IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v329y2025ics0360544225023291.html

Short-term scheduling of a hybrid pumped storage-photovoltaic power complementary system considering market-oriented electricity prices

Author

Listed:
  • Tan, Qiaofeng
  • Qiao, Liang
  • Wen, Xin
  • Wang, Zhenni

Abstract

Hybrid pumped-storage systems offer critical grid flexibility for renewable integration, yet their profitability under electricity market uncertainties remains insufficiently explored. We propose an integrated decision-analytic framework addressing three key limitations in current research: (1) lack of data integration methods for immature electricity markets, resolved through spectral correlation analysis of multi-source price signals; (2) unidirectional risk assessment approaches ignoring two different states of hybrid pumped-storage stations, overcome by bidirectional CVaR modeling; (3) computational intractability in high-dimensional hydraulic-market optimization, addressed via an enhanced successive approximation dynamic programming algorithm. Applied to a study case in China, our analysis reveals: (1) adding a pumping station to the system provides the operator with more market leverage, magnifying both the system's revenue and its fluctuation; (2) beyond its arbitrage function, the pumping station enhances the flexibility of hydropower and reduces curtailment, although minor curtailment can push the station into an inefficient operating zone; and (3) as operators become more risk-averse, they adopt more conservative strategies, which reduces overall revenue but improves revenue stability.

