IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v195y2022icp28-46.html
   My bibliography  Save this article

Experimental investigation and multi-objective optimization of ice thermal storage device with multichannel flat tube

Author

Listed:
  • Zhao, Yaohua
  • Liu, Zichu
  • Quan, Zhenhua
  • Jing, Heran
  • Yang, Mingguang

Abstract

A novel plate-shaped ice thermal storage device is constructed with multichannel flat tube. The different temperatures and flow rates of heat transfer fluid (HTF) on the variations in the internal temperature and the store/release power are experimentally investigated. Results indicate that the reduction in temperature of cold HTF from −3 °C to −4 °C is notably to shorten the super-cooling process, reduced the freezing time by 35.04% and increased the average storage power by 24.9%, its effect gradually weaken with decrease in temperature. Furthermore, numerical simulation and response surface method are adopted to gain predictive models of four response indices for estimating the behavior of the device in terms of five different design parameters, and the interaction effects of design parameters on responses are investigated. Finally, the multi-objective joint optimization is developed based on an efficient storage device with goals of excellent thermal performance and thermodynamic perfection, while its manufacturing cost is low. The optimization results recommend the fin height, number and thickness are 30.1 mm, 10, and 0.5 mm, respectively, temperature and flow rate of cold HTF are −4.01 °C and 0.2 m3/h, respectively, to maximize ice formation rate, exergy efficiency, and fin efficiency and minimize the metal consumption.

