Abstract
Grid-scale energy storage is increasingly important as variable renewable energy is integrated into power systems. Pumped storage hydropower (PSH) provides the largest form of energy storage in power grids, with 179 GW installed globally as of 2023. In this Review, we discuss PSH operation in power system support. There are different modes of PSH operation, including open-loop versus closed-loop systems, and binary, ternary and quaternary systems. Hybrid systems that combine PSH with hydropower or battery storage are also being developed. PSH can balance electrical demand through dispatch, frequency and voltage regulation, and other ancillary services essential to the system, with different timescales for each service. PSH could also provide long-duration energy storage and water management services such as water storage and flood control. However, there are still challenges to its deployment and operation related to power regulation quality, economics and environmental impacts. The main operational modes and management practices vary between electricity markets, but governments are working towards assessing the value of PSH energy storage to promote PSH development. Although PSH can prevent curtailment and support grid decarbonization, there are environmental impacts such as greenhouse gas emissions from operations and reservoirs and potential ecological impacts. Forms of PSH that are seawater-based, small-scale or based at former mining sites could potentially mitigate some of these impacts and enable PSH development in areas where it is not currently practical.
Key points
-
Pumped storage hydropower (PSH) has different equipment configurations serving various operation scenarios in future clean energy systems. Upgrading and digitizing equipment is critical to enhance the operation economics, reliability and flexibility of existing PSH.
-
Developing high-head, large-capacity, wide-load-range and variable-speed PSH are key technical challenges to advancing its flexible operation and development.
-
The main function of PSH is energy storage coordinated with renewables; other ancillary services, such as frequency and voltage regulation, are also increasingly important in low-carbon power systems.
-
Optimized multiscale scheduling or control of PSH with variable renewable energy and other storage systems is necessary to increase the power regulation flexibility and promote operational performance of PSH.
-
The contributions of the non-generation ancillary services supplied by PSH, such as frequency regulation, voltage support and spinning reserves, need to be sufficiently accounted for in electricity markets.
-
Some potential services, such as long-duration energy storage and water management, and development scenarios, such as seawater, small-scale and mine PSH, need to be explored.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout




Similar content being viewed by others
References
Ruan, J., Xu, Z. & Su, H. Towards interdisciplinary integration of electrical engineering and Earth science. Nat. Rev. Electr. Eng. 1, 278–279 (2024).
Guo, F. et al. Implications of intercontinental renewable electricity trade for energy systems and emissions. Nat. Energy 7, 1144–1156 (2022).
Yang, W. et al. Burden on hydropower units for short-term balancing of renewable power systems. Nat. Commun. 9, 2633 (2018).
Hunt, J. D. et al. Global resource potential of seasonal pumped hydropower storage for energy and water storage. Nat. Commun. 11, 947 (2020).
Kunzig, R. Water batteries. Science 383, 358–363 (2024).
Javed, M. S., Ma, T., Jurasz, J. & Amin, M. Y. Solar and wind power generation systems with pumped hydro storage: review and future perspectives. Renew. Energy 148, 176–192 (2020).
Cohen, S., Ramasamy, V. & Inman, D. A Component-Level Bottom-Up Cost Model for Pumped Storage Hydropower. Technical Report NREL/TP-6A40-84875 (NREL, 2023).
Cumulative installed storage capacity, 2017–2023. IEA https://www.iea.org/data-and-statistics/charts/cumulative-installed-storage-capacity-2017-2023 (2018).
IRENA. World Energy Transitions Outlook 2022: 1.5 °C Pathway https://www.irena.org/publications/2022/Mar/World-Energy-Transitions-Outlook-2022 (IRENA, 2022).
IRENA. The Changing Role of Hydropower: Challenges and Opportunities https://www.irena.org/Publications/2023/Feb/The-changing-role-of-hydropower-Challenges-and-opportunities (IRENA, 2023).
Stocks, M., Stocks, R., Lu, B., Cheng, C. & Blakers, A. Global atlas of closed-loop pumped hydro energy storage. Joule 5, 270–284 (2021).
Wang, R. et al. Coordinating regulation reliability and quality of pumped storage units for renewables by a novel scheduling-control synergic model. Appl. Energy 376, 124162 (2024).
Blakers, A., Stocks, M., Lu, B. & Cheng, C. A review of pumped hydro energy storage. Prog. Energy 3, 22003 (2021).
Rehman, S., Al-Hadhrami, L. M., Alam & Md, M. Pumped hydro energy storage system: a technological review. Renew. Sustain. Energy Rev. 44, 586–598 (2015).
Emrani, A., Berrada, A., Ameur, A. & Bakhouya, M. Assessment of the round-trip efficiency of gravity energy storage system: analytical and numerical analysis of energy loss mechanisms. J. Energy Storage 55, 105504 (2022).
Rahman, M. M., Oni, A. O., Gemechu, E. & Kumar, A. Assessment of energy storage technologies: a review. Energy Convers. Manag. 223, 113295 (2020).
IHA. The World’s Water Battery: Pumped Hydropower Storage and the Clean Energy Transition https://www.hydropower.org/publications/the-world-e2-80-99s-water-battery-pumped-hydropower-storage-and-the-clean-energy-transition (IHA, 2018).
Albertus, P., Manser, J. S. & Litzelman, S. Long-duration electricity storage applications, economics, and technologies. Joule 4, 21–32 (2020).
US DOE. Energy Storage Grand Challenge Roadmap https://www.energy.gov/energy-storage-grand-challenge/articles/energy-storage-grand-challenge-roadmap (US DOE, 2020).
Viswanathan, V., Mongird, K., Franks, R., Li, X. & Sprenkle, V. 2022 Grid Energy Storage Technology Cost and Performance Assessment (US DOE, 2022).
International Forum on Pumped Storage Hydropower Capabilities, Costs & Innovation Working Group. Pumped Storage Hydropower Capabilities and Costs (ed. Kruger, K.) (IFPSH, 2021).
BECIS. Energy Storage: The Next Step To Drive Renewable Energy Penetration To 100 Percent https://be-cis.com/wp-content/uploads/2023/10/Energy-Storage-Whitepaper.pdf (BECIS, 2023).
Xinhua. World’s largest pumped storage hydropower plant in full operation in China. Xinhua https://english.www.gov.cn/news/202412/31/content_WS6773ab83c6d0868f4e8ee672.html (2024).
IHA. 2024 World Hydropower Outlook https://www.hydropower.org/publications/2024-world-hydropower-outlook (IHA, 2024).
Pérez-Díaz, J. I., Chazarra, M., García-González, J., Cavazzini, G. & Stoppato, A. Trends and challenges in the operation of pumped-storage hydropower plants. Renew. Sustain. Energy Rev. 44, 767–784 (2015).
He, G. et al. Rapid cost decrease of renewables and storage accelerates the decarbonization of China’s power system. Nat. Commun. 11, 2486 (2020).
Nassar, Y. F. et al. Design of reliable standalone utility-scale pumped hydroelectric storage powered by PV/wind hybrid renewable system. Energy Convers. Manag. 322, 119173 (2024).
Li, X., Yang, W., Zhao, Z., Wang, R. & Yin, X. Advantage of priority regulation of pumped storage for carbon-emission-oriented co-scheduling of hybrid energy system. J. Energy Storage 58, 106400 (2023).
Zhang, W.-Y., Zheng, B., Wei, W., Chen, L. & Mei, S. Peer-to-peer transactive mechanism for residential shared energy storage. Energy 246, 123204 (2022).
Shi, W. et al. Optimal energy management for multi-stack fuel cell vehicles based on hybrid quantum reinforcement learning. IEEE Trans. Transp. Electrif. https://doi.org/10.1109/TTE.2025.3542021 (2025).
Hunt, J. D. et al. Existing and new arrangements of pumped-hydro storage plants. Renew. Sustain. Energy Rev. 129, 109914 (2020).
Saulsbury, J. W. A comparison of the environmental effects of open-loop and closed-loop pumped storage hydropower. OSTI https://www.osti.gov/biblio/1616475 (2020).
