Convolution-Based Fast Thermal Model for 3-D-ICs: Transient Experimental Validation

被引:2
|
作者
Maggioni, Federica L. T.
Cherman, Vladimir [1 ]
Oprins, Herman [1 ]
Beyne, Eric [1 ]
De Wolf, Ingrid [2 ,3 ]
Baelmans, Martine [4 ]
机构
[1] IMEC, B-3001 Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Mat Engn, B-3001 Leuven, Belgium
[3] IMEC, B-3001 Leuven, Belgium
[4] Katholieke Univ Leuven, Dept Mech Engn, B-3001 Leuven, Belgium
来源
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY | 2017年 / 7卷 / 02期
关键词
Convolution; electronic packaging thermal management; fast thermal model (FTM); transient experimental validation; METHODOLOGY; PACKAGE;
D O I
10.1109/TCPMT.2016.2638829
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the transient experimental validation of the convolution-based fast thermal model (FTM) for 3-D integrated circuits is presented. The methodology is proven to be applicable to analyze the temperature evolution of real devices. A low-power package configuration with two different power dissipation scenarios, hotspot (HS) in the corner and HS in the center of the active region, has been considered for the validation. In this way, the importance of the package thermal impact on the definition of the final temperature profiles is highlighted. The error between the measurement and the FTM results remains always below 2.3 degrees C/W. Moreover, the model has been validated with respect to case studies concerning duty cycles of different durations. This proves the applicability of the model in defining the allowed duration of the chip activity before a maximum threshold temperature is reached. Finally, in this paper, the possibility to use a variable time-step approach in the transient FTM is presented together with the option of computing the temperature in individual points only. This is possible maintaining the same accuracy as if the fully resolved temperature maps would be calculated.
引用
收藏
页码:221 / 228
页数:8
相关论文
共 50 条
  • [41] Development and experimental validation of a texture-based 3D liberation model
    Guntoro, Pratama Istiadi
    Ghorbani, Yousef
    Parian, Mehdi
    Butcher, Alan R.
    Kuva, Jukka
    Rosenkranz, Jan
    MINERALS ENGINEERING, 2021, 164
  • [42] 3D thermal model and experimental validation of a low voltage three-phase busduct
    Delgado, F.
    Renedo, C. J.
    Ortiz, A.
    Fernandez, I.
    Santisteban, A.
    APPLIED THERMAL ENGINEERING, 2017, 110 : 1643 - 1652
  • [43] 3-D Thermal Component Model for Electrothermal Analysis of Multichip Power Modules With Experimental Validation
    Reichl, John
    Ortiz-Rodriguez, Jose M.
    Hefner, Allen
    Lai, Jih-Sheng
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2015, 30 (06) : 3300 - 3308
  • [44] A complete 3D thermal model for fast fuses
    Plesca, Adrian
    ICEFA 2007: EIGHTH INTERNATIONAL CONFERENCE ON ELECTRIC FUSES AND THEIR APPLICATIONS, PROCEEDINGS, 2007, : 79 - 85
  • [45] TSC-PCAC: Voxel Transformer and Sparse Convolution-Based Point Cloud Attribute Compression for 3D Broadcasting
    Guo, Zixi
    Zhang, Yun
    Zhu, Linwei
    Wang, Hanli
    Jiang, Gangyi
    IEEE TRANSACTIONS ON BROADCASTING, 2025, 71 (01) : 154 - 166
  • [46] Efficient Transient Thermal Simulation of 3D ICs with Liquid-Cooling and Through Silicon Vias
    Fourmigue, Alain
    Beltrame, Giovanni
    Nicolescu, Gabriela
    2014 DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE AND EXHIBITION (DATE), 2014,
  • [47] Development and experimental validation of a transient 2D numeric model for radiant walls
    Romani, Joaquim
    Cabeza, Luisa F.
    de Gracia, Alvaro
    RENEWABLE ENERGY, 2018, 115 : 859 - 870
  • [48] GCR-Net: 3D Graph convolution-based residual network for robust reconstruction in cerenkov luminescence tomography
    Li, Weitong
    Du, Mengfei
    Chen, Yi
    Wang, Haolin
    Su, Linzhi
    Yi, Huangjian
    Zhao, Fengjun
    Li, Kang
    Wang, Lin
    Cao, Xin
    JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2023, 16 (01)
  • [49] Design and FPGA implementation of fast convolution algorithm based on 3D-Winograd
    Lin K.
    Jiang H.
    Zhang Y.
    Cong R.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2021, 47 (09): : 1900 - 1907
  • [50] FAST THERMAL ANALYSIS OF VERTICALLY INTEGRATED CIRCUITS (3-D ICS) USING POWER BLURRING METHOD
    Park, Je-Hyoung
    Shakouri, Ali
    Kang, Sung-Mo
    IPACK 2009: PROCEEDINGS OF THE ASME INTERPACK CONFERENCE 2009, VOL 2, 2010, : 701 - 707