IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v264y2020ics0306261920302348.html
   My bibliography  Save this article

CO2 refrigeration system heat recovery and thermal storage modelling for space heating provision in supermarkets: An integrated approach

Author

Listed:
  • Maouris, Georgios
  • Sarabia Escriva, Emilio Jose
  • Acha, Salvador
  • Shah, Nilay
  • Markides, Christos N.

Abstract

The large amount of recoverable heat from CO2 refrigeration systems has led UK food retailers to examine the prospect of using refrigeration integrated heating and cooling systems to provide both the space heating and cooling to food cabinets in supermarkets. This study assesses the performance of a refrigeration integrated heating and cooling system installation with thermal storage in a UK supermarket. This is achieved by developing a thermal storage model and integrating it into a pre-existing CO2 booster refrigeration model. Five scenarios involving different configurations and operation strategies are assessed to understand the techo-economic implications. The results indicate that the integrated heating and cooling system with thermal storage has the potential to reduce energy consumption by 17–18% and GHG emissions by 12–13% compared to conventional systems using a gas boiler for space heating. These reductions are achieved despite a marginal increase of 2–3% in annual operating costs. The maximum amount of heat that can be stored and utilised is constrained by the refrigeration system compressor capacity. These findings suggest that refrigeration integrated heating and cooling systems with thermal storage are a viable heating and cooling strategy that can significantly reduce the environmental footprint of supermarket space heating provision and under the adequate circumstances can forsake the use of conventional fossil-fuel (natural gas) boiler systems in food-retail buildings.

Suggested Citation

  • Maouris, Georgios & Sarabia Escriva, Emilio Jose & Acha, Salvador & Shah, Nilay & Markides, Christos N., 2020. "CO2 refrigeration system heat recovery and thermal storage modelling for space heating provision in supermarkets: An integrated approach," Applied Energy, Elsevier, vol. 264(C).
  • Handle: RePEc:eee:appene:v:264:y:2020:i:c:s0306261920302348
    DOI: 10.1016/j.apenergy.2020.114722
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261920302348
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2020.114722?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. Efstratiadi, Marily & Acha, Salvador & Shah, Nilay & Markides, Christos N., 2019. "Analysis of a closed-loop water-cooled refrigeration system in the food retail industry: A UK case study," Energy, Elsevier, vol. 174(C), pages 1133-1144.
    2. Raccanello, J. & Rech, S. & Lazzaretto, A., 2019. "Simplified dynamic modeling of single-tank thermal energy storage systems," Energy, Elsevier, vol. 182(C), pages 1154-1172.
    3. Nash, Austin L. & Badithela, Apurva & Jain, Neera, 2017. "Dynamic modeling of a sensible thermal energy storage tank with an immersed coil heat exchanger under three operation modes," Applied Energy, Elsevier, vol. 195(C), pages 877-889.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sarabia Escriva, Emilio José & Hart, Matthew & Acha, Salvador & Soto Francés, Víctor & Shah, Nilay & Markides, Christos N., 2022. "Techno-economic evaluation of integrated energy systems for heat recovery applications in food retail buildings," Applied Energy, Elsevier, vol. 305(C).
    2. Hrvoje Dorotić & Kristijan Čuljak & Josip Miškić & Tomislav Pukšec & Neven Duić, 2022. "Technical and Economic Assessment of Supermarket and Power Substation Waste Heat Integration into Existing District Heating Systems," Energies, MDPI, vol. 15(5), pages 1-29, February.
    3. Le Brun, Niccolo & Simpson, Michael & Acha, Salvador & Shah, Nilay & Markides, Christos N., 2020. "Techno-economic potential of low-temperature, jacket-water heat recovery from stationary internal combustion engines with organic Rankine cycles: A cross-sector food-retail study," Applied Energy, Elsevier, vol. 274(C).
    4. Peters, Toby & Sayin, Leylan, 2022. "Future-Proofing Sustainable Cooling Demand," ADBI Working Papers 1316, Asian Development Bank Institute.
    5. Guo, Jiangfeng & Song, Jian & Han, Zengxiao & Pervunin, Konstantin S. & Markides, Christos N., 2022. "Investigation of the thermohydraulic characteristics of vertical supercritical CO2 flows at cooling conditions," Energy, Elsevier, vol. 256(C).
    6. Acha, Salvador & Le Brun, Niccolo & Damaskou, Maria & Fubara, Tekena Craig & Mulgundmath, Vinay & Markides, Christos N. & Shah, Nilay, 2020. "Fuel cells as combined heat and power systems in commercial buildings: A case study in the food-retail sector," Energy, Elsevier, vol. 206(C).
    7. Wang, Yao & Wang, Qianlong & Yu, Jianlin & Qian, Suxin, 2023. "A heat pump dual temperature display cabinet using natural refrigerants," Applied Energy, Elsevier, vol. 330(PB).
    8. Guo, Jiangfeng & Song, Jian & Narayan, Surya & Pervunin, Konstantin S. & Markides, Christos N., 2023. "Numerical investigation of the thermal-hydraulic performance of horizontal supercritical CO2 flows with half-wall heat-flux conditions," Energy, Elsevier, vol. 264(C).