REVE. Pump it up: how an alpine lake became a massive battery ready to feed the grid on a moment’s notice. REVE https://evwind.aeeolica.org/2020/10/20/pump-it-up-how-an-alpine-lake-became-a-massive-battery-ready-to-feed-the-grid-on-a-moments-notice/77797 (2020).
Vagnoni, E. in Encyclopedia of Energy Storage (ed. Cabeza, L. F.) 123–135 (Elsevier, 2022).
Nag, S. & Lee, K. Y. Power system resiliency enhancement with ternary pumped-storage hydropower. IFAC-PapersOnline 53, 12714–12718 (2020).
Landry, C., Nicolet, C., Badina, C., Pichon, H. & Drommi, J.-L. Contribution for the roadmap of hydraulic short circuit implementation: case of Grand-Maison pumped storage power plant. IOP Conf. Ser. Earth Environ. Sci. 1079, 12107 (2022).
Dong, Z. et al. Developing of quaternary pumped storage hydropower for dynamic studies. IEEE Trans. Sustain. Energy 11, 2870–2878 (2020).
Beevers, D., Branchini, L., Orlandini, V., De Pascale, A. & Perez-Blanco, H. Pumped hydro storage plants with improved operational flexibility using constant speed Francis runners. Appl. Energy 137, 629–637 (2015).
Kougias, I. et al. Analysis of emerging technologies in the hydropower sector. Renew. Sustain. Energy Rev. 113, 109257 (2019).
Lung, J.-K., Lu, Y., Hung, W.-L. & Kao, W.-S. Modeling and dynamic simulations of doubly fed adjustable-speed pumped storage units. IEEE Trans. Energy Convers. 22, 250–258 (2007).
Vasudevan, K. R., Ramachandaramurthy, V. K., Venugopal, G., Ekanayake, J. B. & Tiong, S. K. Variable speed pumped hydro storage: a review of converters, controls and energy management strategies. Renew. Sustain. Energy Rev. 135, 110156 (2021).
Iliev, I., Trivedi, C. & Dahlhaug, O. G. Variable-speed operation of Francis turbines: a review of the perspectives and challenges. Renew. Sustain. Energy Rev. 103, 109–121 (2019).
Dreyer, M. et al. Pushing the envelope of ancillary services with variable speed technology. IOP Conf. Ser. Earth Environ. Sci. 1079, 12110 (2022).
Valavi, M. & Nysveen, A. Variable-speed operation of hydropower plants: a look at the past, present, and future. IEEE Ind. Appl. Mag. 24, 18–27 (2018).
Kerkman, R. J., Lipo, T. A., Newman, W. G. & Thirkell, J. E. An inquiry into adjustable speed operation of a pumped hydro plant part 1 — machine design and performance. IEEE Trans. Power Appar. Syst. 99, 1828–1837 (1980).
Kuwabara, T., Shibuya, A., Furuta, H., Kita, E. & Mitsuhashi, K. Design and dynamic response characteristics of 400 MW adjustable speed pumped storage unit for Ohkawachi Power Station. IEEE Trans. Energy Convers. 11, 376–384 (1996).
Sivakumar, N., Das, D. & Padhy, N. P. Variable speed operation of reversible pump-turbines at Kadamparai pumped storage plant — a case study. Energy Convers. Manag. 78, 96–104 (2014).
Nag, S., Lee, K. Y. & Suchitra, D. A comparison of the dynamic performance of conventional and ternary pumped storage hydro. Energies 12, 3513 (2019).
Ruppert, L., Schürhuber, R., List, B., Lechner, A. & Bauer, C. An analysis of different pumped storage schemes from a technological and economic perspective. Energy 141, 368–379 (2017).
Seydoux, M. Study of Flexible Operating Conditions in Variable-Speed Hydraulic Turbines: Advanced Models and Experimental Validation. PhD thesis, École Polytechnique Fédérale de Lausanne (2024).
State-owned Assets Supervision and Administration Commission of the State Council. World’s largest mixed pumped-storage power plant breaks ground. SASAC http://en.sasac.gov.cn/2023/01/04/c_14740.htm (2023).
IRENA. Innovative Operation of Pumped Hydropower Storage — Innovation Landscape Brief https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2020/Jul/IRENA_Innovative_PHS_operation_2020.pdf (IRENA, 2020).
Xinhua. China’s Qinghai breaks ground on another pumped-storage power station. Xinhuanet https://english.news.cn/20230820/3d0c599eb8824af59d78fe2d0c6ce42b/c.html (2023).
Northern Australia Infrastructure Facility. Kidston pumped storage hydro project. NAIF https://www.naif.gov.au/our-projects/genex-kidston-pumped-hydro-storage-project/ (2023).
AFRY. Pinnapuram integrated renewable energy storage project, India. AFRY https://afry.com/en/project/pinnapuram-integrated-renewable-energy-storage-project-india (2025).
International Forum on Pumped Storage Hydropower. Innovative pumped storage hydropower configurations and uses. IFPSH https://www.hydropower.org/publications/innovative-pumped-storage-hydropower-configurations-and-uses (2021).
Bucher, R., Schreider, A. & Lehmann, S. Live test results of the joint operation of a 12.5 MW battery and a pumped-hydro plant. In Hydro 2018 https://www.researchgate.net/publication/330337897_Live_test_results_of_the_joint_operation_of_a_125_MW_battery_and_a_pumped-hydro_plant#fullTextFileContent (2018).
Wang, Z., Yang, W., Liao, Y. & Li, Y. Modeling and coordinated control for active power regulation of pumped storage‐battery integrated system under small‐disturbances. Energy Sci. Eng. 11, 1601–1618 (2023).
Schreider, A. & Bucher, R. An auspicious combination: fast-ramping battery energy storage and high-capacity pumped hydro. Energy Procedia 155, 156–164 (2018).
Pérez-Díaz, J., Lafoz, M. & Burke, F. Integration of fast acting energy storage systems in existing pumped‐storage power plants to enhance the system’s frequency control. Wiley Interdiscip. Rev. Energy Environ. 9, e367 (2019).
Bahner, L., Schreider, A. & Bucher, R. Batteries and pumped-hydro: pooling for synergies in the frequency response provisioning. In Proceedings of the 13th International Renewable Energy Storage Conference 2019 (IRES 2019) 109–118 (Atlantis Press, 2019).
XFLEX Hydro. Run-of-river hydropower plant tests hydro-battery-hybrid. XFLEX Hydro https://www.xflexhydro.com//news/run-of-river-hydropower-plant-tests-hydro-battery-hybrid-2 (2022).
Iberdrola Corporative. Iberdrola gets the green light for Valdecañas (Spain) pumping project. Iberdrola https://www.iberdrola.com/press-room/news/detail/iberdrola-gets-the-green-light-for-valdecanas-spain-pumping-project (2024).
Slovenské Elektrárne. SE Integrator: Clean. Smart. Flexible. Slovenské Elektrárne https://www.seas.sk/en/about-us/our-power-plants/se-integrator/ (2022).
Seoni, R. M., Shadeed, E. N., Simpson, R. J. & Warnock, J. G. Review of trends of large hydroelectric generating equipment. Proc. Inst. Electr. Eng. 123, 1138–1162 (1976).
NS Energy. Tiantai pumped storage power station. NS Energy https://www.nsenergybusiness.com/projects/tiantai-pumped-storage-power-station/ (2022).
Akinyele, D. O. & Rayudu, R. K. Review of energy storage technologies for sustainable power networks. Sustain. Energy Technol. Assess. 8, 74–91 (2014).
Trivedi, C. & Cervantes, M. J. Fluid-structure interactions in Francis turbines: a perspective review. Renew. Sustain. Energy Rev. 68, 87–101 (2017).
Cavazzini, G., Houdeline, J.-B., Pavesi, G., Teller, O. & Ardizzon, G. Unstable behaviour of pump-turbines and its effects on power regulation capacity of pumped-hydro energy storage plants. Renew. Sustain. Energy Rev. 94, 399–409 (2018).
