IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v18y2025i11p2853-d1667980.html
   My bibliography  Save this article

Alternative Sensing for State-of-Charge Estimation of Latent Heat Thermal Energy Storage

Author

Listed:
  • James Wilson

    (Advanced Manufacturing Research Centre North West, Roy Chadwick Way, Samlesbury Aerospace Enterprise Zone, Mellor Brook, Blackburn BB2 7HP, UK)

  • Robert J. Barthorpe

    (Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Western Bank, Sheffield S10 2TE, UK)

  • Furkan Terzioglu

    (Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Western Bank, Sheffield S10 2TE, UK)

Abstract

Thermal energy storage (TES) is likely to play a significant role in the decarbonisation of domestic heat, allowing consumers to shift their energy consumption away from peak demand periods and reducing overall strain on the grid. Phase change materials (PCMs) are a promising option for TES, in which energy can be stored in the latent heat of the melting of the PCM; these offer greater storage densities than sensible heat TES and have the benefit of releasing stored heat at a consistent temperature (the crystallisation temperature of the PCM). One of the key difficulties for PCM-based TES is state of charge (SoC) estimation (the estimation of the proportion of energy stored in the TES unit up to its maximum capacity), particularly during idle periods while the unit is storing heat. SoC estimation is key to the implementation of TES, as it enables the effective control of the units. The use of a resonator within the PCM for SoC estimation could potentially provide a global estimate of the SoC, since the resonator passes through the full depth of the PCM in the unit. The SoC could be inferred by measuring the vibrational response of the resonator under excitation, which varies depending on the melt state of the PCM. This paper presents findings from a test rig investigating this proposal, including discussions on the features required from the resonator response for SoC inference.

