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Short-term scheduling strategies for hydro-wind-solar-storage considering variable-speed unit of pumped storage

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  • Wang, Huan
  • Liao, Shengli
  • Cheng, Chuntian
  • Liu, Benxi
  • Fang, Zhou
  • Wu, Huijun

Abstract

A pumped storage hydropower plant (PSHP) effectively counteracts the inadequate regulation of traditional hydro-wind-solar complementary systems because of its unique bidirectional regulating capacity. However, the uncertainty of clean energy, the defects of traditional fixed-speed units, and the neglect of unit commitment pose considerable challenges to the efficient operation of PSHPs. To overcome these challenges, a short-term co-scheduling model for hydro-wind-solar-PSHP hybrid energy system (SHWSSCMM) considering the variable-speed unit (VSU) strategy and the principle of minimum number of units started for the PSHP is constructed. First, the objective of minimizing the number of units started is proposed, which, together with minimizing the peak-valley difference and maximizing the power generation revenue, forms the multi-objective of the SHWSSCMM while pursuing the peak shaving effect and preserving certain available units to respond to emergency grid requirements. Second, based on the VSU characteristics, the strategy of real-time adjusting the pumping power based on load fluctuations is formulated and mathematized into a constraint of the SHWSSCMM, significantly improving the flexibility of the PHSP. Finally, to capture the uncertainty of renewable energy, the combination of virtual plant strategy, Latin hypercube sampling and backward reduction algorithms are absorbed into the SHWSSCMM to generate deterministic scenarios conforming with historical characteristics as input factors. The practical case of the provincial power grid shows that SHWSSCMM can effectively reduce the large peak-valley difference in the day-ahead load, increase the load rate by an average of 11 % and scale back the number of units started by 3, guaranteeing the safe and stable operation of the transmission system operators (TSO).

