into a holistic optimization problem. In the first stage, the day-ahead startup/shutdown and operation zone schemes for CHP are determined. In the second stage, the re-dispatch problem is performed to compensate for PV power fluctuations and minimize water consumption. The nested column-and-constraint generation (NC&CG) algorithm is employed as the exact solution methodology. Simulation studies based on a system in southwest China are conducted to validate the effectiveness of the proposed dispatch model and the solution algorithm. The numerical results show that the robust solution can accommodate various scenarios of PV power output and the power imbalance can always be reduced.

Suggested Citation

  • Wang, Zizhao & Wu, Feng & Li, Yang & Li, Jingyan & Liu, Ying & Liu, Wenge, 2023. "Day-ahead dispatch approach for cascaded hydropower-photovoltaic complementary system based on two-stage robust optimization," Energy, Elsevier, vol. 265(C).
    • Handle: RePEc:eee:energy:v:265:y:2023:i:c:s0360544222030316
    DOI: 10.1016/j.energy.2022.126145
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544222030316
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2022.126145?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. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shi, Yunhong & Wang, Honglei & Li, Chengjiang & Negnevitsky, Michael & Wang, Xiaolin, 2024. "Stochastic optimization of system configurations and operation of hybrid cascade hydro-wind-photovoltaic with battery for uncertain medium- and long-term load growth," Applied Energy, Elsevier, vol. 364(C).
    2. Xu, Xun & Shao, Zhenguo & Chen, Feixiong & Cheng, Guoyang, 2024. "Multi-game optimization operation strategy for integrated energy system considering spatiotemporal correlation of renewable energy," Energy, Elsevier, vol. 303(C).
    3. Yang Li & Outing Li & Feng Wu & Shiyi Ma & Linjun Shi & Feilong Hong, 2023. "Multi-Objective Capacity Optimization of Grid-Connected Wind–Pumped Hydro Storage Hybrid Systems Considering Variable-Speed Operation," Energies, MDPI, vol. 16(24), pages 1-17, December.
    4. Cheng, Qian & Liu, Pan & Xia, Qian & Cheng, Lei & Ming, Bo & Zhang, Wei & Xu, Weifeng & Zheng, Yalian & Han, Dongyang & Xia, Jun, 2023. "An analytical method to evaluate curtailment of hydro–photovoltaic hybrid energy systems and its implication under climate change," Energy, Elsevier, vol. 278(C).
    5. Tan, Mao & Li, Zibin & Su, Yongxin & Ren, Yuling & Wang, Ling & Wang, Rui, 2024. "Dual time-scale robust optimization for energy management of distributed energy community considering source-load uncertainty," Renewable Energy, Elsevier, vol. 226(C).
    6. Han, Shuo & Yuan, Yifan & He, Mengjiao & Zhao, Ziwen & Xu, Beibei & Chen, Diyi & Jurasz, Jakub, 2024. "A novel day-ahead scheduling model to unlock hydropower flexibility limited by vibration zones in hydropower-variable renewable energy hybrid system," Applied Energy, Elsevier, vol. 356(C).
    7. Lu, Na & Wang, Guangyan & Su, Chengguo & Ren, Zaimin & Peng, Xiaoyue & Sui, Quan, 2024. "Medium- and long-term interval optimal scheduling of cascade hydropower-photovoltaic complementary systems considering multiple uncertainties," Applied Energy, Elsevier, vol. 353(PA).
    8. Zhang, Sen & Hu, Weihao & Cao, Xilin & Du, Jialin & Zhao, Yincheng & Bai, Chunguang & Liu, Wen & Tang, Ming & Zhan, Wei & Chen, Zhe, 2024. "A two-stage robust low-carbon operation strategy for interconnected distributed energy systems considering source-load uncertainty," Applied Energy, Elsevier, vol. 368(C).
    9. Qin, Peijia & Tan, Xianlin & Huang, Youbin & Pan, Mingming & Ouyang, Tiancheng, 2023. "Two-stage robust optimal scheduling framework applied for microgrids: Combined energy recovery and forecast," Renewable Energy, Elsevier, vol. 214(C), pages 290-306.

