2022
DOI: 10.3390/mi13060918
|View full text |Cite
|
Sign up to set email alerts
|

Research on Intelligent Distribution of Liquid Flow Rate in Embedded Channels for Cooling 3D Multi-Core Chips

Abstract: A numerical simulation model of embedded liquid microchannels for cooling 3D multi-core chips is established. For the thermal management problem when the operating power of a chip changes dynamically, an intelligent method combining BP neural network and genetic algorithm is used for distribution optimization of coolant flow under the condition with a fixed total mass flow rate. Firstly, a sample point dataset containing temperature field information is obtained by numerical calculation of convective heat tran… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
3
1

Citation Types

0
2
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
7

Relationship

2
5

Authors

Journals

citations
Cited by 7 publications
(4 citation statements)
references
References 32 publications
0
2
0
Order By: Relevance
“…The results demonstrate that the chip designed with the GT-TTSV heat dissipation structure exhibits better heat dissipation effectiveness, higher current carrying capacity, and better reliability compared to chips utilizing back thinning technology in similar conditions. Compared to other heat dissipation structures [7][8][9][10][11][12][13][14][15][16][17][18][19][20], the structure proposed in this paper that embeds heat dissipation through silicon vias on the back of the chip, effectively reduces the size and weight of the system.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…The results demonstrate that the chip designed with the GT-TTSV heat dissipation structure exhibits better heat dissipation effectiveness, higher current carrying capacity, and better reliability compared to chips utilizing back thinning technology in similar conditions. Compared to other heat dissipation structures [7][8][9][10][11][12][13][14][15][16][17][18][19][20], the structure proposed in this paper that embeds heat dissipation through silicon vias on the back of the chip, effectively reduces the size and weight of the system.…”
Section: Discussionmentioning
confidence: 99%
“…Therefore, a heat dissipation structure is needed to improve the reliability, power density, and integration of power chips. Many researches are carried out on the thermal management of electronic devices under high heat flux, using microchannel heat sink [7][8][9][10][11][12][13], metal foam heat sink [14,15], and optimizing chip layout [16] to improve the chip cooling capacity. Both microchannel heat sink and metal foam heat sink achieve chip cooling by adding additional heat dissipation structures, resulting in additional manufacturing costs and even incompatibility with semiconductor processes [17][18][19].…”
Section: Introductionmentioning
confidence: 99%
“…Among them, the embedded heat sink cooling technology shortens the heat dissipation path of the chip from “chip-TIM-packing-shell-TIM-heat sink” to “chip-heat sink-working fluid”, that is, it bypasses the chip packaging and directly cools the hotspot of the chip [ 16 ], effectively coping with the more severe heat dissipation challenge caused by the surge during chip integration. Therefore, the research on embedded liquid cooling heat sinks has aroused extensive interest from many scholars, both at home and abroad [ 17 , 18 , 19 , 20 , 21 , 22 , 23 , 24 , 25 , 26 ].…”
Section: Introductionmentioning
confidence: 99%
“…Scholars worldwide have carried out a substantial amount of research on microchiplevel cooling technology [5][6][7][8][9][10][11][12][13]. Ansari et al [14] proposed a hybrid micro-heat sink for cooling microprocessors with non-uniform heat generation.…”
Section: Introductionmentioning
confidence: 99%