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Multi-objective optimization of Pumped Thermal Energy Storage for large scale applications

Author

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  • Rech, Sergio
  • Danieli, Piero
  • Carraro, Gianluca
  • Lazzaretto, Andrea

Abstract

Pumped Thermal Energy Storage (PTES) systems are ideal candidates for large scale applications due to high energy densities, no geographical constraints, and the use of safe materials and working fluids. This paper shows how considering the charge and discharge phases of a PTES system as if they were simultaneous allows to easily find the internal heat transfer that optimizes the design of the total system in each step of the optimization procedure. The application of this approach makes a homogeneous comparison of all PTES configurations and performance possible, easy to be carried out and interpreted. Round-trip efficiency and energy density are considered as performance metrics, and their optimum trade-off is obtained by means of a multi-objective optimization approach. Results show that the maximum round-trip efficiency of 53% is obtained by a Rankine PTES versus a maximum value of 42% of the Brayton-Joule PTES. Conversely, energy density shows an inverse ranking between Rankine (30kWh/m3) and Brayton-Joule (70kWh/m3) configurations due to the higher temperatures at which heat can be “pumped" in the latter. Finally, it was found that additional configuration changes, such as an increased number of compression and expansion stages, are not convenient for the slight performance improvement.

Suggested Citation

  • Rech, Sergio & Danieli, Piero & Carraro, Gianluca & Lazzaretto, Andrea, 2025. "Multi-objective optimization of Pumped Thermal Energy Storage for large scale applications," Energy, Elsevier, vol. 334(C).
  • Handle: RePEc:eee:energy:v:334:y:2025:i:c:s0360544225032499
    DOI: 10.1016/j.energy.2025.137607
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    References listed on IDEAS

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    1. Xue, X.J. & Wang, H.N. & Wang, J.H. & Yang, B. & Yan, J. & Zhao, C.Y., 2024. "Experimental and numerical investigation on latent heat/cold stores for advanced pumped-thermal energy storage," Energy, Elsevier, vol. 300(C).
    2. Hu, Aowei & Wang, Liang & Lin, Xipeng & Ai, Wei & Bai, Yakai & Lin, Lin & Zhang, Chi & Qi, Zhicheng & Chen, Haisheng, 2025. "Performance analysis of recuperated Brayton pumped thermal electricity storage with staged compressors," Energy, Elsevier, vol. 316(C).
    3. Morandin, Matteo & Maréchal, François & Mercangöz, Mehmet & Buchter, Florian, 2012. "Conceptual design of a thermo-electrical energy storage system based on heat integration of thermodynamic cycles – Part B: Alternative system configurations," Energy, Elsevier, vol. 45(1), pages 386-396.
    4. Benato, Alberto, 2017. "Performance and cost evaluation of an innovative Pumped Thermal Electricity Storage power system," Energy, Elsevier, vol. 138(C), pages 419-436.
    5. Guo, Juncheng & Cai, Ling & Chen, Jincan & Zhou, Yinghui, 2016. "Performance evaluation and parametric choice criteria of a Brayton pumped thermal electricity storage system," Energy, Elsevier, vol. 113(C), pages 693-701.
    6. Peterson, Richard B., 2011. "A concept for storing utility-scale electrical energy in the form of latent heat," Energy, Elsevier, vol. 36(10), pages 6098-6109.
    7. Mercangöz, Mehmet & Hemrle, Jaroslav & Kaufmann, Lilian & Z’Graggen, Andreas & Ohler, Christian, 2012. "Electrothermal energy storage with transcritical CO2 cycles," Energy, Elsevier, vol. 45(1), pages 407-415.
    8. Petrollese, Mario & Cascetta, Mario & Tola, Vittorio & Cocco, Daniele & Cau, Giorgio, 2022. "Pumped thermal energy storage systems integrated with a concentrating solar power section: Conceptual design and performance evaluation," Energy, Elsevier, vol. 247(C).
    9. Lazzaretto, Andrea & Toffolo, Andrea, 2008. "A method to separate the problem of heat transfer interactions in the synthesis of thermal systems," Energy, Elsevier, vol. 33(2), pages 163-170.
    10. Wang, Liang & Lin, Xipeng & Zhang, Han & Peng, Long & Chen, Haisheng, 2021. "Brayton-cycle-based pumped heat electricity storage with innovative operation mode of thermal energy storage array," Applied Energy, Elsevier, vol. 291(C).
    11. Morandin, Matteo & Maréchal, François & Mercangöz, Mehmet & Buchter, Florian, 2012. "Conceptual design of a thermo-electrical energy storage system based on heat integration of thermodynamic cycles – Part A: Methodology and base case," Energy, Elsevier, vol. 45(1), pages 375-385.
    12. Wang, Furui & He, Qing, 2025. "Thermodynamic analysis of pump thermal energy storage system with different working fluid coupled biomass power plant," Energy, Elsevier, vol. 318(C).
    13. Wu, Ding & Ma, Bo & Zhang, Ji & Chen, Yanqi & Shen, Feifan & Chen, Xun & Wen, Chuang & Yang, Yan, 2024. "Working fluid pair selection of thermally integrated pumped thermal electricity storage system for waste heat recovery and energy storage," Applied Energy, Elsevier, vol. 371(C).
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