Voith. Pumped Storage Machines Reversible Pump Turbines, Ternary Sets and Motor-Generators https://voith.com/corp-en/11_06_Broschuere-Pumped-storage_einzeln.pdf (Voith, 2017).
Li, D. et al. Numerical simulation on pump transient characteristic in a model pump turbine. J. Fluids Eng. 141, 111101 (2019).
Pérez Díaz, J. I. et al. Technological Developments for Pumped-Hydro Energy Storage https://www.research.unipd.it/handle/11577/3188668 (2014).
Maleki, A., Ghorani, M. M., Haghighi, M. H. S. & Riasi, A. Numerical study on the effect of viscosity on a multistage pump running in reverse mode. Renew. Energy 150, 234–254 (2020).
Lee, S.-Y. & Henry, J. M. Double-stage regulated pumpturbines for Yang Yang, Korea. Hydropower Dams 15, 64–68 (2008).
Olimstad, G., Nielsen, T. & Børresen, B. Stability limits of reversible-pump turbines in turbine mode of operation and measurements of unstable characteristics. J. Fluids Eng. 134, 111202 (2012).
Schleicher, W. C. & Oztekin, A. Hydraulic design and optimization of a modular pump-turbine runner. Energy Convers. Manag. 93, 388–398 (2015).
Zhu, B., Tan, L., Wang, X. & Ma, Z. Investigation on flow characteristics of pump-turbine runners with large blade lean. J. Fluids Eng. 140, 31101 (2017).
Le Marre, M., Mandin, P., Lanoisellé, J.-L. & Bezuglov, R. Experimental study on performance predictions of pumps as turbine. Energy Convers. Manag. 292, 117235 (2023).
Li, D. et al. Review of positive slopes on pump performance characteristics of pump-turbines. Renew. Sustain. Energy Rev. 112, 901–916 (2019).
Zuo, Z., Fan, H., Liu, S. & Wu, Y. S-shaped characteristics on the performance curves of pump-turbines in turbine mode — a review. Renew. Sustain. Energy Rev. 60, 836–851 (2016).
Hasmatuchi, V., Farhat, M., Roth, S., Botero, F. & Avellan, F. Experimental evidence of rotating stall in a pump-turbine at off-design conditions in generating mode. J. Fluids Eng. 133, 51104 (2011).
Gao, C. et al. The impact of hump characteristics on variable speed pumped storage units under pump mode and improvement measures. J. Energy Storage 87, 111416 (2024).
Hu, Z. et al. Broadening the operating range of pump-turbine to deep-part load by runner optimization. Renew. Energy 207, 73–88 (2023).
Chen, H. Application of long-and short-blade runners in Qingyuan Pumped Storage Power Station. Mech. Electr. Tech. Hydropower Stn. 39, 5–8 (2016).
Xia, L. et al. Mechanism of the S-shaped characteristics and the runaway instability of pump-turbines. J. Fluids Eng. 139, 31101 (2016).
Liu, K. et al. Evolution and influence of pump-turbine cavitation during load rejection transients of a pumped-storage plant. J. Hydraul. Res. 60, 527–542 (2022).
Fu, X. et al. Mechanism of low frequency high amplitude pressure fluctuation in a pump-turbine during the load rejection process. J. Hydraul. Res. 59, 280–297 (2021).
Iliev, I., Tengs, E. O., Trivedi, C. & Dahlhaug, O. G. Optimization of Francis turbines for variable speed operation using surrogate modeling approach. J. Fluids Eng. 142, 101214 (2020).
Kundur, P. S. & Malik, O. P. Power System Stability and Control 2nd edn (McGraw Hill LLC, 2022).
Donalek, P. J. Pumped storage hydro: then and now. IEEE Power Energy Mag. 18, 49–57 (2020).
Reigstad, T. I. & Uhlen, K. Variable speed hydropower conversion and control. IEEE Trans. Energy Convers. 35, 386–393 (2020).
Chen, Y. et al. Modeling and transient response analysis of doubly-fed variable speed pumped storage unit in pumping mode. IEEE Trans. Ind. Electron. 70, 9935–9947 (2023).
Muljadi, E. et al. Dynamic modeling of adjustable-speed pumped storage hydropower plant. In 2015 IEEE Power & Energy Society General Meeting 1–5 (IEEE, 2015).
Tiwari, R., Nilsen, R., Mo, O. & Nysveen, A. Control methods for operation of pumped storage plants with full-size back-to-back converter fed synchronous machines. IEEE Trans. Ind. Appl. 59, 6792–6803 (2023).
Stavnesli, J. H. & Nøland, J. K. Stator flux-regulatory excitation control in converter-fed synchronous machines for pumped-storage variable-speed hydropower. IEEE Open Access J. Power Energy 9, 340–350 (2022).
Holzer, T., Muetze, A., Traxler-Samek, G., Lecker, M. & Zerobin, F. Generator design possibilities for full-size converter operation of large pumped storage power plants. IEEE Trans. Ind. Appl. 56, 3644–3655 (2020).
Joseph, A., Desingu, K., Semwal, R. R., Chelliah, T. R. & Khare, D. Dynamic performance of pumping mode of 250 MW variable speed hydro-generating unit subjected to power and control circuit faults. IEEE Trans. Energy Convers. 33, 430–441 (2018).
Joseph, A. & Chelliah, T. R. A review of power electronic converters for variable speed pumped storage plants: configurations, operational challenges, and future scopes. IEEE J. Emerg. Sel. Top. Power Electron. 6, 103–119 (2018).
Christe, A., Faulstich, A., Vasiladiotis, M. & Steinmann, P. World’s first fully rated direct AC/AC MMC for variable-speed pumped-storage hydropower plants. IEEE Trans. Ind. Electron. 70, 6898–6907 (2023).
Tang, C.-Y. Modulation, Efficiency and Lifetime of Two-Level and Multilevel Converters for a Hydropower Application. Thesis, Chalmers Univ. Technology (2022).
Swanke, J. A. Fault-Tolerant Integrated Modular Motor Drive for Applications with Demanding Reliability Requirements. PhD thesis, Univ. Wisconsin-Madison (2023).
Antonopoulos, A. Control, Modulation and Implementation of Modular Multilevel Converters. Thesis, KTH Royal Institute of Technology (2011).
Pérez-Díaz, J. I., Belsnes, M. & Diniz, A. L. in Comprehensive Renewable Energy 2nd edn (ed. Letcher, T. M.) 84–104 (Elsevier, 2022).
Azad, A. S., A. Rahaman, M. S., Watada, J., Vasant, P. & Vintaned, J. A. G. Optimization of the hydropower energy generation using meta-heuristic approaches: a review. Energy Rep. 6, 2230–2248 (2020).
Kong, J., Skjelbred, H. I. & Abgottspon, H. Short-term hydro scheduling of a variable speed pumped storage hydropower plant considering head loss in a shared penstock. IOP Conf. Ser. Earth Environ. Sci. 240, 82002 (2019).
Warland, G., Mo, B. & Haugstad, A. Verification of a model for handling of pumped storage for large scale market balancing. In 2013 10th International Conference on the European Energy Market (EEM) 1–8 (IEEE, 2013).
Kazempour, S. J., Moghaddam, M. P., Haghifam, M. R. & Yousefi, G. R. Risk-constrained dynamic self-scheduling of a pumped-storage plant in the energy and ancillary service markets. Energy Convers. Manag. 50, 1368–1375 (2009).
Chazarra, M., Pérez-Díaz, J. I. & García-González, J. Deriving optimal end of day storage for pumped-storage power plants in the joint energy and reserve day-ahead scheduling. Energies 10, 813 (2017).
Baslis, C. G. & Bakirtzis, A. G. Mid-term stochastic scheduling of a price-maker hydro producer with pumped storage. IEEE Trans. Power Syst. 26, 1856–1865 (2011).
Löhndorf, N., Wozabal, D. & Minner, S. Optimizing trading decisions for hydro storage systems using approximate dual dynamic programming. Oper. Res. 61, 810–823 (2013).
Abgottspon, H. & Andersson, G. Approach of integrating ancillary services into a medium-term hydro optimization. In XII SEPOPE — Symposium of Specialists in Electrical Operation and Expansion Planning http://hdl.handle.net/20.500.11850/55440 (Centro de Pesquisas de Energia Elétrica, 2012).
