IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v313y2024ics0360544224035540.html
   My bibliography  Save this article

Dynamic characteristics of pumped thermal-liquid air energy storage system: Modeling, analysis, and optimization

Author

Listed:
  • Ai, Wei
  • Wang, Liang
  • Lin, Xipeng
  • Bai, Yakai
  • Huang, Jingjian
  • Hu, Jiexiang
  • Chen, Haisheng

Abstract

Pumped thermal-liquid air energy storage (PTLAES) is a novel energy storage technology that combines pumped thermal- and liquid air energy storage and eliminates the need for cold storage. However, existing studies on this system are all based on steady-state assumption, lacking dynamic analysis and optimization to better understand the system's performance under cyclic operation. To fill this gap, the mainbody-linearized cyclic dynamic model of the PTLAES system with packed bed thermal energy storage (TES) was first developed. Then, the dynamic characteristics of the baseline system were investigated. Sensitivity analyses were carried out on TES parameters. Minimal values of levelized cost of storage (LCOS) were observed for all parameters in the range of interest. Subsequently, the TES circuit was optimized, and a triple improvement of efficiency and energy density enhancement, discharge stabilization, and cost reduction was achieved. The optimized system's round-trip efficiency and energy density increased from 61.7 % to 63.1 % and from 141.9 kWh/m³ to 159.2 kWh/m³, and the LCOS decreased from 163.2 $/MWh to 159.4 $/MWh. A power offset ratio lower than 3 % was reached, which is the lowest value ever reported in the literature. This study provides reference for future design and operation of the PTLAES system.