    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. Nguyen, Hai Tra & Safder, Usman & Nhu Nguyen, X.Q. & Yoo, ChangKyoo, 2020. "Multi-objective decision-making and optimal sizing of a hybrid renewable energy system to meet the dynamic energy demands of a wastewater treatment plant," Energy, Elsevier, vol. 191(C).
    2. Mark Howells & Brent Boehlert & Pablo César Benitez, 2021. "Potential Climate Change Risks to Meeting Zimbabwe’s NDC Goals and How to Become Resilient," Energies, MDPI, vol. 14(18), pages 1-26, September.
    3. Ramadan, Mohamad & Murr, Rabih & Khaled, Mahmoud & Olabi, Abdul Ghani, 2018. "Mixed numerical - Experimental approach to enhance the heat pump performance by drain water heat recovery," Energy, Elsevier, vol. 149(C), pages 1010-1021.
    4. Loris Di Natale & Luca Funk & Martin Rüdisüli & Bratislav Svetozarevic & Giacomo Pareschi & Philipp Heer & Giovanni Sansavini, 2021. "The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland," Energies, MDPI, vol. 14(16), pages 1-24, August.
    5. Newbery, David, 2021. "National Energy and Climate Plans for the island of Ireland: wind curtailment, interconnectors and storage," Energy Policy, Elsevier, vol. 158(C).
    6. Müller, Jonas & Trutnevyte, Evelina, 2020. "Spatial projections of solar PV installations at subnational level: Accuracy testing of regression models," Applied Energy, Elsevier, vol. 265(C).
    7. Bartlett, Stuart & Dujardin, Jérôme & Kahl, Annelen & Kruyt, Bert & Manso, Pedro & Lehning, Michael, 2018. "Charting the course: A possible route to a fully renewable Swiss power system," Energy, Elsevier, vol. 163(C), pages 942-955.
    8. Hou, Langbo & Tong, Xi & Chen, Heng & Fan, Lanxin & Liu, Tao & Liu, Wenyi & Liu, Tong, 2024. "Optimized scheduling of smart community energy systems considering demand response and shared energy storage," Energy, Elsevier, vol. 295(C).
    9. 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.
    10. Eser, P. & Chokani, N. & Abhari, R., 2018. "Trade-offs between integration and isolation in Switzerland's energy policy," Energy, Elsevier, vol. 150(C), pages 19-27.
    11. Gyanwali, Khem & Komiyama, Ryoichi & Fujii, Yasumasa, 2020. "Representing hydropower in the dynamic power sector model and assessing clean energy deployment in the power generation mix of Nepal," Energy, Elsevier, vol. 202(C).
    12. Bui, Van Ga & Tu Bui, Thi Minh & Ong, Hwai Chyuan & Nižetić, Sandro & Bui, Van Hung & Xuan Nguyen, Thi Thanh & Atabani, A.E. & Štěpanec, Libor & Phu Pham, Le Hoang & Hoang, Anh Tuan, 2022. "Optimizing operation parameters of a spark-ignition engine fueled with biogas-hydrogen blend integrated into biomass-solar hybrid renewable energy system," Energy, Elsevier, vol. 252(C).
    13. 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).
    14. Copp, David A. & Nguyen, Tu A. & Byrne, Raymond H. & Chalamala, Babu R., 2022. "Optimal sizing of distributed energy resources for planning 100% renewable electric power systems," Energy, Elsevier, vol. 239(PE).
    15. Krystyna Kurowska & Hubert Kryszk & Stanisław Bielski, 2022. "Location and Technical Requirements for Photovoltaic Power Stations in Poland," Energies, MDPI, vol. 15(7), pages 1-16, April.
    16. Stefano Bracco, 2020. "A Study for the Optimal Exploitation of Solar, Wind and Hydro Resources and Electrical Storage Systems in the Bormida Valley in the North of Italy," Energies, MDPI, vol. 13(20), pages 1-26, October.
    17. Walch, Alina & Rüdisüli, Martin, 2023. "Strategic PV expansion and its impact on regional electricity self-sufficiency: Case study of Switzerland," Applied Energy, Elsevier, vol. 346(C).
    18. Graabak, I. & Korpås, M. & Jaehnert, S. & Belsnes, M., 2019. "Balancing future variable wind and solar power production in Central-West Europe with Norwegian hydropower," Energy, Elsevier, vol. 168(C), pages 870-882.
    19. Xu, Xiao & Hu, Weihao & Cao, Di & Huang, Qi & Chen, Cong & Chen, Zhe, 2020. "Optimized sizing of a standalone PV-wind-hydropower station with pumped-storage installation hybrid energy system," Renewable Energy, Elsevier, vol. 147(P1), pages 1418-1431.
    20. Zhang, Yusheng & Zhao, Xuehua & Wang, Xin & Li, Aiyun & Wu, Xinhao, 2023. "Multi-objective optimization design of a grid-connected hybrid hydro-photovoltaic system considering power transmission capacity," Energy, Elsevier, vol. 284(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:energy:v:265:y:2023:i:c:s0360544222030316. 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/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.