Abgottspon, H. & Andersson, G. Stochastic scheduling for a price-maker hydro producer considering forward trading. In 2013 IEEE Grenoble Conference 1–6 (IEEE, 2013).
Abgottspon, H. & Andersson, G. Medium-term optimization of pumped hydro storage with stochastic intrastage subproblems. In 2014 Power Systems Computation Conference 1–7 (IEEE, 2014).
Pérez-Díaz, J. I., Guisández, I., Chazarra, M. & Helseth, A. Medium-term scheduling of a hydropower plant participating as a price-maker in the automatic frequency restoration reserve market. Electr. Power Syst. Res. 185, 106399 (2020).
Alic, A., Schäffer, L. E., Toffolon, M. & Trovato, V. Optimal price-based scheduling of a pumped-storage hydropower plant considering environmental constraints. Energy Syst. https://doi.org/10.1007/s12667-023-00614-y (2023).
Wang, R. et al. Regulation intensity assessment of pumped storage units in daily scheduling for renewable energy consumption. Sustain. Energy Technol. Assess. 56, 103027 (2023).
Koritarov, V. et al. Modeling and analysis of value of advanced pumped storage hydropower in the United States. OSTI https://www.osti.gov/biblio/1165600 (2014).
IRENA. Innovation Landscape Brief: Increasing Time Granularity in Electricity Markets (IRENA, 2019).
Chazarra, M., Pérez-Díaz, J. I., García-González, J. & Helseth, A. Modeling the real-time use of reserves in the joint energy and reserve hourly scheduling of a pumped storage plant. Energy Procedia 87, 53–60 (2016).
Chazarra, M., Pérez-Díaz, J. I., García-González, J. & Helseth, A. Economic effects of forecasting inaccuracies in the automatic frequency restoration service for the day-ahead energy and reserve scheduling of pumped storage plants. Electr. Power Syst. Res. 174, 105850 (2019).
Alharbi, H. & Bhattacharya, K. Participation of pumped hydro storage in energy and performance-based regulation markets. IEEE Trans. Power Syst. 35, 4307–4323 (2020).
Ma, X. et al. Optimizing pumped storage hydropower for multiple grid services. J. Energy Storage 51, 104440 (2022).
Li, X. et al. Risk-averse energy management of hydro/thermal/pumped storage complementarily operating with wind/solar: balancing risk, cost and carbon emission. Sustain. Energy Technol. Assess. 60, 103534 (2023).
Saarinen, L., Norrlund, P., Yang, W. & Lundin, U. Allocation of frequency control reserves and its impact on wear and tear on a hydropower fleet. IEEE Trans. Power Syst. 33, 430–439 (2018).
Dreyer, M. et al. Digital clone for penstock fatigue monitoring. IOP Conf. Ser. Earth Environ. Sci. 405, 12013 (2019).
Savin, O. et al. Influence of starts and stops on the aging of hydroelectric generator stators by thermal cycling: empirical study and accelerated lifetime model. In ESREL 2021 — 31st European Safety and Reliability Conference (eds Castanier, B. et al.) 3214–3221 (Research Publishing Services, 2021).
Savin, O., Baroth, J., Badina, C., Charbonnier, S. & Bérenguer, C. Damage due to start-stop cycles of turbine runners under high-cycle fatigue. Int. J. Fatigue 153, 106458 (2021).
Seydoux, M. et al. Assessments of hydropower plants start-up sequences and equivalent runner damage under transient operation. IOP Conf. Ser. Earth Environ. Sci. 1079, 12105 (2022).
Alerci, A. L., Vagnoni, E. & Paolone, M. Structural impact of the start-up sequence on Pelton turbines lifetime: analytical prediction and polynomial optimization. Renew. Energy 218, 119341 (2023).
Smith, B. et al. Consolidated hydropower data repository: value and opportunities. OSTI https://www.osti.gov/biblio/1870208 (2022).
Hydropower Research Institute. Research Institute (HRI) drives digital transformation in the hydropower industry. HRI https://hridata.org/ (2024).
Koritarov, V., Ploussard, Q., Kwon, J. & Balducci, P. A review of technology innovations for pumped storage hydropower. OSTI https://www.osti.gov/biblio/1867238 (2022).
Chazarra, M., Pérez-Díaz, J. I. & García-González, J. Optimal energy and reserve scheduling of pumped-storage power plants considering hydraulic short-circuit operation. IEEE Trans. Power Syst. 32, 344–353 (2017).
Skjelbred, H. I., Kong, J. & Abgottspon, H. Calculation of Power Compensation for a Pumped Storage Hydropower Plant with Hydraulic Short-Circuit Operation. In Proc. Hydro 2017 https://www.researchgate.net/publication/328841351_Calculation_of_power_compensation_for_a_pumped_storage_hydropower_plant_with_hydraulic_short-circuit_operation (2017).
Chazarra, M., Pérez-Díaz, J. I. & García-González, J. Optimal joint energy and secondary regulation reserve hourly scheduling of variable speed pumped storage hydropower plants. IEEE Trans. Power Syst. 33, 103–115 (2018).
Kwon, J., Levin, T. & Koritarov, V. Optimal market participation of pumped storage hydropower plants considering hydraulic short-circuit operation. In 2020 52nd North American Power Symposium (NAPS) 1–6 (IEEE, 2021).
Yang, W. & Yang, J. Advantage of variable-speed pumped storage plants for mitigating wind power variations: integrated modelling and performance assessment. Appl. Energy 237, 720–732 (2019).
Xu, Y. et al. Adaptive condition predictive-fuzzy PID optimal control of start-up process for pumped storage unit at low head area. Energy Convers. Manag. 177, 592–604 (2018).
Xu, Y. et al. An adaptively fast fuzzy fractional order PID control for pumped storage hydro unit using improved gravitational search algorithm. Energy Convers. Manag. 111, 67–78 (2016).
Guo, W. & Li, J. Stability and multi-frequency dynamic characteristics of nonlinear grid-connected pumped storage-wind power interconnection system. Nonlinear Dyn. 111, 20929–20958 (2023).
Sarasúa, J. I., Pérez-Díaz, J. I., Wilhelmi, J. R. & Sánchez-Fernández, J. Á. Dynamic response and governor tuning of a long penstock pumped-storage hydropower plant equipped with a pump-turbine and a doubly fed induction generator. Energy Convers. Manag. 106, 151–164 (2015).
Martínez-Lucas, G., Sarasúa, J. I., Sánchez-Fernández, J. Á. & Wilhelmi, J. R. Frequency control support of a wind-solar isolated system by a hydropower plant with long tail-race tunnel. Renew. Energy 90, 362–376 (2016).
Guo, W. & Wu, F. Stability behavior of load adjustment and primary frequency control of pumped storage power plant with upstream and downstream surge tanks. J. Energy Storage 60, 106626 (2023).
Ma, W. et al. A physics-based and data-aided transient prediction framework for sustainable operation of pumped-storage hydropower systems. Appl. Energy 384, 125470 (2025).
Zeng, W., Yang, J. & Hu, J. Pumped storage system model and experimental investigations on S-induced issues during transients. Mech. Syst. Signal. Process. 90, 350–364 (2017).
Zhao, Z., Yang, J., Yang, W., Hu, J. & Chen, M. A coordinated optimization framework for flexible operation of pumped storage hydropower system: nonlinear modeling, strategy optimization and decision making. Energy Convers. Manag. 194, 75–93 (2019).
Li, Y. et al. Ancillary service quantitative evaluation for primary frequency regulation of pumped storage units considering refined hydraulic characteristics. J. Energy Storage 45, 103414 (2022).
Ma, W. et al. A transient analysis framework for hydropower generating systems under parameter uncertainty by integrating physics-based and data-driven models. Energy 297, 131141 (2024).
Zhao, Z. et al. Improvement of regulation quality for hydro-dominated power system: quantifying oscillation characteristic and multi-objective optimization. Renew. Energy 168, 606–631 (2021).
