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Optimization of melting performance of a heat storage tank under rotation conditions: Based on taguchi design and response surface method

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  • Huang, Xinyu
  • Li, Fangfei
  • Li, Yuanji
  • Meng, Xiangzhao
  • Yang, Xiaohu
  • Sundén, Bengt

Abstract

The melting performance of a rotating triplex-tube latent heat thermal energy storage unit is studied by numerical simulation method. The Taguchi design and response surface method are applied to its optimized design. Firstly, the Taguchi design method is used to quantitatively reveal the specific effects of fin distribution, fin number, and fin material on the melting performance of the unit. Compared with all-inner tube-fin or all-outer tube-fin structures, the melting time of alternating inside and outside fin structures is shortened by 52.64% and 32.42%, the average heat absorption rate is greatly increased by 105.56% and 47.26%, and the total heat is reduced by 2.64% and 2.17%, respectively. Then, the response surface method is applied to the eight alternating fins obtained by the Taguchi design, and the effects of fin length, width, and rotation angle on the melting time and average heat absorption rate of the unit are studied. Compared with the original structure, the optimal structure reduces the total melting time by 7.37% and increases the average heat absorption rate by 7.23%. The geometric parameters’ interaction with the relevant target response is studied, and the corresponding fluid-structure interaction equation is fitted. Finally, the melt growth phenomenon near the wall is found in the initial melting stage of the optimized model by mechanism analysis.

Suggested Citation

  • Huang, Xinyu & Li, Fangfei & Li, Yuanji & Meng, Xiangzhao & Yang, Xiaohu & Sundén, Bengt, 2023. "Optimization of melting performance of a heat storage tank under rotation conditions: Based on taguchi design and response surface method," Energy, Elsevier, vol. 271(C).
  • Handle: RePEc:eee:energy:v:271:y:2023:i:c:s0360544223004942
    DOI: 10.1016/j.energy.2023.127100
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    as
    1. Bai, Xiao-Shuai & Yang, Wei-Wei & Tang, Xin-Yuan & Yang, Fu-Sheng & Jiao, Yu-Hang & Yang, Yu, 2021. "Optimization of tree-shaped fin structures towards enhanced absorption performance of metal hydride hydrogen storage device: A numerical study," Energy, Elsevier, vol. 220(C).
    2. Khalil Anwar, M. & Yilbas, B.S. & Shuja, S.Z., 2016. "A thermal battery mimicking a concentrated volumetric solar receiver," Applied Energy, Elsevier, vol. 175(C), pages 16-30.
    3. Costa, Sol Carolina & Kenisarin, Murat, 2022. "A review of metallic materials for latent heat thermal energy storage: Thermophysical properties, applications, and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    4. 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.
    5. Feng, Zongbao & Wu, Xianguo & Chen, Hongyu & Qin, Yawei & Zhang, Limao & Skibniewski, Miroslaw J., 2022. "An energy performance contracting parameter optimization method based on the response surface method: A case study of a metro in China," Energy, Elsevier, vol. 248(C).
    6. Mahdi, Jasim M. & Nsofor, Emmanuel C., 2017. "Melting enhancement in triplex-tube latent heat energy storage system using nanoparticles-metal foam combination," Applied Energy, Elsevier, vol. 191(C), pages 22-34.
    7. Huang, Xinyu & Li, Fangfei & Xiao, Tian & Guo, Junfei & Wang, Fan & Gao, Xinyu & Yang, Xiaohu & He, Ya-Ling, 2023. "Investigation and optimization of solidification performance of a triplex-tube latent heat thermal energy storage system by rotational mechanism," Applied Energy, Elsevier, vol. 331(C).
    8. Dhaidan, Nabeel S. & Khodadadi, J.M., 2015. "Melting and convection of phase change materials in different shape containers: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 449-477.
    9. 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.
    10. Mahdi, Jasim M. & Nsofor, Emmanuel C., 2018. "Solidification enhancement of PCM in a triplex-tube thermal energy storage system with nanoparticles and fins," Applied Energy, Elsevier, vol. 211(C), pages 975-986.
    11. Hong, Ying-Yi & Beltran, Angelo A. & Paglinawan, Arnold C., 2018. "A robust design of maximum power point tracking using Taguchi method for stand-alone PV system," Applied Energy, Elsevier, vol. 211(C), pages 50-63.
    12. Kurnia, Jundika C. & Sasmito, Agus P., 2018. "Numerical investigation of heat transfer performance of a rotating latent heat thermal energy storage," Applied Energy, Elsevier, vol. 227(C), pages 542-554.
    13. Reji Kumar, R. & Samykano, M. & Pandey, A.K. & Kadirgama, K. & Tyagi, V.V., 2020. "Phase change materials and nano-enhanced phase change materials for thermal energy storage in photovoltaic thermal systems: A futuristic approach and its technical challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    14. Zhao, B.C. & Li, T.X. & Gao, J.C. & Wang, R.Z., 2020. "Latent heat thermal storage using salt hydrates for distributed building heating: A multi-level scale-up research," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    15. Yıldız, Çağatay & Arıcı, Müslüm & Nižetić, Sandro & Shahsavar, Amin, 2020. "Numerical investigation of natural convection behavior of molten PCM in an enclosure having rectangular and tree-like branching fins," Energy, Elsevier, vol. 207(C).
    16. Guo, Junfei & Liu, Zhan & Du, Zhao & Yu, Jiabang & Yang, Xiaohu & Yan, Jinyue, 2021. "Effect of fin-metal foam structure on thermal energy storage: An experimental study," Renewable Energy, Elsevier, vol. 172(C), pages 57-70.
    17. Li, Gang, 2016. "Sensible heat thermal storage energy and exergy performance evaluations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 897-923.
    18. Ma, Xiaowei & Zhang, Quan & Zou, Sikai, 2022. "An experimental and numerical study on the thermal performance of a loop thermosyphon integrated with latent thermal energy storage for emergency cooling in a data center," Energy, Elsevier, vol. 253(C).
    19. Liu, Zhan & Liu, Zihui & Guo, Junfei & Wang, Fan & Yang, Xiaohu & Yan, Jinyue, 2022. "Innovative ladder-shaped fin design on a latent heat storage device for waste heat recovery," Applied Energy, Elsevier, vol. 321(C).
    20. Mahdi, Jasim M. & Nsofor, Emmanuel C., 2017. "Solidification enhancement in a triplex-tube latent heat energy storage system using nanoparticles-metal foam combination," Energy, Elsevier, vol. 126(C), pages 501-512.
    21. Yao, Shouguang & Huang, Xinyu, 2021. "Study on solidification performance of PCM by longitudinal triangular fins in a triplex-tube thermal energy storage system," Energy, Elsevier, vol. 227(C).
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    Cited by:

    1. Huang, Xinyu & Li, Fangfei & Xiao, Tian & Li, Yuanji & Yang, Xiaohu & He, Ya-Ling, 2023. "Structural optimization of melting process of a latent heat energy storage unit and application of flip mechanism," Energy, Elsevier, vol. 280(C).
    2. Tao Ning & Xinyu Huang & Junwei Su & Xiaohu Yang, 2023. "Design and Research of Heat Storage Enhancement by Innovative Wave Fin in a Hot Water–Oil-Displacement System," Sustainability, MDPI, vol. 15(22), pages 1-17, November.

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