Suggested Citation

  • Zhao, Yaohua & Liu, Zichu & Quan, Zhenhua & Jing, Heran & Yang, Mingguang, 2022. "Experimental investigation and multi-objective optimization of ice thermal storage device with multichannel flat tube," Renewable Energy, Elsevier, vol. 195(C), pages 28-46.
  • Handle: RePEc:eee:renene:v:195:y:2022:i:c:p:28-46
    DOI: 10.1016/j.renene.2022.06.021
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148122008527
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2022.06.021?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. Tiwari, Vivek & Rai, Aakash C. & Srinivasan, P., 2021. "Parametric analysis and optimization of a latent heat thermal energy storage system for concentrated solar power plants under realistic operating conditions," Renewable Energy, Elsevier, vol. 174(C), pages 305-319.
    2. Barthwal, Mohit & Dhar, Atul & Powar, Satvasheel, 2021. "The techno-economic and environmental analysis of genetic algorithm (GA) optimized cold thermal energy storage (CTES) for air-conditioning applications," Applied Energy, Elsevier, vol. 283(C).
    3. Vogel, J. & Felbinger, J. & Johnson, M., 2016. "Natural convection in high temperature flat plate latent heat thermal energy storage systems," Applied Energy, Elsevier, vol. 184(C), pages 184-196.
    4. Kazemian, Arash & Khatibi, Meysam & Reza Maadi, Seyed & Ma, Tao, 2021. "Performance optimization of a nanofluid-based photovoltaic thermal system integrated with nano-enhanced phase change material," Applied Energy, Elsevier, vol. 295(C).
    5. Chen, C.Q. & Diao, Y.H. & Zhao, Y.H. & Wang, Z.Y. & Liang, L. & Wang, T.Y. & An, Y., 2021. "Optimization of phase change thermal storage units/devices with multichannel flat tubes: A theoretical study," Renewable Energy, Elsevier, vol. 167(C), pages 700-717.
    6. Yang, Xiaohu & Lu, Zhao & Bai, Qingsong & Zhang, Qunli & Jin, Liwen & Yan, Jinyue, 2017. "Thermal performance of a shell-and-tube latent heat thermal energy storage unit: Role of annular fins," Applied Energy, Elsevier, vol. 202(C), pages 558-570.
    7. Hao, Ling & Wei, Mingshan & Xu, Fei & Yang, Xiaochen & Meng, Jia & Song, Panpan & Min, Yong, 2020. "Study of operation strategies for integrating ice-storage district cooling systems into power dispatch for large-scale hydropower utilization," Applied Energy, Elsevier, vol. 261(C).
    8. Kirincic, Mateo & Trp, Anica & Lenic, Kristian, 2021. "Influence of natural convection during melting and solidification of paraffin in a longitudinally finned shell-and-tube latent thermal energy storage on the applicability of developed numerical models," Renewable Energy, Elsevier, vol. 179(C), pages 1329-1344.
    9. Gao, Long & Gegentana, & Liu, Zhongze & Sun, Baizhong & Che, Deyong & Li, Shaohua, 2020. "Multi-objective optimization of thermal performance of packed bed latent heat thermal storage system based on response surface method," Renewable Energy, Elsevier, vol. 153(C), pages 669-680.
    10. Kalapala, Lokesh & Devanuri, Jaya Krishna, 2020. "Energy and exergy analyses of latent heat storage unit positioned at different orientations – An experimental study," Energy, Elsevier, vol. 194(C).
    11. Raul, Appasaheb & Saha, Sandip K. & Jain, Mohit, 2020. "Transient performance analysis of concentrating solar thermal power plant with finned latent heat thermal energy storage," Renewable Energy, Elsevier, vol. 145(C), pages 1957-1971.
    12. Zhou, Dan & Wu, Shaowen & Wu, Zhigen & Yu, Xingjuan, 2021. "Thermal performance analysis of multi-slab phase change thermal energy storage unit with heat transfer enhancement approaches," Renewable Energy, Elsevier, vol. 172(C), pages 46-56.
    13. Huang, Yongping & Yao, Feng & Liu, Xiangdong, 2021. "Numerical study on the thermal enhancement of horizontal latent heat storage units with hierarchical fins," Renewable Energy, Elsevier, vol. 180(C), pages 383-397.
    14. Kumar, Ashish & Saha, Sandip K., 2021. "Performance study of a novel funnel shaped shell and tube latent heat thermal energy storage system," Renewable Energy, Elsevier, vol. 165(P1), pages 731-747.
    15. Tiwari, Vipul Kumar & Kumar, Alok & Kumar, Arvind, 2019. "Enhancing ice slurry generation by using inclined cavity for subzero cold thermal energy storage: Simulation, experiment and performance analysis," Energy, Elsevier, vol. 183(C), pages 398-414.
    16. Heine, Karl & Tabares-Velasco, Paulo Cesar & Deru, Michael, 2021. "Design and dispatch optimization of packaged ice storage systems within a connected community," Applied Energy, Elsevier, vol. 298(C).
    17. Jannesari, Hamid & Abdollahi, Naeim, 2017. "Experimental and numerical study of thin ring and annular fin effects on improving the ice formation in ice-on-coil thermal storage systems," Applied Energy, Elsevier, vol. 189(C), pages 369-384.
    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. Cao, Hui & Lin, Jiajing & Li, Nan, 2023. "Optimal control and energy efficiency evaluation of district ice storage system," Energy, Elsevier, vol. 276(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. Liu, Zichu & Quan, Zhenhua & Zhang, Nan & Wang, Yubo & Yang, Mingguang & Zhao, Yaohua, 2023. "Energy and exergy analysis of a novel direct-expansion ice thermal storage system based on three-fluid heat exchanger module," Applied Energy, Elsevier, vol. 330(PB).