GB/T 40595-2021. Guide for technology and test on primary frequency control of grid-connected power resource [Chinese]. https://openstd.samr.gov.cn/bzgk/std/newGbInfo?hcno=03B767C66C72E791F978942578237835 (2021).
Zhao, Z. et al. Performance enhancement of pumped storage units for system frequency support based on a novel small signal model. Energy 234, 121207 (2021).
IHA. Why choose pumped storage hydropower for isolated networks. IHA https://www.hydropower.org/blog/why-choose-pumped-storage-hydropower-for-isolated-networks (2024).
Reigstad, T. I. & Uhlen, K. Variable speed hydropower for provision of fast frequency reserves in the Nordic grid. IEEE Trans. Power Syst. 36, 5476–5485 (2021).
Zhao, Z. et al. No-load characteristics and variable speed evolution of doubly-fed pumped storage unit based on dynamic experiment platform. Proc. CSEE 42, 7439–7450 (2022).
Pérez-Díaz, J. I., Sarasúa, J. I. & Wilhelmi, J. R. Contribution of a hydraulic short-circuit pumped-storage power plant to the load–frequency regulation of an isolated power system. Int. J. Electr. Power Energy Syst. 62, 199–211 (2014).
Sarasúa, J. I., Martínez-Lucas, G. & Lafoz, M. Analysis of alternative frequency control schemes for increasing renewable energy penetration in El Hierro Island power system. Int. J. Electr. Power Energy Syst. 113, 807–823 (2019).
Geiger, C. & Riedelbauch, S. Power plant transients including hydraulic short circuit operation mode. Energies 16, 4492 (2023).
Zhao, K. et al. Multi-scale oscillation characteristics and stability analysis of pumped-storage unit under primary frequency regulation condition with low water head grid-connected. Renew. Energy 189, 1102–1119 (2022).
Shi, L. et al. DDPG-based load frequency control for power systems with renewable energy by DFIM pumped storage hydro unit. Renew. Energy 218, 119274 (2023).
Li, J., Guo, W. & Liu, Y. Nonlinear state feedback-synergetic control for low frequency oscillation suppression in grid-connected pumped storage-wind power interconnection system. J. Energy Storage 73, 109281 (2023).
Damdoum, A., Slama-Belkhodja, I., Pietrzak-David, M. & Debbou, M. Low voltage ride-through strategies for doubly fed induction machine pumped storage system under grid faults. Renew. Energy 95, 248–262 (2016).
Department of the Environment, Climate and Communications. Directive (EU) 2019/944 and Regulation (EU) 2019/943 on the Internal Market for Electricity (Recasts). https://www.gov.ie/en/publication/f8565-directive-eu-2019944-and-regulation-eu-2019943-on-the-internal-market-for-electricity-recasts/ (Department of the Environment, Climate and Communications, 2021).
ENTSO-E WGAS. Survey on ancillary services procurement and electricity balancing market design 2013. ENTSO-E WGAS https://eepublicdownloads.entsoe.eu/clean-documents/pre2015/publications/entsoe/ENTSO-E_2013_Survey_on_AS_Procurement_and_EBM_design.pdf (2014).
Tarditi, A. et al. Hydropower Plants as Black Start Resources. ORNL/SPR-2018/1077 https://www.energy.gov/sites/prod/files/2019/05/f62/Hydro-Black-Start_May2019.pdf (ORNL, 2019).
SONI Ltd. Design of the System Restoration Plan for Northern Ireland — In Accordance with the Requirements of Articles 23 and 4.5 of the Commission Regulation (EU) 2017/2196 Establishing a Network Code on Electricity Emergency and Restoration https://cms.soni.ltd.uk/sites/default/files/media/documents/SystemRestorationPlanForNorthernIreland.pdf (SONI Ltd, 2018).
Weber, H. & Krueger, M. Dynamic investigation of network restoration by the pumped-storage plant Markersbach in Germany. IFAC Proc. 41, 7004–7009 (2008).
Polster, S. C. et al. Best practice grid restoration with hydropower plants. In 20th International Seminar on Hydropower Plants https://pure.tugraz.at/ws/portalfiles/portal/48980890/bestpracticegridrestorationwithhydropowerplants_final.pdf (2018).
Quaia, S., Marchesin, A., Marsigli, B. & Pascucci, A. Using pumped storage loads in restoration paths: a field test in the Italian national grid. IEEE Trans. Power Syst. 20, 1580–1587 (2005).
O’Brien, J. G. et al. Electric grid blackstart: trends, challenges, and opportunities. OSTI https://www.osti.gov/biblio/1862969 (2022).
Durvasulu, V. et al. Rationale for adding batteries to hydropower plants and tradeoffs in hybrid system operation: a review. Renew. Sustain. Energy Rev. 202, 114673 (2024).
Kurup, S. R. & Ashok, S. Performance of a hydro power plant during black start and islanded operation. In 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES) 1–5 (IEEE, 2015).
Ngenyi-Ngondo, R. Grid Voltage Control Strategies at the Coo Pumped Storage Hydroelectric Power Plant: Voltage Stability and Reactive Power Capability Analysis. Thesis, Univ. Catholique de Louvain (2023).
Giosio, D., Henderson, A., Sargison, J. E., Andrewartha, J. & Walker, G. J. Initial investigations into the unsteady operation of hydroelectric systems during rapid starting of Francis turbines. In 17th Australasian Fluid Mechanics Conference Vol. 1, 300 (Univ. Auckland, 2010).
Vagnoni, E., Valentin, D. & Avellan, F. Dynamic behaviour of a francis turbine during voltage regulation in the electrical power system. Int. J. Electr. Power Energy Syst. 125, 106474 (2021).
Pitorac, L. I., Vereide, K. & Lia, L. Technical review of existing Norwegian pumped storage plants. Energies https://doi.org/10.3390/en13184918 (2020).
Nicolet, C. et al. Inertia emulation contribution of Frades 2 variable speed pump-turbine to power network stability. Preprint at https://doi.org/10.48550/arXiv.2404.06299 (2024).
Nicolet, C. et al. XFLEX HYDRO demonstrators grid services assessment and Ancillary Services Matrix elaboration. In HYDRO 2023 - International Conference: New ideas for proven resources (2024).
Staubli, T. & Fahrni, F. Analysis of the flow conditions in the Nant de Drance pumped storage plant and their impact on acoustic discharge measurement. In International Conference IGHEM (International Group for Hydraulic Efficiency Measurement) https://ighem.org/Papers_IGHEM/650.pdf (2022).
Polster, S., Aubert, S., Häderli, C., Ladreiter-Knauss, C. & Steinmann, P. Malta Oberstufe overhaul project variable speed operation with MMC full converter. In Vienna Hydro 2022 https://www.researchgate.net/publication/363924873_Malta_Oberstufe_Overhaul_Project_Variable_Speed_Operation_with_MMC_Full_Converter (2022).
Polster, S., Deschler, J., Renner, H., Bocquel, A. & Janssen, M. Challenges of large converter-fed synchronous machines for variable-speed pumped hydro storage. Energies 16, 7506 (2023).
IEA. Hydropower Special Market Report — Analysis. IEA https://www.iea.org/reports/hydropower-special-market-report/executive-summary (2021).
Casati, P., di Castelnuovo, M. & Vazquez, M. in Handbook of Energy Economics and Policy (eds Rubino, A. et al.) 395–431 (Academic, 2021).
Quaranta, E. et al. Clean Energy Technology Observatory, Hydropower and Pumped Hydropower Storage in the European Union: Status Report on Technology Development, Trends, Value Chains and Markets: 2023 (Publications Office of the European Union, 2023).
Quaranta, E. et al. Assessing the energy potential of modernizing the European hydropower fleet. Energy Convers. Manag. 246, 114655 (2021).
Weber, T., Stocks, R., Blakers, A., Nadolny, A. & Cheng, C. A global atlas of pumped hydro systems that repurpose existing mining sites. Renew. Energy 224, 120113 (2024).
