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Dynamic modelling and performance prediction of a novel direct-expansion ice thermal storage system based multichannel flat tube evaporator plus micro heat pipe arrays storage module

Author

Listed:
  • Liu, Zichu
  • Quan, Zhenhua
  • Zhao, Yaohua
  • Zhang, Wanlin
  • Yang, Mingguang
  • Shi, Junzhang
  • Bai, Ze

Abstract

Direct-expansion ice thermal storage (DX-ITS) system can improve the energy efficiency ratio (EER) by integrating the evaporator and the storage module. In this paper, a dynamic model for a DX-ITS system is developed to predict system behavior. This system consists of multichannel flat tube evaporator plus micro heat pipe arrays storage module, a 4-HP compressor using R134a, an air-cooled condenser with 40 m2 area and an electronic expansion valve. On this basis, the influences of the condenser's cooled-air temperature, cooled-air flow rate, and compressor speed on the system energy and thermodynamics performance are studied. Results show that the EER and the charging power could reach 2.24 and 5.41 kW, respectively, under cooled-air temperature, cooled-air flow rate, and compressor speed of 28.5 °C, 4660 m3/h, and 1450 rpm. The exergy efficiency is more sensitive to cooled-air temperature, which decreases by 22.48% from 11.52% to 8.93% as the cooled-air temperature increases from 18 °C to 35.5 °C. Moreover, the compressor has the highest exergy destruction ratio of 40%–55% in the exergy analysis of the system component, while the condenser has the lowest exergy destruction ratio of 7%–15%, indicating that optimizing the compressor is the key to improving the system's performance.

Suggested Citation

  • Liu, Zichu & Quan, Zhenhua & Zhao, Yaohua & Zhang, Wanlin & Yang, Mingguang & Shi, Junzhang & Bai, Ze, 2023. "Dynamic modelling and performance prediction of a novel direct-expansion ice thermal storage system based multichannel flat tube evaporator plus micro heat pipe arrays storage module," Renewable Energy, Elsevier, vol. 217(C).
  • Handle: RePEc:eee:renene:v:217:y:2023:i:c:s0960148123010674
    DOI: 10.1016/j.renene.2023.119153
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    as
    1. Ahn, Jae Hwan & Kim, Hoon & Jeon, Yongseok & Kwon, Ki Hyun, 2022. "Performance characteristics of mobile cooling system utilizing ice thermal energy storage with direct contact discharging for a refrigerated truck," Applied Energy, Elsevier, vol. 308(C).
    2. 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.
    3. Li, Guoliang & Han, Youhua & Li, Ming & Luo, Xi & Xu, Yongfeng & Wang, Yunfeng & Zhang, Ying, 2021. "Study on matching characteristics of photovoltaic disturbance and refrigeration compressor in solar photovoltaic direct-drive air conditioning system," Renewable Energy, Elsevier, vol. 172(C), pages 1145-1153.
    4. Liang, Ruobing & Zhou, Chao & Zhang, Jili & Chen, Jianquan & Riaz, Ahmad, 2020. "Characteristics analysis of the photovoltaic thermal heat pump system on refrigeration mode: An experimental investigation," Renewable Energy, Elsevier, vol. 146(C), pages 2450-2461.
    5. Yang, Liu & Weng, Wenbing & Deng, Shiming, 2020. "A modeling study on a direct expansion based air conditioner having a two-sectioned cooling coil," Applied Energy, Elsevier, vol. 278(C).
    6. Varvagiannis, Efstratios & Charalampidis, Antonios & Zsembinszki, Gabriel & Karellas, Sotirios & Cabeza, Luisa F., 2021. "Energy assessment based on semi-dynamic modelling of a photovoltaic driven vapour compression chiller using phase change materials for cold energy storage," Renewable Energy, Elsevier, vol. 163(C), pages 198-212.
    7. Iten, Muriel & Liu, Shuli & Shukla, Ashish, 2018. "Experimental validation of an air-PCM storage unit comparing the effective heat capacity and enthalpy methods through CFD simulations," Energy, Elsevier, vol. 155(C), pages 495-503.
    8. Yan, Chengchu & Wang, Fengling & Pan, Yan & Shan, Kui & Kosonen, Risto, 2020. "A multi-timescale cold storage system within energy flexible buildings for power balance management of smart grids," Renewable Energy, Elsevier, vol. 161(C), pages 626-634.
    9. Hosseinzadeh, Kh. & Moghaddam, M.A. Erfani & Asadi, A. & Mogharrebi, A.R. & Ganji, D.D., 2020. "Effect of internal fins along with Hybrid Nano-Particles on solid process in star shape triplex Latent Heat Thermal Energy Storage System by numerical simulation," Renewable Energy, Elsevier, vol. 154(C), pages 497-507.
    10. Yu, Xiaohui & Guo, Zhonglian & Gao, Zhi & Yang, Bin & Ma, Xiuqin & Dong, Shengming, 2023. "Thermodynamic investigation of a direct-expansion solar assisted heat pump with evacuated tube collector-evaporator," Renewable Energy, Elsevier, vol. 206(C), pages 418-427.
    11. Song, Zhiying & Ji, Jie & Zhang, Yuzhe & Cai, Jingyong & Li, Zhaomeng, 2022. "Experimental and numerical investigation on a photovoltaic heat pump with two condensers: A micro-channel heat pipe/thermoelectric generator condenser and a submerged coil condenser," Energy, Elsevier, vol. 242(C).
    12. Song, Zhiying & Ji, Jie & Zhang, Yuzhe & Cai, Jingyong, 2023. "Performance improvement and comparison analysis of the hybrid concentrated dual-source heat pump system regarding proper throttling process," Renewable Energy, Elsevier, vol. 206(C), pages 24-38.
    13. 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).
    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. Cai, Jingyong & Ji, Jie & Wang, Yunyun & Huang, Wenzhu, 2016. "Numerical simulation and experimental validation of indirect expansion solar-assisted multi-functional heat pump," Renewable Energy, Elsevier, vol. 93(C), pages 280-290.
    16. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
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