    2. Liu, Zichu & Quan, Zhenhua & Zhao, Yaohua & Jing, Heran & Wang, Lincheng & Liu, Xin, 2022. "Numerical research on the solidification heat transfer characteristics of ice thermal storage device based on a compact multichannel flat tube-closed rectangular fin heat exchanger," Energy, Elsevier, vol. 239(PD).
    3. Fei Ma & Tianji Zhu & Yalin Zhang & Xinli Lu & Wei Zhang & Feng Ma, 2023. "A Review on Heat Transfer Enhancement of Phase Change Materials Using Fin Tubes," Energies, MDPI, vol. 16(1), pages 1-25, January.
    4. Lu, Shilei & Lin, Quanyi & Liu, Yi & Yue, Lu & Wang, Ran, 2022. "Study on thermal performance improvement technology of latent heat thermal energy storage for building heating," Applied Energy, Elsevier, vol. 323(C).
    5. Wang, Zeyu & Diao, Yanhua & Zhao, Yaohua & Chen, Chuanqi & Wang, Tengyue & Liang, Lin, 2023. "Experimental and numerical studies of thermal transport in a latent heat storage unit with a plate fin and a flat heat pipe," Energy, Elsevier, vol. 275(C).
    6. Kasper, Lukas & Pernsteiner, Dominik & Schirrer, Alexander & Jakubek, Stefan & Hofmann, René, 2023. "Experimental characterization, parameter identification and numerical sensitivity analysis of a novel hybrid sensible/latent thermal energy storage prototype for industrial retrofit applications," Applied Energy, Elsevier, vol. 344(C).
    7. Lu, Bohui & Zhang, Yongxue & Sun, Dong & Jing, Xiaolei, 2021. "Experimental investigation on thermal properties of paraffin/expanded graphite composite material for low temperature thermal energy storage," Renewable Energy, Elsevier, vol. 178(C), pages 669-678.
    8. Huang, Yongping & Yao, Feng & Liu, Xiangdong, 2021. "Numerical study on the thermal enhancement of horizontal latent heat storage units with hierarchical fins," Renewable Energy, Elsevier, vol. 180(C), pages 383-397.
    9. Fanghan Su & Zhiyuan Wang & Yue Yuan & Chengcheng Song & Kejun Zeng & Yixing Chen & Rongpeng Zhang, 2023. "Enhanced Operation of Ice Storage System for Peak Load Management in Shopping Malls across Diverse Climate Zones," Sustainability, MDPI, vol. 15(20), pages 1-23, October.
    10. Huang, Xinyu & Yao, Shouguang & Yang, Xiaohu & Zhou, Rui, 2022. "Melting performance assessments on a triplex-tube thermal energy storage system: Optimization based on response surface method with natural convection," Renewable Energy, Elsevier, vol. 188(C), pages 890-910.
    11. Qianjun Mao & Xinlei Hu & Yuanyuan Zhu, 2022. "Numerical Investigation of Heat Transfer Performance and Structural Optimization of Fan-Shaped Finned Tube Heat Exchanger," Energies, MDPI, vol. 15(15), pages 1-16, August.
    12. Yang, Xiaohu & Bai, Qingsong & Zhang, Qunli & Hu, Wenju & Jin, Liwen & Yan, Jinyue, 2018. "Thermal and economic analysis of charging and discharging characteristics of composite phase change materials for cold storage," Applied Energy, Elsevier, vol. 225(C), pages 585-599.
    13. Qicheng Chen & Junting Wu & Kanglong Sun & Yingjin Zhang, 2022. "Numerical Study of Heat Transfer Enhancement by Arc-Shaped Fins in a Shell-Tube Thermal Energy Storage Unit," Energies, MDPI, vol. 15(20), pages 1-23, October.
    14. Guo, Jiacheng & Liu, Zhijian & Wu, Xuan & Wu, Di & Zhang, Shicong & Yang, Xinyan & Ge, Hua & Zhang, Peiwen, 2022. "Two-layer co-optimization method for a distributed energy system combining multiple energy storages," Applied Energy, Elsevier, vol. 322(C).
    15. Guo, Junfei & Liu, Zhan & Yang, Bo & Yang, Xiaohu & Yan, Jinyue, 2022. "Melting assessment on the angled fin design for a novel latent heat thermal energy storage tube," Renewable Energy, Elsevier, vol. 183(C), pages 406-422.
    16. He, Fan & Bo, Renfei & Hu, Chenxi & Meng, Xi & Gao, Weijun, 2023. "Employing spiral fins to improve the thermal performance of phase-change materials in shell-tube latent heat storage units," Renewable Energy, Elsevier, vol. 203(C), pages 518-528.
    17. Pathak, Saurabh & Jain, Komal & Kumar, Prashant & Wang, Xu & Pant, R.P., 2019. "Improved thermal performance of annular fin-shell tube storage system using magnetic fluid," Applied Energy, Elsevier, vol. 239(C), pages 1524-1535.
    18. Kazemian, Arash & Khatibi, Meysam & Ma, Tao & Peng, Jinqing & Hongxing, Yang, 2023. "A thermal performance-enhancing strategy of photovoltaic thermal systems by applying surface area partially covered by solar cells," Applied Energy, Elsevier, vol. 329(C).
    19. Xiaoyu Xu & Chun Chang & Xinxin Guo & Mingzhi Zhao, 2023. "Experimental and Numerical Study of the Ice Storage Process and Material Properties of Ice Storage Coils," Energies, MDPI, vol. 16(14), pages 1-18, July.
    20. Behzadi, Amirmohammad & Holmberg, Sture & Duwig, Christophe & Haghighat, Fariborz & Ooka, Ryozo & Sadrizadeh, Sasan, 2022. "Smart design and control of thermal energy storage in low-temperature heating and high-temperature cooling systems: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).

    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:renene:v:195:y:2022:i:c:p:28-46. 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/renewable-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.