Gimeno-Gutiérrez, M. & Lacal-Arántegui, R. Assessment of the european potential for pumped hydropower energy storage based on two existing reservoirs. Renew. Energy 75, 856–868 (2015).
Balducci, P. et al. Technoeconomic studies for the Banner Mountain energy storage project valuation framework test case study. OSTI https://www.osti.gov/biblio/1971225 (2022).
Balducci, P. et al. Technoeconomic studies for the Goldendale energy storage project valuation framework test case study. OSTI https://www.osti.gov/biblio/1971227 (2022).
National Hydropower Association (NHA). 2021 U.S. pumped storage hydropower report. NHA https://www.hydro.org/news/nha-unveils-new-2021-u-s-pumped-storage-hydropower-report/ (2021).
Boff, D. S., Barlow, J. T., Taylor, M. S. & Miller, L. M. Opportunities for pumped storage hydropower under the Inflation Reduction Act. OSTI https://www.osti.gov/biblio/2434003 (2024).
Koritarov, V. et al. Pumped Storage Hydropower Valuation Guidebook: a cost–benefit and decision analysis valuation framework. OSTI https://www.osti.gov/biblio/1770766 (2021).
Chapman, A. J. & Itaoka, K. Energy transition to a future low-carbon energy society in Japan’s liberalizing electricity market: precedents, policies and factors of successful transition. Renew. Sustain. Energy Rev. 81, 2019–2027 (2018).
Anuta, O. H., Taylor, P., Jones, D., McEntee, T. & Wade, N. An international review of the implications of regulatory and electricity market structures on the emergence of grid scale electricity storage. Renew. Sustain. Energy Rev. 38, 489–508 (2014).
Nagayama, H. No. 384 Current status and future of pumped storage power plants [Japanese]. Kyoto Univ. https://www.econ.kyoto-u.ac.jp/renewable_energy/stage2/contents/column0384.html (2024).
Japan Exchange Group. Electricity futures. JPX https://www.jpx.co.jp/english/derivatives/products/energy/electricity-futures/index.html (2025).
Iino, Y., Imai, R., Hayashi, Y., Miyasawa, A. & Imaeda, Y. Proposal and evaluation of bidding strategies for kWh and ΔkW to spot and balancing markets with Co-generation system. IEEJ Trans. Power Energy 144, 112–122 (2024).
U-POWER. Capacity market in full: impact and benefits of the 2024 reforms [Japanese]. U-POWER U-Next Holdings https://u-power.jp/sdgs/future/000411.html (2024).
He, Y., Liu, Y., Li, M. & Zhang, Y. Benefit evaluation and mechanism design of pumped storage plants under the background of power market reform — a case study of China. Renew. Energy 191, 796–806 (2022).
Barbour, E., Wilson, I. A. G., Radcliffe, J., Ding, Y. & Li, Y. A review of pumped hydro energy storage development in significant international electricity markets. Renew. Sustain. Energy Rev. 61, 421–432 (2016).
Yang, L. I. U., Yongxiu, H. E., Moxing, L. I. & Yan, Z. Design of price market linkage mechanism and economic benefit evaluation of pumped storage power station under the power market environment. Mod. Electr. Power 40, 42–49 (2023).
National Development and Reform Commission. Notice on capacity electricity price and related matters of pumped storage power stations [in Chinese]. NDRC https://www.gov.cn/zhengce/zhengceku/202308/content_6897625.htm (2023).
National Development and Reform Commission. Opinions of the National Development and Reform Commission on further improving the price formation mechanism of pumped storage energy [Chinese]. NDRC https://www.gov.cn/zhengce/zhengceku/2021-05/08/content_5605367.htm (2021).
Energy Bureau of Guangdong Province & South China Energy Regulatory Bureau of National Energy Administration. Notice on issuing the implementation plan for pumped storage energy to participate in electricity market transactions in Guangdong Province [Chinese]. Guangdong Provincial Development and Reform Commission https://drc.gd.gov.cn/snyj/tzgg/content/post_4457025.html (2024).
T. Buckley & K. Shah. Pumped hydro storage in India. IEEFA https://ieefa.org/sites/default/files/resources/IEEFA-India_Pumped-Hydro-Storage_Mar-2019.pdf (2019).
Ministry of Power, Government of India. Guidelines to Promote Development of Pump Storage Projects (PSP) https://powermin.gov.in/sites/default/files/Guidelines_to_Promote_Development_of_Pump_Storage_Projects.pdf (Ministry of Power, Government of India, 2023).
Australian Energy Regulator. State of the energy market 2024. AER https://www.aer.gov.au/documents/state-energy-market-2024-full-report (2024).
Mordor Intelligence. South America Pumped Hydro Storage Market Size & Share Analysis — Growth, Trends, And Forecasts (2025–2030). Mordor Intelligence https://www.mordorintelligence.com/industry-reports/south-america-pumped-hydro-storage-market/market-size (2024).
Graham, N., Malagón, E., Viscidi, L. & Yépez-García, A. State of Charge: Energy Storage in Latin America and the Caribbean (IDB, 2021).
Tejada-Arango, D. A., Siddiqui, A. S., Wogrin, S. & Centeno, E. A review of energy storage system legislation in the US and the European Union. Curr. Sustain. Energy Rep. 6, 22–28 (2019).
Teng, F., Aunedi, M., Strbac, G., Trovato, V. & Dallagi, A. Provision of ancillary services in future low-carbon UK electricity system. In 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) 1–6 (IEEE, 2017).
Kirby, B. Co‐optimizing energy and ancillary services from energy limited hydro and pumped storage plants. HydroVision https://www.consultkirby.com/files/Preprinted_HydroVision_2012-_Cooptimizing_Energy_AS_from_Energy_Limited_PS_Plants.pdf (2012).
Blakers, A., Stocks, M., Lu, B., Cheng, C. & Stocks, R. Pathway to 100% renewable electricity. IEEE J. Photovolt. 9, 1828–1833 (2019).
Vieira, F. & Ramos, H. M. Hybrid solution and pump-storage optimization in water supply system efficiency: a case study. Energy Policy 36, 4142–4148 (2008).
Deane, J. P., Ó Gallachóir, B. P. & McKeogh, E. J. Techno-economic review of existing and new pumped hydro energy storage plant. Renew. Sustain. Energy Rev. 14, 1293–1302 (2010).
Pacific Northwest National Laboratory. Energy storage evaluation tool (ESET). PNNL https://www.pnnl.gov/available-technologies/energy-storage-evaluation-tool-eset (2022).
US Department of Energy. QuESt 2.0 — open-source platform for energy storage analytics. DOE Office of Electricity Energy Storage Program https://www.sandia.gov/ess/tools-resources/quest (2021).
Balducci, P., Mongird, K. & Weimar, M. Understanding the value of energy storage for power system reliability and resilience applications. Curr. Sustain. Energy Rep. 8, 131–137 (2021).
US Department of Energy. Pathways to Commercial Liftoff: Long Duration Energy Storage https://liftoff.energy.gov/wp-content/uploads/2023/05/Pathways-to-Commercial-Liftoff-LDES-May-5_UPDATED.pdf (US Department of Energy, 2023).
Long Duration Energy Storage Council. 2024 LDES Annual Report. Long Duration Energy Storage Council https://www.ldescouncil.com/insights/ (2024).
Cohen, S. M. & Mowers, M. Advanced hydropower and PSH capacity expansion modeling (final report on HydroWIRES D1 improvements to capacity expansion modeling). OSTI https://www.osti.gov/biblio/1877873 (2022).
Clean Energy Council. The Future of Long Duration Energy Storage — Keeping the Lights On in a Carbon Constrained World https://assets.cleanenergycouncil.org.au/documents/The-future-of-long-duration-energy-storage.pdf (Clean Energy Council, 2024).
Australian Renewable Energy Agency. Long-duration energy storage and Australia’s net zero ambitions. ARENA https://arena.gov.au/blog/long-duration-energy-storage-and-australias-net-zero-ambitions/ (2024).
National Energy Administration. Notice of the National Energy Administration on Issuing the Guiding Opinions on Energy Work in 2025. National Energy Development Plan [2025] No. 16. https://www.nea.gov.cn/20250227/b60fb4f51097434e8c5d7ee19b423651/c.html (National Energy Administration, 2025).