Suggested Citation

  • Tan, Qiaofeng & Qiao, Liang & Wen, Xin & Wang, Zhenni, 2025. "Short-term scheduling of a hybrid pumped storage-photovoltaic power complementary system considering market-oriented electricity prices," Energy, Elsevier, vol. 329(C).
  • Handle: RePEc:eee:energy:v:329:y:2025:i:c:s0360544225023291
    DOI: 10.1016/j.energy.2025.136687
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544225023291
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2025.136687?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Flores, Francisco & Feijoo, Felipe & DeStephano, Paelina & Herc, Luka & Pfeifer, Antun & Duić, Neven, 2024. "Assessment of the impacts of renewable energy variability in long-term decarbonization strategies," Applied Energy, Elsevier, vol. 368(C).
    2. Shen, Jian-jian & Cheng, Chun-tian & Jia, Ze-bin & Zhang, Yang & Lv, Quan & Cai, Hua-xiang & Wang, Bang-can & Xie, Meng-fei, 2022. "Impacts, challenges and suggestions of the electricity market for hydro-dominated power systems in China," Renewable Energy, Elsevier, vol. 187(C), pages 743-759.
    3. Bistline, John & Blanford, Geoffrey & Mai, Trieu & Merrick, James, 2021. "Modeling variable renewable energy and storage in the power sector," Energy Policy, Elsevier, vol. 156(C).
    4. Zhang, Juntao & Cheng, Chuntian & Yu, Shen & Shen, Jianjian & Wu, Xinyu & Su, Huaying, 2022. "Preliminary feasibility analysis for remaking the function of cascade hydropower stations to enhance hydropower flexibility: A case study in China," Energy, Elsevier, vol. 260(C).
    5. K. Deergha Rao & M.N.S. Swamy, 2018. "Spectral Analysis of Signals," Springer Books, in: Digital Signal Processing, chapter 0, pages 721-751, Springer.
    6. Maryam Arbabzadeh & Ramteen Sioshansi & Jeremiah X. Johnson & Gregory A. Keoleian, 2019. "Author Correction: The role of energy storage in deep decarbonization of electricity production," Nature Communications, Nature, vol. 10(1), pages 1-1, December.
    7. Lin, Boqiang & Huang, Chenchen, 2023. "Promoting variable renewable energy integration: The moderating effect of digitalization," Applied Energy, Elsevier, vol. 337(C).
    8. Hunt, Julian David & Freitas, Marcos Aurélio Vasconcelos & Pereira Junior, Amaro Olímipio, 2014. "Enhanced-Pumped-Storage: Combining pumped-storage in a yearly storage cycle with dams in cascade in Brazil," Energy, Elsevier, vol. 78(C), pages 513-523.
    9. Maryam Arbabzadeh & Ramteen Sioshansi & Jeremiah X. Johnson & Gregory A. Keoleian, 2019. "The role of energy storage in deep decarbonization of electricity production," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    10. Yang Yu & Jianxiao Wang & Qixin Chen & Johannes Urpelainen & Qingguo Ding & Shuo Liu & Bing Zhang, 2023. "Decarbonization efforts hindered by China’s slow progress on electricity market reforms," Nature Sustainability, Nature, vol. 6(8), pages 1006-1015, August.
    11. Kabir, Elnaz & Srikrishnan, Vivek & Liu, M. Vivienne & Steinschneider, Scott & Anderson, C. Lindsay, 2024. "Quantifying the impact of multi-scale climate variability on electricity prices in a renewable-dominated power grid," Renewable Energy, Elsevier, vol. 223(C).
    12. Hassani, Hossein & Heravi, Saeed & Zhigljavsky, Anatoly, 2009. "Forecasting European industrial production with singular spectrum analysis," International Journal of Forecasting, Elsevier, vol. 25(1), pages 103-118.
    13. Khaloie, Hooman & Abdollahi, Amir & Shafie-khah, Miadreza & Anvari-Moghaddam, Amjad & Nojavan, Sayyad & Siano, Pierluigi & Catalão, João P.S., 2020. "Coordinated wind-thermal-energy storage offering strategy in energy and spinning reserve markets using a multi-stage model," Applied Energy, Elsevier, vol. 259(C).
    14. Julian D. Hunt & Edward Byers & Yoshihide Wada & Simon Parkinson & David E. H. J. Gernaat & Simon Langan & Detlef P. Vuuren & Keywan Riahi, 2020. "Global resource potential of seasonal pumped hydropower storage for energy and water storage," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    15. Kun Li & Joseph D. Cursio & Yunchuan Sun & Zizheng Zhu, 2019. "Determinants of price fluctuations in the electricity market: a study with PCA and NARDL models," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 2404-2421, January.
    16. Vereide, Kaspar & Pitorac, Livia & Zeringue, Rachel & Kollandsrud, Arne, 2024. "The boosterpump concept for reconstruction of hydropower plants to pumped storage plants," Renewable Energy, Elsevier, vol. 229(C).
    17. Christensen, T.M. & Hurn, A.S. & Lindsay, K.A., 2012. "Forecasting spikes in electricity prices," International Journal of Forecasting, Elsevier, vol. 28(2), pages 400-411.
    18. Ak, Mümtaz & Kentel, Elcin & Savasaneril, Secil, 2019. "Quantifying the revenue gain of operating a cascade hydropower plant system as a pumped-storage hydropower system," Renewable Energy, Elsevier, vol. 139(C), pages 739-752.
    19. Hemmati, Reza & Saboori, Hedayat & Saboori, Saeid, 2016. "Stochastic risk-averse coordinated scheduling of grid integrated energy storage units in transmission constrained wind-thermal systems within a conditional value-at-risk framework," Energy, Elsevier, vol. 113(C), pages 762-775.
    20. Khaloie, Hooman & Anvari-Moghaddam, Amjad & Contreras, Javier & Siano, Pierluigi, 2021. "Risk-involved optimal operating strategy of a hybrid power generation company: A mixed interval-CVaR model," Energy, Elsevier, vol. 232(C).
    21. Michaja Pehl & Anders Arvesen & Florian Humpenöder & Alexander Popp & Edgar G. Hertwich & Gunnar Luderer, 2017. "Understanding future emissions from low-carbon power systems by integration of life-cycle assessment and integrated energy modelling," Nature Energy, Nature, vol. 2(12), pages 939-945, December.
    22. repec:qut:auncer:2012_5 is not listed on IDEAS
    23. 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).
    24. Jianxiao Wang & Liudong Chen & Zhenfei Tan & Ershun Du & Nian Liu & Jing Ma & Mingyang Sun & Canbing Li & Jie Song & Xi Lu & Chin-Woo Tan & Guannan He, 2023. "Inherent spatiotemporal uncertainty of renewable power in China," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    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. Lu, Yike & Guo, Aijun & Chang, Jianxia & Wang, Yimin & Wang, Xuebin & Niu, Chen & Zhang, Shikai & Xie, Zhengyi & Wang, Jiayang, 2025. "Enhancing the economic benefits of cascade hydropower stations through integrated utilization of electricity and capacity benefits," Energy, Elsevier, vol. 340(C).
    2. Xie, Zhengyi & Wang, Yimin & Chang, Jianxia & Guo, Aijun & Huo, Chao & Dong, Xuetao & Wang, Zhen & Niu, Chen & Zheng, Yongheng, 2025. "Operation modes of multi-operator hybrid pumped storage hydropower system with bidirectional hydraulic coupling," Energy, Elsevier, vol. 340(C).

