Optimal phase change material integration strategies for maximizing electronic device reliability

IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Applied Thermal Engineering Pub Date : 2025-05-15 Epub Date: 2025-01-24 DOI:10.1016/j.applthermaleng.2025.125736
Soonwook Kim , Hyeongkeun Kim , William P. King , Nenad Miljkovic
{"title":"Optimal phase change material integration strategies for maximizing electronic device reliability","authors":"Soonwook Kim ,&nbsp;Hyeongkeun Kim ,&nbsp;William P. King ,&nbsp;Nenad Miljkovic","doi":"10.1016/j.applthermaleng.2025.125736","DOIUrl":null,"url":null,"abstract":"<div><div>The reliability of electronic devices under transient heat loads is a critical challenge in modern electronics thermal management. Phase change materials (PCMs) offer effective transient thermal management for cyclic heat loads by buffering temperature fluctuations using their latent heat of phase change. However, the narrow operating temperature range offered by PCMs and complexities associated with melting and solidification make designing PCM-integrated thermal management systems a challenge. This study investigates the optimization of PCM-integrated heat sinks to maximize electronic device reliability. Using Gaussian process optimization coupled with an experimentally validated reduced-order model, key geometric parameters of a heat sink integrated with composite PCMs incorporating high thermal conductivity inclusions are optimized. The study evaluates various PCM heat sink geometries and their impact on device lifespan under varying heat dissipation pulse widths, duty cycles, and heat fluxes. Additionally, the influence of different PCM melting temperatures and external cooling methods, including air-cooled and liquid-cooled conditions are analyzed. The results demonstrate that while PCMs effectively buffer temperature swings, their effectiveness is highly sensitive to the device operating conditions such as the heat loss profile, and cooling strategy governed by the external cooling condition. External cooling significantly broadens the power range that PCM-assisted cooling can manage, accommodating heat loads from 0.5 W/cm<sup>2</sup> to 520 W/cm<sup>2</sup> under the investigated cooling conditions. With air-cooling, the optimized PCM-integrated heat sink demonstrates up to 83X higher expected lifetime compared to a pure copper heat sink having an optimized geometry, highlighting the substantial benefits of PCM-assisted cooling. We propose a design flow chart for PCM heat sink integration to guide the development of optimized thermal management systems. This work makes a significant contribution by directly linking the improved thermal performance of optimized PCM heat sink designs to the prediction of device lifetime across various operating conditions. We present an efficient methodology for identifying the conditions under which PCM integration provides the greatest benefit. These findings offer valuable insights for designing PCM-based thermal management systems, paving the way for improved longevity and performance in high-power electronic systems.</div></div>","PeriodicalId":8201,"journal":{"name":"Applied Thermal Engineering","volume":"267 ","pages":"Article 125736"},"PeriodicalIF":6.9000,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Thermal Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359431125003278","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/24 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

Abstract

The reliability of electronic devices under transient heat loads is a critical challenge in modern electronics thermal management. Phase change materials (PCMs) offer effective transient thermal management for cyclic heat loads by buffering temperature fluctuations using their latent heat of phase change. However, the narrow operating temperature range offered by PCMs and complexities associated with melting and solidification make designing PCM-integrated thermal management systems a challenge. This study investigates the optimization of PCM-integrated heat sinks to maximize electronic device reliability. Using Gaussian process optimization coupled with an experimentally validated reduced-order model, key geometric parameters of a heat sink integrated with composite PCMs incorporating high thermal conductivity inclusions are optimized. The study evaluates various PCM heat sink geometries and their impact on device lifespan under varying heat dissipation pulse widths, duty cycles, and heat fluxes. Additionally, the influence of different PCM melting temperatures and external cooling methods, including air-cooled and liquid-cooled conditions are analyzed. The results demonstrate that while PCMs effectively buffer temperature swings, their effectiveness is highly sensitive to the device operating conditions such as the heat loss profile, and cooling strategy governed by the external cooling condition. External cooling significantly broadens the power range that PCM-assisted cooling can manage, accommodating heat loads from 0.5 W/cm2 to 520 W/cm2 under the investigated cooling conditions. With air-cooling, the optimized PCM-integrated heat sink demonstrates up to 83X higher expected lifetime compared to a pure copper heat sink having an optimized geometry, highlighting the substantial benefits of PCM-assisted cooling. We propose a design flow chart for PCM heat sink integration to guide the development of optimized thermal management systems. This work makes a significant contribution by directly linking the improved thermal performance of optimized PCM heat sink designs to the prediction of device lifetime across various operating conditions. We present an efficient methodology for identifying the conditions under which PCM integration provides the greatest benefit. These findings offer valuable insights for designing PCM-based thermal management systems, paving the way for improved longevity and performance in high-power electronic systems.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
电子器件可靠性最大化的相变材料集成优化策略
电子器件在瞬态热负荷下的可靠性是现代电子热管理中的一个关键挑战。相变材料利用相变潜热缓冲温度波动,为循环热负荷提供了有效的瞬态热管理。然而,pcm提供的狭窄工作温度范围以及与熔化和凝固相关的复杂性使得设计集成pcm的热管理系统成为一项挑战。本研究探讨pcm集成散热片的优化,以最大限度地提高电子器件的可靠性。采用高斯过程优化与实验验证的降阶模型相结合的方法,对含高导热夹杂物的复合pcm散热器的关键几何参数进行了优化。该研究评估了各种PCM散热器几何形状及其在不同散热脉冲宽度、占空比和热通量下对器件寿命的影响。此外,还分析了不同的PCM熔化温度和外部冷却方式(包括风冷和液冷)的影响。结果表明,虽然pcm可以有效地缓冲温度波动,但其有效性对器件运行条件(如热损失分布)和由外部冷却条件控制的冷却策略高度敏感。在所研究的冷却条件下,外部冷却显着拓宽了pcm辅助冷却可以管理的功率范围,可容纳从0.5 W/cm2到520 W/cm2的热负荷。通过空气冷却,与具有优化几何形状的纯铜散热器相比,优化后的pcm集成散热器的预期寿命提高了83倍,突出了pcm辅助冷却的巨大优势。我们提出了一个PCM散热器集成的设计流程图,以指导优化热管理系统的开发。这项工作通过直接将优化后的PCM散热器设计的改进热性能与各种操作条件下器件寿命的预测联系起来,做出了重大贡献。我们提出了一种有效的方法来确定PCM集成提供最大利益的条件。这些发现为设计基于pcm的热管理系统提供了有价值的见解,为提高大功率电子系统的使用寿命和性能铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Applied Thermal Engineering
Applied Thermal Engineering 工程技术-工程:机械
CiteScore
11.30
自引率
15.60%
发文量
1474
审稿时长
57 days
期刊介绍: Applied Thermal Engineering disseminates novel research related to the design, development and demonstration of components, devices, equipment, technologies and systems involving thermal processes for the production, storage, utilization and conservation of energy, with a focus on engineering application. The journal publishes high-quality and high-impact Original Research Articles, Review Articles, Short Communications and Letters to the Editor on cutting-edge innovations in research, and recent advances or issues of interest to the thermal engineering community.
期刊最新文献
Design and experimental research of novel integrated hydrogen tail nozzle heat exchanger Advanced thermal management scheme enhancing heat dissipation of line-replaceable modules Effect of calcium carbonate impurities on pressure rebound of superheated water in a 17-L vessel under different relief conditions Development of a micro-CHP system combining a downdraft biomass gasifier and a Stirling engine Experimental investigation and predictive correlation on agglomeration formation during fuel-coolant interactions
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1