Suggested Citation

  • James Wilson & Robert J. Barthorpe & Furkan Terzioglu, 2025. "Alternative Sensing for State-of-Charge Estimation of Latent Heat Thermal Energy Storage," Energies, MDPI, vol. 18(11), pages 1-15, May.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:11:p:2853-:d:1667980
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/18/11/2853/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/18/11/2853/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yue Hu & Rui Guo & Per Kvols Heiselberg & Hicham Johra, 2020. "Modeling PCM Phase Change Temperature and Hysteresis in Ventilation Cooling and Heating Applications," Energies, MDPI, vol. 13(23), pages 1-21, December.
    2. Tronchin, Lamberto & Manfren, Massimiliano & Nastasi, Benedetto, 2018. "Energy efficiency, demand side management and energy storage technologies – A critical analysis of possible paths of integration in the built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 341-353.
    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. Wadim Strielkowski & Anna Sherstobitova & Patrik Rovny & Tatiana Evteeva, 2021. "Increasing Energy Efficiency and Modernization of Energy Systems in Russia: A Review," Energies, MDPI, vol. 14(11), pages 1-19, May.
    2. Ray, Manojit & Chakraborty, Basab, 2019. "Impact of evolving technology on collaborative energy access scaling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 13-27.
    3. Tengfei Ma & Junyong Wu & Liangliang Hao & Huaguang Yan & Dezhi Li, 2018. "A Real-Time Pricing Scheme for Energy Management in Integrated Energy Systems: A Stackelberg Game Approach," Energies, MDPI, vol. 11(10), pages 1-19, October.
    4. Ziqi Liu & Tingting Su & Zhiying Quan & Quanli Wu & Yu Wang, 2023. "Review on the Optimal Configuration of Distributed Energy Storage," Energies, MDPI, vol. 16(14), pages 1-17, July.
    5. Hyemi Kim & Wonjun Park, 2018. "A Study of the Energy Efficiency Management in Green Standard for Energy and Environmental Design (G-SEED)-Certified Apartments in South Korea," Sustainability, MDPI, vol. 10(10), pages 1-20, September.
    6. Eunsung Oh, 2022. "Fair Virtual Energy Storage System Operation for Smart Energy Communities," Sustainability, MDPI, vol. 14(15), pages 1-16, August.
    7. Martin, Nigel & Rice, John, 2021. "Power outages, climate events and renewable energy: Reviewing energy storage policy and regulatory options for Australia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    8. Sarmast, Sepideh & Rouindej, Kamyar & Fraser, Roydon A. & Dusseault, Maurice B., 2024. "Optimizing near-adiabatic compressed air energy storage (NA-CAES) systems: Sizing and design considerations," Applied Energy, Elsevier, vol. 357(C).
    9. Simon Pezzutto & Silvia Croce & Stefano Zambotti & Lukas Kranzl & Antonio Novelli & Pietro Zambelli, 2019. "Assessment of the Space Heating and Domestic Hot Water Market in Europe—Open Data and Results," Energies, MDPI, vol. 12(9), pages 1-16, May.
    10. Dezhou Kong & Jianru Jing & Tingyue Gu & Xuanyue Wei & Xingning Sa & Yimin Yang & Zhiang Zhang, 2023. "Theoretical Analysis of Integrated Community Energy Systems (ICES) Considering Integrated Demand Response (IDR): A Review of the System Modelling and Optimization," Energies, MDPI, vol. 16(10), pages 1-22, May.
    11. Norman Hendrik Riedel & Miroslav Špaček, 2022. "Challenges of Renewable Energy Sourcing in the Process Industries: The Example of the German Chemical Industry," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    12. Javanshir Fouladvand & Niek Mouter & Amineh Ghorbani & Paulien Herder, 2020. "Formation and Continuation of Thermal Energy Community Systems: An Explorative Agent-Based Model for the Netherlands," Energies, MDPI, vol. 13(11), pages 1-22, June.
    13. Bailera, M. & Lisbona, P. & Llera, E. & Peña, B. & Romeo, L.M., 2019. "Renewable energy sources and power-to-gas aided cogeneration for non-residential buildings," Energy, Elsevier, vol. 181(C), pages 226-238.
    14. Rebaz Jalil Abdullah & Tang Jian, 2019. "Using Structural Equation Modeling to Propose a Model for Shopping Complex Design Based on Universal Design Concept," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    15. Łukasz Jarosław Kozar & Adam Sulich, 2023. "Energy Sector’s Green Transformation towards Sustainable Development: A Review and Future Directions," Sustainability, MDPI, vol. 15(15), pages 1-18, July.
    16. Pei Huang & Xingxing Zhang & Benedetta Copertaro & Puneet Kumar Saini & Da Yan & Yi Wu & Xiangjie Chen, 2020. "A Technical Review of Modeling Techniques for Urban Solar Mobility: Solar to Buildings, Vehicles, and Storage (S2BVS)," Sustainability, MDPI, vol. 12(17), pages 1-37, August.
    17. Andrew Ly & Saeid Bashash, 2020. "Fast Transactive Control for Frequency Regulation in Smart Grids with Demand Response and Energy Storage," Energies, MDPI, vol. 13(18), pages 1-23, September.
    18. Gargi Kailkhura & Raphael Kahat Mandel & Amir Shooshtari & Michael Ohadi, 2022. "A 1D Reduced-Order Model (ROM) for a Novel Latent Thermal Energy Storage System," Energies, MDPI, vol. 15(14), pages 1-30, July.
    19. Simona-Vasilica Oprea & Adela Bâra & Ștefan Preda & Osman Bulent Tor, 2020. "A Smart Adaptive Switching Module Architecture Using Fuzzy Logic for an Efficient Integration of Renewable Energy Sources. A Case Study of a RES System Located in Hulubești, Romania," Sustainability, MDPI, vol. 12(15), pages 1-27, July.
    20. Lazar Šćekić & Saša Mujović & Vladan Radulović, 2020. "Pumped Hydroelectric Energy Storage as a Facilitator of Renewable Energy in Liberalized Electricity Market," Energies, MDPI, vol. 13(22), pages 1-18, November.

    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:gam:jeners:v:18:y:2025:i:11:p:2853-:d:1667980. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.