Suggested Citation

  • Ai, Wei & Wang, Liang & Lin, Xipeng & Bai, Yakai & Huang, Jingjian & Hu, Jiexiang & Chen, Haisheng, 2024. "Dynamic characteristics of pumped thermal-liquid air energy storage system: Modeling, analysis, and optimization," Energy, Elsevier, vol. 313(C).
  • Handle: RePEc:eee:energy:v:313:y:2024:i:c:s0360544224035540
    DOI: 10.1016/j.energy.2024.133776
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224035540
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2024.133776?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. Singh, Shobhana & Sørensen, Kim & Condra, Thomas & Batz, Søren Søndergaard & Kristensen, Kristian, 2019. "Investigation on transient performance of a large-scale packed-bed thermal energy storage," Applied Energy, Elsevier, vol. 239(C), pages 1114-1129.
    2. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2023. "Operating mode of Brayton-cycle-based pumped thermal electricity storage system: Constant compression ratio or constant rotational speed?," Applied Energy, Elsevier, vol. 343(C).
    3. Tafone, Alessio & Romagnoli, Alessandro, 2023. "A novel liquid air energy storage system integrated with a cascaded latent heat cold thermal energy storage," Energy, Elsevier, vol. 281(C).
    4. Jiang, Wenbing & Sun, Peijie & Li, Peng & Zuo, Zhongqi & Huang, Yonghua, 2021. "Transient thermal behavior of multi-layer insulation coupled with vapor cooled shield used for liquid hydrogen storage tank," Energy, Elsevier, vol. 231(C).
    5. White, Alexander & McTigue, Joshua & Markides, Christos, 2014. "Wave propagation and thermodynamic losses in packed-bed thermal reservoirs for energy storage," Applied Energy, Elsevier, vol. 130(C), pages 648-657.
    6. Morandin, Matteo & Mercangöz, Mehmet & Hemrle, Jaroslav & Maréchal, François & Favrat, Daniel, 2013. "Thermoeconomic design optimization of a thermo-electric energy storage system based on transcritical CO2 cycles," Energy, Elsevier, vol. 58(C), pages 571-587.
    7. 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).
    8. Le, Van Long & Kheiri, Abdelhamid & Feidt, Michel & Pelloux-Prayer, Sandrine, 2014. "Thermodynamic and economic optimizations of a waste heat to power plant driven by a subcritical ORC (Organic Rankine Cycle) using pure or zeotropic working fluid," Energy, Elsevier, vol. 78(C), pages 622-638.
    9. Sciacovelli, A. & Vecchi, A. & Ding, Y., 2017. "Liquid air energy storage (LAES) with packed bed cold thermal storage – From component to system level performance through dynamic modelling," Applied Energy, Elsevier, vol. 190(C), pages 84-98.
    10. Zhao, Yongliang & Song, Jian & Liu, Ming & Zhao, Yao & Olympios, Andreas V. & Sapin, Paul & Yan, Junjie & Markides, Christos N., 2022. "Thermo-economic assessments of pumped-thermal electricity storage systems employing sensible heat storage materials," Renewable Energy, Elsevier, vol. 186(C), pages 431-456.
    11. Olabi, A.G. & Onumaegbu, C. & Wilberforce, Tabbi & Ramadan, Mohamad & Abdelkareem, Mohammad Ali & Al – Alami, Abdul Hai, 2021. "Critical review of energy storage systems," Energy, Elsevier, vol. 214(C).
    12. Legrand, Mathieu & Labajo-Hurtado, Raúl & Rodríguez-Antón, Luis Miguel & Doce, Yolanda, 2022. "Price arbitrage optimization of a photovoltaic power plant with liquid air energy storage. Implementation to the Spanish case," Energy, Elsevier, vol. 239(PA).
    13. Wang, Liang & Lin, Xipeng & Zhang, Han & Peng, Long & Ling, Haoshu & Zhang, Shuang & Chen, Haisheng, 2023. "Thermodynamic analysis and optimization of pumped thermal–liquid air energy storage (PTLAES)," Applied Energy, Elsevier, vol. 332(C).
    14. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2020. "Combined cooling, heating, and power generation performance of pumped thermal electricity storage system based on Brayton cycle," Applied Energy, Elsevier, vol. 278(C).
    15. Xue, X.J. & Zhao, C.Y., 2023. "Transient behavior and thermodynamic analysis of Brayton-like pumped-thermal electricity storage based on packed-bed latent heat/cold stores," Applied Energy, Elsevier, vol. 329(C).
    16. Abdul Ghani Olabi & Tabbi Wilberforce & Mohammad Ali Abdelkareem & Mohamad Ramadan, 2021. "Critical Review of Flywheel Energy Storage System," Energies, MDPI, vol. 14(8), pages 1-33, April.
    17. Albert, Max & Ma, Zhiwei & Bao, Huashan & Roskilly, Anthony Paul, 2022. "Operation and performance of Brayton Pumped Thermal Energy Storage with additional latent storage," Applied Energy, Elsevier, vol. 312(C).
    18. Zanganeh, G. & Pedretti, A. & Haselbacher, A. & Steinfeld, A., 2015. "Design of packed bed thermal energy storage systems for high-temperature industrial process heat," Applied Energy, Elsevier, vol. 137(C), pages 812-822.
    19. 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).
    20. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2023. "Parametric optimisation and thermo-economic analysis of Joule–Brayton cycle-based pumped thermal electricity storage system under various charging–discharging periods," Energy, Elsevier, vol. 263(PE).
    21. McTigue, Joshua D. & White, Alexander J. & Markides, Christos N., 2015. "Parametric studies and optimisation of pumped thermal electricity storage," Applied Energy, Elsevier, vol. 137(C), pages 800-811.
    22. Wang, Liang & Lin, Xipeng & Chai, Lei & Peng, Long & Yu, Dong & Chen, Haisheng, 2019. "Cyclic transient behavior of the Joule–Brayton based pumped heat electricity storage: Modeling and analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 523-534.
    Full references (including those not matched with items on IDEAS)