    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. Klemen Sredenšek & Sebastijan Seme & Bojan Štumberger & Miralem Hadžiselimović & Amor Chowdhury & Zdravko Praunseis, 2021. "Experimental Validation of a Dynamic Photovoltaic/Thermal Collector Model in Combination with a Thermal Energy Storage Tank," Energies, MDPI, vol. 14(23), pages 1-21, December.
    2. Chen, Qian & Burhan, Muhammad & Akhtar, Faheem Hassan & Ybyraiymkul, Doskhan & Shahzad, Muhammad Wakil & Li, Yong & Ng, Kim Choon, 2021. "A decentralized water/electricity cogeneration system integrating concentrated photovoltaic/thermal collectors and vacuum multi-effect membrane distillation," Energy, Elsevier, vol. 230(C).
    3. Gaucher-Loksts, Erin & Athienitis, Andreas & Ouf, Mohamed, 2022. "Design and energy flexibility analysis for building integrated photovoltaics-heat pump combinations in a house," Renewable Energy, Elsevier, vol. 195(C), pages 872-884.
    4. Marika Pilou & George Kosmadakis & George Meramveliotakis, 2023. "Modeling of an Integrated Renewable-Energy-Based System for Heating, Cooling, and Electricity for Buildings," Energies, MDPI, vol. 16(12), pages 1-29, June.
    5. Sarabia Escriva, Emilio José & Hart, Matthew & Acha, Salvador & Soto Francés, Víctor & Shah, Nilay & Markides, Christos N., 2022. "Techno-economic evaluation of integrated energy systems for heat recovery applications in food retail buildings," Applied Energy, Elsevier, vol. 305(C).
    6. Sabarathinam Srinivasan & Suresh Kumarasamy & Zacharias E. Andreadakis & Pedro G. Lind, 2023. "Artificial Intelligence and Mathematical Models of Power Grids Driven by Renewable Energy Sources: A Survey," Energies, MDPI, vol. 16(14), pages 1-56, July.
    7. Camille Pajot & Nils Artiges & Benoit Delinchant & Simon Rouchier & Frédéric Wurtz & Yves Maréchal, 2019. "An Approach to Study District Thermal Flexibility Using Generative Modeling from Existing Data," Energies, MDPI, vol. 12(19), pages 1-22, September.
    8. Andrés Villarruel-Jaramillo & Manuel Pérez-García & José M. Cardemil & Rodrigo A. Escobar, 2021. "Review of Polygeneration Schemes with Solar Cooling Technologies and Potential Industrial Applications," Energies, MDPI, vol. 14(20), pages 1-30, October.
    9. Wang, Yang & Li, Heping & Ortega-Fernández, Iñigo & Huang, Xuefeng & Jiang, Bo & Bielsa, Daniel & Palomo, Elena, 2021. "The time-varying radiation applied in the temperature-sensitive reaction system stabilized with heat storage technology," Applied Energy, Elsevier, vol. 283(C).
    10. Untrau, Alix & Sochard, Sabine & Marias, Frédéric & Reneaume, Jean-Michel & Le Roux, Galo A.C. & Serra, Sylvain, 2023. "A fast and accurate 1-dimensional model for dynamic simulation and optimization of a stratified thermal energy storage," Applied Energy, Elsevier, vol. 333(C).
    11. Ou, Kai & Yuan, Wei-Wei & Kim, Young-Bae, 2021. "Development of optimal energy management for a residential fuel cell hybrid power system with heat recovery," Energy, Elsevier, vol. 219(C).
    12. Rob Hovsapian & Julian D. Osorio & Mayank Panwar & Chryssostomos Chryssostomidis & Juan C. Ordonez, 2021. "Grid-Scale Ternary-Pumped Thermal Electricity Storage for Flexible Operation of Nuclear Power Generation under High Penetration of Renewable Energy Sources," Energies, MDPI, vol. 14(13), pages 1-15, June.
    13. Joseph Rendall & Fernando Karg Bulnes & Kyle Gluesenkamp & Ahmad Abu-Heiba & William Worek & Kashif Nawaz, 2021. "A Flow Rate Dependent 1D Model for Thermally Stratified Hot-Water Energy Storage," Energies, MDPI, vol. 14(9), pages 1-17, May.
    14. Li, Jiarong & Li, Xiangdong & Wang, Yong & Tu, Jiyuan, 2021. "Long-term performance of a solar water heating system with a novel variable-volume tank," Renewable Energy, Elsevier, vol. 164(C), pages 230-241.
    15. Arabkoohsar, Ahmad & Alsagri, Ali Sulaiman, 2020. "Thermodynamic analysis of ultralow-temperature district heating system with shared power heat pumps and triple-pipes," Energy, Elsevier, vol. 194(C).
    16. Parida, Dipti Ranjan & Advaith, S. & Dani, Nikhil & Basu, Saptarshi, 2022. "Assessing the impact of a novel hemispherical diffuser on a single-tank sensible thermal energy storage system," Renewable Energy, Elsevier, vol. 183(C), pages 202-218.
    17. Uchman, Wojciech & Kotowicz, Janusz & Li, Kin Fun, 2021. "Evaluation of a micro-cogeneration unit with integrated electrical energy storage for residential application," Applied Energy, Elsevier, vol. 282(PA).
    18. Bird, Trevor J. & Jain, Neera, 2020. "Dynamic modeling and validation of a micro-combined heat and power system with integrated thermal energy storage," Applied Energy, Elsevier, vol. 271(C).
    19. Wojciech Uchman & Janusz Kotowicz & Leszek Remiorz, 2020. "An Experimental Data-Driven Model of a Micro-Cogeneration Installation for Time-Domain Simulation and System Analysis," Energies, MDPI, vol. 13(11), pages 1-26, June.
    20. Mahmood, Mariam & Traverso, Alberto & Traverso, Alberto Nicola & Massardo, Aristide F. & Marsano, Davide & Cravero, Carlo, 2018. "Thermal energy storage for CSP hybrid gas turbine systems: Dynamic modelling and experimental validation," Applied Energy, Elsevier, vol. 212(C), pages 1240-1251.

    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:appene:v:264:y:2020:i:c:s0306261920302348. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.