    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. Zhang, Pengfei & Ma, Chao & Lian, Jijian & Li, Peiyao & Liu, Lu, 2024. "Medium- and long-term operation optimization of the LCHES-WP hybrid power system considering the settlement rules of the electricity trading market," Applied Energy, Elsevier, vol. 359(C).
    2. Wang, Zhenni & Tan, Qiaofeng & Wen, Xin & Su, Huaying & Fang, Guohua & Wang, Hao, 2026. "Cascade hydropower retrofitting for pumped storage in high-penetration renewable energy systems: Techno-economic perspectives," Renewable Energy, Elsevier, vol. 262(C).
    3. Ju, Chang & Ding, Tao & Jia, Wenhao & Mu, Chenggang & Zhang, Hongji & Sun, Yuge, 2023. "Two-stage robust unit commitment with the cascade hydropower stations retrofitted with pump stations," Applied Energy, Elsevier, vol. 334(C).
    4. Zhou, Yanlai & Ning, Zhihao & Huang, Kangkang & Guo, Shenglian & Xu, Chong-Yu & Chang, Fi-John, 2025. "Sustainable energy integration: Enhancing the complementary operation of pumped-storage power and hydropower systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
    5. Dan Tong & David J. Farnham & Lei Duan & Qiang Zhang & Nathan S. Lewis & Ken Caldeira & Steven J. Davis, 2021. "Geophysical constraints on the reliability of solar and wind power worldwide," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    6. 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).
    7. Sánchez-Pérez, P.A. & Staadecker, Martin & Szinai, Julia & Kurtz, Sarah & Hidalgo-Gonzalez, Patricia, 2022. "Effect of modeled time horizon on quantifying the need for long-duration storage," Applied Energy, Elsevier, vol. 317(C).
    8. Xinyi Wei & Arthur Waeber & Shivom Sharma & Hangyu Yu & Jan Van herle & François Maréchal, 2026. "Scalable modular design of solid oxide fuel cell systems for enhanced large-scale power generation," Nature Communications, Nature, vol. 17(1), pages 1-20, December.
    9. Lin, Mengke & Shen, Jianjian & Guo, Xihai & Ge, Linsong & Lü, Quan, 2025. "Comparison of pumping station and electrochemical energy storage enhancement mode for hydro-wind-photovoltaic hybrid systems," Energy, Elsevier, vol. 315(C).
    10. Zhang, Liming & Zhan, Juan & Sun, Helin & Lu, Qin, 2025. "The impact of the government's new energy storage policy on carbon emission reduction of enterprises – Evidence from China," Applied Energy, Elsevier, vol. 399(C).
    11. Hunt, Julian David & Zakeri, Behnam & Lopes, Rafael & Barbosa, Paulo Sérgio Franco & Nascimento, Andreas & Castro, Nivalde José de & Brandão, Roberto & Schneider, Paulo Smith & Wada, Yoshihide, 2020. "Existing and new arrangements of pumped-hydro storage plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 129(C).
    12. Ma, Huan & Sun, Qinghan & Chen, Lei & Chen, Qun & Zhao, Tian & He, Kelun & Xu, Fei & Min, Yong & Wang, Shunjiang & Zhou, Guiping, 2023. "Cogeneration transition for energy system decarbonization: From basic to flexible and complementary multi-energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    13. Chen, Qi & Kuang, Zhonghong & Liu, Xiaohua & Zhang, Tao, 2022. "Energy storage to solve the diurnal, weekly, and seasonal mismatch and achieve zero-carbon electricity consumption in buildings," Applied Energy, Elsevier, vol. 312(C).
    14. Chao Chen & Shan Huang & Yue Yin & Zifan Tang & Qiang Shuai, 2025. "Enhancing Pumped Hydro Storage Regulation Through Adaptive Initial Reservoir Capacity in Multistage Stochastic Coordinated Planning," Energies, MDPI, vol. 18(11), pages 1-21, May.
    15. Li, Peiquan & Zhao, Ziwen & Li, Jianling & Liu, Zhengguang & Liu, Yong & Mahmud, Md Apel & Sun, Yong & Chen, Diyi, 2023. "Unlocking potential contribution of seasonal pumped storage to ensure the flexibility of power systems with high proportion of renewable energy sources," Renewable Energy, Elsevier, vol. 218(C).
    16. Hunt, Julian David & Nascimento, Andreas & Zakeri, Behnam & Barbosa, Paulo Sérgio Franco, 2022. "Hydrogen Deep Ocean Link: a global sustainable interconnected energy grid," Energy, Elsevier, vol. 249(C).
    17. Cheng, Xiaobin & Liu, Pengfei & Zhu, Lei, 2024. "The impact of electricity market reform on renewable energy production," Energy Policy, Elsevier, vol. 194(C).
    18. Gonocruz, Ruth Anne Tanlioco & Yoshida, Yoshikuni & Ozawa, Akito & Aguirre, Rodolfo A. & Maguindayao, Edward Joseph H., 2023. "Impacts of agrivoltaics in rural electrification and decarbonization in the Philippines," Applied Energy, Elsevier, vol. 350(C).
    19. Juran Noh & Hieu A. Doan & Heather Job & Lily A. Robertson & Lu Zhang & Rajeev S. Assary & Karl Mueller & Vijayakumar Murugesan & Yangang Liang, 2024. "An integrated high-throughput robotic platform and active learning approach for accelerated discovery of optimal electrolyte formulations," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    20. Schauf, Magnus & Schwenen, Sebastian, 2023. "System price dynamics for battery storage," Energy Policy, Elsevier, vol. 183(C).

    More about this item

    Keywords

    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:329:y:2025:i:c:s0360544225023291. 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.