Department for Energy Security and Net Zero. Long Duration Electricity Storage: Scenario Deployment Analysis DESNZ Research Paper No. 2023/047 (Department for Energy Security and Net Zero, 2024).
Denholm, P., Cole, W. & Blair, N. Moving Beyond 4-Hour Li-Ion Batteries: Challenges and Opportunities for Long(er)-Duration Energy Storage Technical Report NREL/TP-6A40-85878 (NREL, 2023).
Department for Energy Security and Net Zero. Long duration electricity storage: proposals to enable investment. GOV.UK https://www.gov.uk/government/consultations/long-duration-electricity-storage-proposals-to-enable-investment (2024).
Hunt, J. D. et al. Mountain gravity energy storage: a new solution for closing the gap between existing short- and long-term storage technologies. Energy 190, 116419 (2020).
Hunt, J. D. et al. Underground gravity energy storage: a solution for long-term energy storage. Energies 16, 825 (2023).
Shen, J., Wang, Y., Hao, T. & Cheng, C. Pumped-storage renovation for grid-scale, long-duration energy storage. Nat. Rev. Electr. Eng. 2, 79–80 (2025).
Staadecker, M., Szinai, J., Sánchez-Pérez, P. A., Kurtz, S. & Hidalgo-Gonzalez, P. The value of long-duration energy storage under various grid conditions in a zero-emissions future. Nat. Commun. 15, 9501 (2024).
Guerra, O. J. et al. Towards robust and scalable dispatch modeling of long-duration energy storage. Renew. Sustain. Energy Rev. 207, 114940 (2025).
Aihara, R., Yokoyama, A., Nomiyama, F. & Kosugi, N. Optimal operation scheduling of pumped storage hydro power plant in power system with a large penetration of photovoltaic generation using genetic algorithm. In 2011 IEEE Trondheim PowerTech 1–8 (IEEE, 2011).
Hunt, J. D. et al. Role of pumped hydro storage plants for flood control. J. Energy Storage 104, 114496 (2024).
Hunt, J. D. et al. Hydropower and seasonal pumped hydropower storage in the Indus Basin: pros and cons. J. Energy Storage 41, 102916 (2021).
Hunt, J. D., Byers, E., Riahi, K. & Langan, S. Comparison between seasonal pumped-storage and conventional reservoir dams from the water, energy and land nexus perspective. Energy Convers. Manag. 166, 385–401 (2018).
Hunt, J. D., Freitas, M. A. V. & Pereira Junior, A. O. A review of seasonal pumped-storage combined with dams in cascade in Brazil. Renew. Sustain. Energy Rev. 70, 385–398 (2017).
National Energy Administration. Innovative pumped storage hydropower technology for energy storage and water transposition. NEA https://www.nea.gov.cn/2023-07/24/c_1310733785.htm (2023).
Hunt, J. D. et al. Mapping the potential for pumped storage using existing lower reservoirs. J. Energy Storage 73, 109047 (2023).
Hunt, J. D., Zakeri, B., Nascimento, A. & Brandão, R. in Storing Energy (ed. Letcher, T.) 37–65 (Elsevier, 2022).
Hunt, J. D. et al. The potential role of seasonal pumped hydropower storage in decarbonizing the power sector in Saudi Arabia. Renew. Sustain. Energy Rev. 211, 115361 (2025).
Maavara, T. et al. River dam impacts on biogeochemical cycling. Nat. Rev. Earth Environ. 1, 103–116 (2020).
Mahfoud, R. et al. Optimal operation of pumped hydro storage-based energy systems: a compendium of current challenges and future perspectives. Renew. Sustain. Energy Rev. 178, 113267 (2023).
Schleiss, A. J., Franca, M. J., Juez, C. & De Cesare, G. Reservoir sedimentation. J. Hydraul. Res. 54, 595–614 (2016).
He, F. et al. Hydropower impacts on riverine biodiversity. Nat. Rev. Earth Environ. 5, 755–772 (2024).
Simon, T. R. et al. Life cycle assessment of closed-loop pumped storage hydropower in the United States. Environ. Sci. Technol. 57, 12251–12258 (2023).
Torres, O. Life Cycle Assessment of a Pumped Storage Power Plant. Master's thesis, Norwegian Univ. Science and Technology (2011).
Gemechu, E. & Kumar, A. A review of how life cycle assessment has been used to assess the environmental impacts of hydropower energy. Renew. Sustain. Energy Rev. 167, 112684 (2022).
Pang, M., Zhang, L., Wang, C. & Liu, G. Environmental life cycle assessment of a small hydropower plant in China. Int. J. Life Cycle Assess. 20, 796–806 (2015).
Pehl, M. et al. Understanding future emissions from low-carbon power systems by integration of life-cycle assessment and integrated energy modelling. Nat. Energy 2, 939–945 (2017).
de Kleijne, K. et al. Worldwide greenhouse gas emissions of green hydrogen production and transport. Nat. Energy 9, 1139–1152 (2024).
Quaranta, E. et al. Considerations on the existing capacity and future potential for energy storage in the European Union’s hydropower reservoirs and pumped-storage hydropower. J. Energy Storage 104, 114431 (2024).
Blakers, A. et al. A global atlas of 616,000 pumped hydro energy storage sites. In Proceedings of the ISES Solar World Congress 2019 1–5 (International Solar Energy Society, 2019).
Lu, B., Stocks, M., Blakers, A. & Anderson, K. Geographic information system algorithms to locate prospective sites for pumped hydro energy storage. Appl. Energy 222, 300–312 (2018).
Li, X. et al. Short-term risk-management for hydro–wind–solar hybrid energy system considering hydropower part-load operating characteristics. Appl. Energy 360, 122818 (2024).
He, J., Li, G., Hu, M. & Zhang, L. Comparative analysis of pumped storage power plant operation modes [Chinese]. in Pumped Storage Power Plant Engineering and Construction Anthology 2019 (China Hydropower Engineering Society Grid Peaking and Pumped Storage Committee, 2019).
Liu, F. et al. Cost mitigation mechanism of pumped storage power plants under a new power system: a review and outlook. J. Shanghai Jiao Tong Univ. 57, 757–768 (2023).
IRENA. Renewable Energy Statistics 2024 https://www.irena.org/Publications/2024/Jul/Renewable-energy-statistics-2024 (IRENA, 2024).
Nazari, M. E. & Ardehali, M. M. Optimal bidding strategy for a GENCO in day-ahead energy and spinning reserve markets with considerations for coordinated wind-pumped storage-thermal system and CO2 emission. Energy Strategy Rev. 26, 100405 (2019).
Pathayapurayil, S. M. & Jain, H. Variable speed pumped storage hydropower plant for black start. In 2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG) 1–5 (IEEE, 2023).
Murray, C. California solar-plus-storage project with world’s largest BESS fully online. Energy Storage News https://www.energy-storage.news/edwards-sanborn-california-solar-storage-project-world-largest-bess-battery-system-fully-online/ (2024).
Pradhan, A., Marence, M. & Franca, M. J. The adoption of seawater pump storage hydropower systems increases the share of renewable energy production in Small Island Developing States. Renew. Energy 177, 448–460 (2021).
Hunt, J. D., Al-Nory, M. T., Slocum, A. H. & Wada, Y. Integrated seasonal pumped hydro, cooling, and reverse osmosis: a solution to desert coastal regions. Desalination 593, 118242 (2025).
Slocum, A. H., Haji, M. N., Trimble, A. Z., Ferrara, M. & Ghaemsaidi, S. J. Integrated pumped hydro reverse osmosis systems. Sustain. Energy Technol. Assess. 18, 80–99 (2016).
Hoffstaedt, J. P. et al. Low-head pumped hydro storage: a review of applicable technologies for design, grid integration, control and modelling. Renew. Sustain. Energy Rev. 158, 112119 (2022).
Jurasz, J. et al. Building integrated pumped-storage potential on a city scale: an analysis based on geographic information systems. Energy 242, 122966 (2022).