    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. Zhao, Yao & Huang, Jiaxing & Song, Jian & Ding, Yulong, 2024. "Thermodynamic investigation of a Carnot battery based multi-energy system with cascaded latent thermal (heat and cold) energy stores," Energy, Elsevier, vol. 296(C).
    2. Ameen, Muhammad Tahir & Ma, Zhiwei & Smallbone, Andrew & Norman, Rose & Roskilly, Anthony Paul, 2023. "Demonstration system of pumped heat energy storage (PHES) and its round-trip efficiency," Applied Energy, Elsevier, vol. 333(C).
    3. Liang, Ting & Vecchi, Andrea & Knobloch, Kai & Sciacovelli, Adriano & Engelbrecht, Kurt & Li, Yongliang & Ding, Yulong, 2022. "Key components for Carnot Battery: Technology review, technical barriers and selection criteria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 163(C).
    4. Zhao, Yongliang & Song, Jian & Liu, Ming & Zhao, Yao & Olympios, Andreas V. & Sapin, Paul & Yan, Junjie & Markides, Christos N., 2022. "Thermo-economic assessments of pumped-thermal electricity storage systems employing sensible heat storage materials," Renewable Energy, Elsevier, vol. 186(C), pages 431-456.
    5. Alberto Benato & Francesco De Vanna & Anna Stoppato, 2022. "Levelling the Photovoltaic Power Profile with the Integrated Energy Storage System," Energies, MDPI, vol. 15(24), pages 1-21, December.
    6. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2023. "Operating mode of Brayton-cycle-based pumped thermal electricity storage system: Constant compression ratio or constant rotational speed?," Applied Energy, Elsevier, vol. 343(C).
    7. 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).
    8. Ayah Marwan Rabi’ & Jovana Radulovic & James M. Buick, 2025. "Comparative Study of Different Gases for Packed-Bed Thermal Energy Storage Systems," Energies, MDPI, vol. 18(5), pages 1-19, March.
    9. 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).
    10. Frate, Guido Francesco & Ferrari, Lorenzo & Desideri, Umberto, 2021. "Energy storage for grid-scale applications: Technology review and economic feasibility analysis," Renewable Energy, Elsevier, vol. 163(C), pages 1754-1772.
    11. Huang, Jiaxing & Zhao, Yao & Song, Jian & Wang, Kai & Zhu, Peiwang & Liu, Bingchi & Sun, Peifeng, 2025. "Thermodynamic investigation of a Joule-Brayton cycle Carnot battery multi-energy system integrated with external thermal (heat and cold) sources," Applied Energy, Elsevier, vol. 377(PC).
    12. Xue, X.J. & Zhao, C.Y., 2023. "Transient behavior and thermodynamic analysis of Brayton-like pumped-thermal electricity storage based on packed-bed latent heat/cold stores," Applied Energy, Elsevier, vol. 329(C).
    13. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2022. "Technical and economic analysis of Brayton-cycle-based pumped thermal electricity storage systems with direct and indirect thermal energy storage," Energy, Elsevier, vol. 239(PC).
    14. 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).
    15. Liu, Zhan & Zhang, Yilun & Zhang, Yao & Su, Chuanqi, 2024. "Performance of a high-temperature transcritical pumped thermal energy storage system based on CO2 binary mixtures," Energy, Elsevier, vol. 305(C).
    16. Zhang, Han & Wang, Liang & Lin, Xipeng & Chen, Haisheng, 2023. "Parametric optimisation and thermo-economic analysis of Joule–Brayton cycle-based pumped thermal electricity storage system under various charging–discharging periods," Energy, Elsevier, vol. 263(PE).
    17. Wang, Liang & Lin, Xipeng & Zhang, Han & Peng, Long & Ling, Haoshu & Zhang, Shuang & Chen, Haisheng, 2023. "Thermodynamic analysis and optimization of pumped thermal–liquid air energy storage (PTLAES)," Applied Energy, Elsevier, vol. 332(C).
    18. Yang, He & Li, Jinduo & Ge, Zhihua & Yang, Lijun & Du, Xiaoze, 2023. "Dynamic performance for discharging process of pumped thermal electricity storage with reversible Brayton cycle," Energy, Elsevier, vol. 263(PD).
    19. Tassenoy, Robin & Couvreur, Kenny & Beyne, Wim & De Paepe, Michel & Lecompte, Steven, 2022. "Techno-economic assessment of Carnot batteries for load-shifting of solar PV production of an office building," Renewable Energy, Elsevier, vol. 199(C), pages 1133-1144.
    20. Georgiou, Solomos & Shah, Nilay & Markides, Christos N., 2018. "A thermo-economic analysis and comparison of pumped-thermal and liquid-air electricity storage systems," Applied Energy, Elsevier, vol. 226(C), pages 1119-1133.

    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:313:y:2024:i:c:s0360544224035540. 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.