Suggested Citation

  • Wang, Huan & Liao, Shengli & Cheng, Chuntian & Liu, Benxi & Fang, Zhou & Wu, Huijun, 2025. "Short-term scheduling strategies for hydro-wind-solar-storage considering variable-speed unit of pumped storage," Applied Energy, Elsevier, vol. 377(PA).
    • Handle: RePEc:eee:appene:v:377:y:2025:i:pa:s0306261924017197
    DOI: 10.1016/j.apenergy.2024.124336
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    1. Poncelet, Kris & Delarue, Erik & D’haeseleer, William, 2020. "Unit commitment constraints in long-term planning models: Relevance, pitfalls and the role of assumptions on flexibility," Applied Energy, Elsevier, vol. 258(C).
    2. Yan, Xingyu & Gao, Ciwei & Meng, Jing & Abbes, Dhaker, 2024. "An analytical target cascading method-based two-step distributed optimization strategy for energy sharing in a virtual power plant," Renewable Energy, Elsevier, vol. 222(C).
    3. Vasudevan, Krishnakumar R. & Ramachandaramurthy, Vigna K. & Venugopal, Gomathi & Ekanayake, J.B. & Tiong, S.K., 2021. "Variable speed pumped hydro storage: A review of converters, controls and energy management strategies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    4. 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.
    5. Javed, Muhammad Shahzad & Ma, Tao & Jurasz, Jakub & Amin, Muhammad Yasir, 2020. "Solar and wind power generation systems with pumped hydro storage: Review and future perspectives," Renewable Energy, Elsevier, vol. 148(C), pages 176-192.
    6. Jia, Heping & Liu, Dunnan & Li, Yanbin & Ding, Yi & Liu, Mingguang & Peng, Rui, 2020. "Reliability evaluation of power systems with multi-state warm standby and multi-state performance sharing mechanism," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    7. Chaudhary, Priyanka & Rizwan, M., 2018. "Energy management supporting high penetration of solar photovoltaic generation for smart grid using solar forecasts and pumped hydro storage system," Renewable Energy, Elsevier, vol. 118(C), pages 928-946.
    8. Todd Levin & John Bistline & Ramteen Sioshansi & Wesley J. Cole & Jonghwan Kwon & Scott P. Burger & George W. Crabtree & Jesse D. Jenkins & Rebecca O’Neil & Magnus Korpås & Sonja Wogrin & Benjamin F. , 2023. "Energy storage solutions to decarbonize electricity through enhanced capacity expansion modelling," Nature Energy, Nature, vol. 8(11), pages 1199-1208, November.
    9. Yacob Mulugetta & Youba Sokona & Philipp A. Trotter & Samuel Fankhauser & Jessica Omukuti & Lucas Somavilla Croxatto & Bjarne Steffen & Meron Tesfamichael & Edo Abraham & Jean-Paul Adam & Lawrence Agb, 2022. "Africa needs context-relevant evidence to shape its clean energy future," Nature Energy, Nature, vol. 7(11), pages 1015-1022, November.
    10. Dai, Xuemei & Li, Yaping & Zhang, Kaifeng & Feng, Wei, 2020. "A robust offering strategy for wind producers considering uncertainties of demand response and wind power," Applied Energy, Elsevier, vol. 279(C).
    11. Wentao Huang & Jinman Yu & Zhijun Yuan & Zhongwei He & Jun He & Minghui Deng, 2021. "An adaptive under-frequency optimal control strategy for power system combined pumped storage and under-frequency load shedding," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-30, December.
    12. Huang, Yifan & Yang, Weijia & Zhao, Zhigao & Han, Wenfu & Li, Yulan & Yang, Jiandong, 2023. "Dynamic modeling and favorable speed command of variable-speed pumped-storage unit during power regulation," Renewable Energy, Elsevier, vol. 206(C), pages 769-783.
    13. Steven Chu & Arun Majumdar, 2012. "Opportunities and challenges for a sustainable energy future," Nature, Nature, vol. 488(7411), pages 294-303, August.
    14. Hoffstaedt, J.P. & Truijen, D.P.K. & Fahlbeck, J. & Gans, L.H.A. & Qudaih, M. & Laguna, A.J. & De Kooning, J.D.M. & Stockman, K. & Nilsson, H. & Storli, P.-T. & Engel, B. & Marence, M. & Bricker, J.D., 2022. "Low-head pumped hydro storage: A review of applicable technologies for design, grid integration, control and modelling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    15. Nasir, Jehanzeb & Javed, Adeel & Ali, Majid & Ullah, Kafait & Kazmi, Syed Ali Abbas, 2022. "Capacity optimization of pumped storage hydropower and its impact on an integrated conventional hydropower plant operation," Applied Energy, Elsevier, vol. 323(C).
    16. Daneshvar, Mohammadreza & Mohammadi-Ivatloo, Behnam & Zare, Kazem & Asadi, Somayeh, 2020. "Two-stage stochastic programming model for optimal scheduling of the wind-thermal-hydropower-pumped storage system considering the flexibility assessment," Energy, Elsevier, vol. 193(C).
    17. Yuan, Wenlin & Xin, Wenpeng & Su, Chengguo & Cheng, Chuntian & Yan, Denghua & Wu, Zening, 2022. "Cross-regional integrated transmission of wind power and pumped-storage hydropower considering the peak shaving demands of multiple power grids," Renewable Energy, Elsevier, vol. 190(C), pages 1112-1126.
    18. Ming, Zeng & Kun, Zhang & Daoxin, Liu, 2013. "Overall review of pumped-hydro energy storage in China: Status quo, operation mechanism and policy barriers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 17(C), pages 35-43.
    19. Cheng, Chuntian & Su, Chengguo & Wang, Peilin & Shen, Jianjian & Lu, Jianyu & Wu, Xinyu, 2018. "An MILP-based model for short-term peak shaving operation of pumped-storage hydropower plants serving multiple power grids," Energy, Elsevier, vol. 163(C), pages 722-733.
    20. Javed, Muhammad Shahzad & Zhong, Dan & Ma, Tao & Song, Aotian & Ahmed, Salman, 2020. "Hybrid pumped hydro and battery storage for renewable energy based power supply system," Applied Energy, Elsevier, vol. 257(C).
    21. Lei, Kaixuan & Chang, Jianxia & Wang, Xuebin & Guo, Aijun & Wang, Yimin & Ren, Chengqing, 2023. "Peak shaving and short-term economic operation of hydro-wind-PV hybrid system considering the uncertainty of wind and PV power," Renewable Energy, Elsevier, vol. 215(C).
    22. Mahfoud, Rabea Jamil & Alkayem, Nizar Faisal & Zhang, Yuquan & Zheng, Yuan & Sun, Yonghui & Alhelou, Hassan Haes, 2023. "Optimal operation of pumped hydro storage-based energy systems: A compendium of current challenges and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    23. Barbaros, Efe & Aydin, Ismail & Celebioglu, Kutay, 2021. "Feasibility of pumped storage hydropower with existing pricing policy in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 136(C).
    24. Ming, Zeng & Junjie, Feng & Song, Xue & Zhijie, Wang & Xiaoli, Zhu & Yuejin, Wang, 2013. "Development of China's pumped storage plant and related policy analysis," Energy Policy, Elsevier, vol. 61(C), pages 104-113.
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