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Membrane-based liquid cooling strategy enabling sustainable high-heat-flux thermal management

Author

Listed:
  • Sui, Zengguang
  • Liu, Tiantian
  • Lin, Haosheng
  • Zhang, Bobo
  • Dong, Kaijun
  • Pan, Yangyang
  • Wen, Yuting
  • Wu, Wei

Abstract

Liquid cooling is widely recognized for its high thermal efficiency and compact structure in thermal management applications, but it faces challenges in dissipating heat effectively at low flow velocities. This study proposes a novel membrane-based mini-channel heat sink (MMHS) using a hygroscopic fluid, which enhances cooling performance through combined convective and evaporation heat transfer while offering water-saving benefits via self-replenishing moisture absorption. To further improve heat and mass transfer, an inclined grooved structure (EMMHS) was designed to induce transverse swirling and promote internal mixing. Through experimentally validated CFD models, numerical simulations were conducted to investigate the effects of inlet velocity (0.1−0.9 m/s) and channel length (30−50 mm) on thermal and hydraulic performance. Results indicate that MMHS achieves expected evaporation cooling power, contributing 19.3 % of total heat flux at 0.1 m/s, and this value is 26.8 % for EMMHS. For a channel length of 50 mm, EMMHS increases the Nusselt number by 183.0 %, with evaporation cooling power contributing 45.9 % of the total heat flux, enabling a performance evaluation criterion of 2.5. The membrane-based thermal management strategy can keep future 1 nm chips below ∼353 K under a high heat flux of 200 W/cm2, requiring only ultra-low pumping power of 2.3 mW. This work demonstrates the potential of MMHS and EMMHS in addressing thermal management challenges, providing a promising solution for efficient cooling in high-heat-flux applications.

Suggested Citation

  • Sui, Zengguang & Liu, Tiantian & Lin, Haosheng & Zhang, Bobo & Dong, Kaijun & Pan, Yangyang & Wen, Yuting & Wu, Wei, 2025. "Membrane-based liquid cooling strategy enabling sustainable high-heat-flux thermal management," Energy, Elsevier, vol. 341(C).
  • Handle: RePEc:eee:energy:v:341:y:2025:i:c:s0360544225050558
    DOI: 10.1016/j.energy.2025.139413
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    1. Jian Peng & Bili Chen & Zhichang Wang & Jing Guo & Binghui Wu & Shuqiang Hao & Qinghua Zhang & Lin Gu & Qin Zhou & Zhi Liu & Shuqin Hong & Sifan You & Ang Fu & Zaifa Shi & Hao Xie & Duanyun Cao & Chan, 2020. "Surface coordination layer passivates oxidation of copper," Nature, Nature, vol. 586(7829), pages 390-394, October.
    2. Zhang, Yingbo & Tang, Hong & Li, Hangxin & Wang, Shengwei, 2025. "Integration and interaction of next-generation AI-focused data centers with smart grids and district energy systems: The state-of-the-art, opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
    3. Sui, Zengguang & Wu, Wei, 2023. "AI-assisted maldistribution minimization of membrane-based heat/mass exchangers for compact absorption cooling," Energy, Elsevier, vol. 263(PC).
    4. Zhai, Chong & Wu, Wei & Coronas, Alberto, 2021. "Membrane-based absorption cooling and heating: Development and perspectives," Renewable Energy, Elsevier, vol. 177(C), pages 663-688.
    5. Hajialibabaei, Mahsa & Saghir, M.Ziad & Dincer, Ibrahim & Bicer, Yusuf, 2024. "Optimization of heat dissipation in novel design wavy channel heat sinks for better performance," Energy, Elsevier, vol. 297(C).
    6. Kong, Rui & Zhang, Hainan & Tang, Mingsheng & Zou, Huiming & Tian, Changqing & Ding, Tao, 2024. "Enhancing data center cooling efficiency and ability: A comprehensive review of direct liquid cooling technologies," Energy, Elsevier, vol. 308(C).
    7. Sui, Zengguang & Sui, Yunren & Wu, Wei, 2022. "Multi-objective optimization of a microchannel membrane-based absorber with inclined grooves based on CFD and machine learning," Energy, Elsevier, vol. 240(C).
    8. Ao, Ci & Zhou, Nan & Xu, Bo & Chen, Zhenqian, 2025. "Micrometer-scale composite pin-fin diamond microchannel heat sink for near-10-kilowatt-level chip thermal management," Energy, Elsevier, vol. 333(C).
    9. Sui, Zengguang & Wu, Wei, 2022. "A comprehensive review of membrane-based absorbers/desorbers towards compact and efficient absorption refrigeration systems," Renewable Energy, Elsevier, vol. 201(P1), pages 563-593.
    10. Remco Erp & Reza Soleimanzadeh & Luca Nela & Georgios Kampitsis & Elison Matioli, 2020. "Co-designing electronics with microfluidics for more sustainable cooling," Nature, Nature, vol. 585(7824), pages 211-216, September.
    11. Zhang, Chengbin & Wang, Huijuan & Huang, Yongping & Zhang, Liangliang & Chen, Yongping, 2025. "Immersion liquid cooling for electronics: Materials, systems, applications and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
    12. Zohora, Fatema-Tuj & Akter, Farzana & Haque, Md. Araful & Chowdhury, Nabil Mohammad & Haque, Mohammad Rejaul, 2024. "A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction," Energy, Elsevier, vol. 307(C).
    13. Chen, Haopeng & Zhang, Tianshi & Gao, Qing & Lv, Jianwei & Chen, Haibo & Huang, Haizhen, 2025. "Thermal management enhancement of electronic chips based on novel technologies," Energy, Elsevier, vol. 316(C).
    14. Arshi Banu, P.S. & Sudharsan, N.M., 2018. "Review of water based vapour absorption cooling systems using thermodynamic analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3750-3761.
    15. Kong, Deheng & Zhou, Sai & Fan, Mingjing & Sun, Wei & Wang, Dechang & He, Guogeng, 2025. "Prediction and performance evaluation of low-GWP refrigerant/organic solvent working pairs in absorption refrigeration system," Energy, Elsevier, vol. 328(C).
    16. Xia, Yang & Chen, Li & Luo, Jiwang & Tao, Wenquan, 2023. "Numerical investigation of microchannel heat sinks with different inlets and outlets based on topology optimization," Applied Energy, Elsevier, vol. 330(PA).
    17. Sui, Yunren & Ding, Zhixiong & Sui, Zengguang & Lin, Haosheng & Li, Fuxiang & Wu, Wei, 2025. "Seasonal Thermochemical Energy Storage with Affordable and High-Energy-Density Deep Eutectic Solvents," Applied Energy, Elsevier, vol. 386(C).
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