Application analysis of efficient heat dissipation of electronic equipment based on flexible nanocomposites

Yang, Dongsheng; Yao, Qi; Jia, Mintao; Wang, Jun; Zhang, Lixin; Xu, Yun; Qu, Xi

doi:10.1016/j.enbenv.2020.07.008

Cited by 20 publications

(7 citation statements)

References 12 publications

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“…The importance of heat dissipation has been emphasized for many applications, such as electronic devices, LEDs, power modules, and automobiles because heat accumulation shortens the lifetime of the devices, lowers efficiency, and causes malfunction of equipment due to thermal stress and thermal expansion ( Chung et al., 2009 ; Yang et al., 2021 ). Generally, heat generation per unit volume in electronic devices rapidly increases as the devices become miniaturized and highly integrated ( Cinchetti et al., 2017 ; Zhou et al., 2007 ).…”

Section: Introductionmentioning

confidence: 99%

3D Printable concentrated liquid metal composite with high thermal conductivity

et al. 2021

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Summary Heat dissipation materials in which fillers are dispersed in a polymer matrix typically do not exhibit both high thermal conductivity ( k ) and processability due to a trade-off. In this paper, we fabricate heat dissipation composites which overcome the trade-off using liquid metal (LM). By exceeding the conventional filler limit, ten times higher k is achieved for a 90 vol% LM composite compared with k of 50 vol% LM composite. Further, an even higher k is achieved by introducing h-BN between the LM droplets, and the highest k in this study was 17.1 W m −1 K −1 . The LM composite is processable at room temperature and used as inks for 3D printing. This combination of high k and processability not only allows heat dissipation materials to be processed on demand under ambient conditions but it also increases the surface area of the LM composite, which enables rapid heat dissipation.

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Section: Introductionmentioning

confidence: 99%

3D Printable concentrated liquid metal composite with high thermal conductivity

et al. 2021

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“…Heat dissipation materials, including heat sinks, thermal pads, thermal paste, fans, and ventilation systems, play a crucial role in managing thermal energy generated during operation. By dissipating excess heat, these components prevent overheating and ensure optimal performance and reliability of networking hardware [30]. Power supplies and batteries furnish the electrical energy required to power networking devices, comprising AC/DC power adapters, power cables, uninterruptible power supplies (UPS), batteries, and backup power systems.…”

Section: Supply Chain Day-to-day Tasks While Building the Next Genera...mentioning

confidence: 99%

Enhancing Supply Chain Efficiency to Build Next-Gen Artificial Intelligence (AI)/Machine Learning Network Through Al-Driven Forecasting

Krishnan,

Khastgir

2024

IJSCM

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The networking hardware industry is characterized by unique challenges when it comes to supply chain management. These include unpredictable demand patterns, complex logistics, besides disruptions caused by rapid technological advancements. This paper explores the integration of artificial intelligence (AI) into forecasting methodologies to enhance supply chain efficiency within the sector. Application of AI-driven forecasting models can help organizations improve demand predictions, refine inventory management, and streamline logistical operations. Drawing on recent research and industry practices, this article highlights the transformative impact of AI on supply chain efficiency and offers insights into best implementation practices. Furthermore, the research investigates the intersection of AI and networking hardware supply chain management, focusing on leveraging AI to analyze hardware failure patterns and interpret hardware-generated alarms and interrupts. By harnessing analytical capabilities of AI, modern organizations can extract actionable insights to reduce failure rates and enhance supply chain forecasting accuracy. This innovative approach enables more effective anticipation and preparation for hardware failures, optimizing spare part inventory management and minimizing the need for costly return merchandise authorizations (RMAs).

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“…However, these thermoregulation technologies usually restrict the mobility of the human body because of the heavy and complex wearable devices. Both the thermal regulation of human bodies and batteries can merely provide cooling or heating separately, but cooling and heating are usually simultaneously required under various conditions in many scenarios ( Chen et al., 2020f ; Ci et al., 2019 ; D'Alessandro et al., 2018 ; Waqas et al., 2018 ; Yan et al., 2021 ; Yang et al., 2021 ). In addition, thermal regulation needs to consider the diverse requirements of individuals, which can improve personal thermal comfort.…”

Section: Introductionmentioning

confidence: 99%