Investigation on the Performance Prediction of Microchannel Heat Sink Based on Machine Learning Approach

被引：0
|
作者：
Yang, Min [1 ]
Liu, Yuanbin [2 ]
Yu, Xingang [1 ]
Miao, Jianyin [1 ]
Che, Bangxiang [1 ]
Ma, Jing [1 ]
Cao, Bingyang [2 ]
机构：
[1] Beijing Key Laboratory of Space Thermal Control Technology, Beijing Institute of Spacecraft System Engineering, China Academy of Space Technology, Beijing,100094, China
[2] Key Laboratory for Thermal Science and Power Engineering, Ministry of Education, School of Aerospace Engineering, Tsinghua University, Beijing,100084, China
来源：
Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics | 2023年 / 44卷 / 06期
关键词：
Heat resistance;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1704 / 1708
相关论文
共 50 条
  • [31] Thermal performance of the multilayered honeycomb microchannel heat sink
    Liu, Yonglu
    Luo, Xiaobing
    Liu, Wei
    Huang, Zhifeng
    ICEET: 2009 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT TECHNOLOGY, VOL 1, PROCEEDINGS, 2009, : 487 - 490
  • [32] On the assessment of the thermal performance of microchannel heat sink with nanofluid
    Ho, C. J.
    Peng, Jian-Kai
    Yang, Tien-Fu
    Rashidi, Saman
    Yan, Wei-Mon
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2023, 201
  • [33] Performance Analysis of Heat Sink with Different Microchannel Orientations
    Jadhav, Subhash, V
    Kale, Sachin M.
    Kashid, Dattatray T.
    Kakade, Sunil S.
    Gavali, Sachin R.
    Shinde, Subhash D.
    TECHNO-SOCIETAL 2018: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SOCIETAL APPLICATIONS - VOL 2, 2020, : 367 - 376
  • [34] PERFORMANCE OF A MULTI-STACK MICROCHANNEL HEAT SINK
    Sharif, Nik Mohamad
    Ghazali, Normah Mohd
    JURNAL TEKNOLOGI, 2016, 78 (10-2): : 61 - 68
  • [35] Performance analysis of microchannel heat sink with ribbed pinfins
    Alam, Mahmood
    Khan, Mohammad Nawaz
    Ansari, Danish
    Rasheed, Kamran
    Bharti, Prem Kumar
    Dwivedi, Abhishek
    INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW, 2024, 109
  • [36] Analysis of microchannel heat sink performance using nanofluids
    Chein, RY
    Huang, GM
    APPLIED THERMAL ENGINEERING, 2005, 25 (17-18) : 3104 - 3114
  • [37] Numerical optimization of the thermal performance of a microchannel heat sink
    Ryu, JH
    Choi, DH
    Kim, SJ
    INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2002, 45 (13) : 2823 - 2827
  • [38] A Machine Learning Approach for the Performance Prediction of GCHPs with Horizontal Ground Heat Exchangers
    Zhou, Yu
    Narsilio, Guillermo
    Makasis, Nicolas
    Aye, Lu
    GEOTECHNICAL ENGINEERING IN THE XXI CENTURY: LESSONS LEARNED AND FUTURE CHALLENGES, 2019, : 2887 - 2889
  • [39] Numerical Investigation of Microchannel Heat Sink with Trefoil Shape Ribs
    Ali, Sadiq
    Ahmad, Faraz
    Akhtar, Kareem
    Habib, Numan
    Aamir, Muhammad
    Giasin, Khaled
    Vafadar, Ana
    Pimenov, Danil Yurievich
    ENERGIES, 2021, 14 (20)
  • [40] Machine learning-based prediction of heat transport performance in oscillating heat pipe
    Koyama, Ryo
    Inokuma, Kento
    Murata, Akira
    Iwamoto, Kaoru
    Saito, Hiroshi
    JOURNAL OF THERMAL SCIENCE AND TECHNOLOGY, 2022, 17 (01)
12345