Du, J., Yang, H., Shen, Z. & Chen, J. Micro hydro power generation from water supply system in high rise buildings using pump as turbines. Energy 137, 431–440 (2017).
Hunt, J. D. & Leal Filho, W. Land, water, and wind watershed cycle: a strategic use of water, land and wind for climate change adaptation. Clim. Change 147, 427–439 (2018).
Nasir, A., Dribssa, E. & Girma, M. The pump as a turbine: a review on performance prediction, performance improvement, and economic analysis. Heliyon 10, e26084 (2024).
Ge, S., Gao, Y., Yao, X. & Liu, J. Can pumped-storage power in underground coal mine reduce carbon emissions? J. Clean. Prod. 255, 120344 (2020).
Ingram, E. SENS signs agreement with Callio for Pyhäsalmi pumped storage and battery project. Factor This https://www.renewableenergyworld.com/energy-storage/pumped-storage/sens-signs-agreement-with-callio-for-pyhasalmi-pumped-storage-and-battery-project/ (2024).
Eggimann, S. et al. The potential of lake-source district heating and cooling for European buildings. Energy Convers. Manag. 283, 116914 (2023).
Zhao, W. et al. On the use of artificial neural networks for condition monitoring of pump-turbines with extended operation. Measurement 163, 107952 (2020).
Rode, B. R. & Kumar, A. Unstable pressure fluctuations in the vaneless space of high-head reversible pump-turbines — a systematic review. J. Energy Storage 72, 108397 (2023).
Kumar, K. & Saini, R. P. A review on operation and maintenance of hydropower plants. Sustain. Energy Technol. Assess. 49, 101704 (2022).
Bulut, M. & Özcan, E. A new approach to determine maintenance periods of the most critical hydroelectric power plant equipment. Reliab. Eng. Syst. Saf. 205, 107238 (2021).
Rodríguez, J. A., Anjos, M. F., Côté, P. & Desaulniers, G. Accelerating benders decomposition for short-term hydropower maintenance scheduling. Eur. J. Oper. Res. 289, 240–253 (2021).
Sousa Oliveira, P. et al. Maintenance schedule optimization applied to large hydroelectric plants: towards a methodology encompassing regulatory aspects. IEEE Access 9, 29883–29894 (2021).
Nie, L. et al. Fatigue life prediction of motor-generator rotor for pumped-storage plant. Eng. Fail. Anal. 79, 8–24 (2017).
Kuznetsov, N. V., Yuldashev, M. V. & Yuldashev, R. V. Analytical-numerical analysis of closed-form dynamic model of Sayano–Shushenskaya hydropower plant: stability, oscillations, and accident. Commun. Nonlinear Sci. Numer. Simul. 93, 105530 (2021).
Zhao, Q. et al. Failure analysis on the bolt connecting the head-cover and stay ring in pumped storage unit: Part I — experimental study. Eng. Fail. Anal. 153, 107557 (2023).
de Santis, R. B., Gontijo, T. S. & Costa, M. A. Condition-based maintenance in hydroelectric plants: a systematic literature review. Proc. Inst. Mech. Eng. Part. O J. Risk Reliab. 236, 631–646 (2022).
Chen, F. et al. Tensor Poincaré plot index: a novel nonlinear dynamic method for extracting abnormal state information of pumped storage units. Reliab. Eng. Syst. Saf. 254, 110607 (2025).
Li, X., Guo, Y., Xiao, B., Jing, Q. & Yun, Z. Stability and safety study of pumped storage units based on time-shifted multi-scale cosine similarity entropy. J. Energy Storage 95, 112611 (2024).
Bai, J. et al. Multi-loop model based internal fault analysis of variable speed pumped hydro machines. IEEE Trans. Energy Convers. https://doi.org/10.1109/TEC.2024.3407486 (IEEE, 2024).
Lu, Q. et al. A rotor open-phase imbalance protection for variable speed pumped storage unit based on rotation transformation fault component ratio. Int. J. Electr. Power Energy Syst. 160, 110105 (2024).
Yan, D., Zheng, Y., Wang, W. & Chen, Q. Modeling and dynamic analyses of the bulb turbine blade with crack fault. Appl. Math. Model. 89, 731–751 (2021).
Jieyang, P. et al. A systematic review of data-driven approaches to fault diagnosis and early warning. J. Intell. Manuf. 34, 3277–3304 (2023).
Zhao, Z. et al. A universal hydraulic-mechanical diagnostic framework based on feature extraction of abnormal on-field measurements: application in micro pumped storage system. Appl. Energy 357, 122478 (2024).
Wu, X. et al. Rub-impact fault diagnosis of rotating machinery based on 1-D convolutional neural networks. IEEE Sens. J. 20, 8349–8363 (2020).
Lee, J. et al. Prognostics and health management design for rotary machinery systems — reviews, methodology and applications. Mech. Syst. Signal. Process. 42, 314–334 (2014).
Azzawi, D. A., Moncayo, H., Perhinschi, M. G., Perez, A. & Togayev, A. Comparison of immunity-based schemes for aircraft failure detection and identification. Eng. Appl. Artif. Intell. 52, 181–193 (2016).
Zhang, X., Jiang, Y., Li, C. & Zhang, J. Health status assessment and prediction for pumped storage units using a novel health degradation index. Mech. Syst. Signal Process. 171, 108910 (2022).
Chen, P., Li, C. & Zhang, X. Degradation trend prediction of pumped storage unit based on a novel performance degradation index and GRU-attention model. Sustain. Energy Technol. Assess. 54, 102807 (2022).
Liu, Y. et al. Real-time comprehensive health status assessment of hydropower units based on multi-source heterogeneous uncertainty information. Measurement 216, 112979 (2023).
Li, R. et al. Dynamic maintenance planning of a hydro-turbine in operational life cycle. Reliab. Eng. Syst. Saf. 204, 107129 (2020).
Acknowledgements
The authors are grateful for support from the National Natural Science Foundation of China (no. U24B20108, no. 52079096, no. 52209114, no. 52479086), the Smart Grid-National Science and Technology Major Project (2024ZD0801600) and the Natural Science Foundation of Hubei Province of China (no. 2024AFA058), and for the suggestions of J. Yang (Wuhan University).
Author information
Authors and Affiliations
Contributions
W.Y. conducted the overall conceptual design and coordinated the writing. W.Y. and X.L. wrote the introduction and ‘Summary and future perspectives’ sections. E.V., J.K.N. and Y.C. wrote the ‘Operation and equipment’ section. Z.Z. wrote Box 2 entitled ‘Maintenance and fault diagnosis’. J.I.P.-D., Z.Z., W.Y. and R.W. wrote the ‘Balancing electrical demand’ section. W.Y., R.W., J.I.P.-D. and E.Q. wrote the ‘Economic values’ section. J.D.H., E.Q., R.W. and W.Y. wrote the ‘Broader effects and trade-offs’ section and Box 1 entitled ‘Potential PSH variations’. All authors contributed substantially to discussion, review and editing of the manuscript before submission.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Reviews Clean Technology thanks S. Alam, P. Balducci and A. Laguna for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Related links
ESIOS: https://www.esios.ree.es/en
EU Emissions Trading System: https://climate.ec.europa.eu/eu-action/eu-emissions-trading-system-eu-ets_en
IHA Pumped Storage Tracking Tool: https://www.hydropower.org/hydropower-pumped-storage-tool
International Hydropower Association: https://www.hydropower.org/
Life-cycle assessment of pumped hydropower storage: https://www.hydro.org/paper/life-cycle-assessment-of-pumped-hydropower-storage-hydrowires/
XFLEX Hydro: https://www.xflexhydro.com/
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Yang, W., Zhao, Z., Pérez-Díaz, J.I. et al. Pumped storage hydropower operation for supporting clean energy systems. Nat. Rev. Clean Technol. 1, 454–473 (2025). https://doi.org/10.1038/s44359-025-00057-x
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s44359-025-00057-x
This article is cited by
-
Discharge coefficient of a bell-mouth shaft with middle piers
Journal of Hydrodynamics (2025)


