Fast and accurate thermal analysis of smartphone with dynamic power management using reduced order modeling

Sivasubramani Krishnaswamy, Palkesh Jain, M. Saeidi, Aniket Kulkarni, Ankit Adhiya, J. Harvest
{"title":"Fast and accurate thermal analysis of smartphone with dynamic power management using reduced order modeling","authors":"Sivasubramani Krishnaswamy, Palkesh Jain, M. Saeidi, Aniket Kulkarni, Ankit Adhiya, J. Harvest","doi":"10.1109/ITHERM.2017.7992482","DOIUrl":null,"url":null,"abstract":"Power saving techniques and associated thermal management are inevitable for present day smartphones. Smartphones employ thermal feedback (temperature at key locations) based dynamic power management strategies to maintain the system temperature in the desired range. It is challenging to simulate the thermal behavior of such a system as running a computational fluid dynamics system with control logic consumes significant time and computation resources. An efficient transient thermal model for smartphone simulation based on Linear Time Invariant (LTI) system is proposed in this paper. State space model developed based on LTI system can be used for transient thermal simulations with similar accuracy as full 3D transient CFD model but a significantly faster run time. The model generation process starts with computation fluid dynamics (CFD) results of a smartphone model. A state model is created which is very efficient and runs orders of magnitude faster. Extracted state space model can be used to check different variations of power control logics for a given smart phone design without the need to perform Full CFD analysis. In this paper, case study has been conducted to compare results from state space model with full CFD model for specific control logic.","PeriodicalId":387542,"journal":{"name":"2017 16th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 16th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITHERM.2017.7992482","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Power saving techniques and associated thermal management are inevitable for present day smartphones. Smartphones employ thermal feedback (temperature at key locations) based dynamic power management strategies to maintain the system temperature in the desired range. It is challenging to simulate the thermal behavior of such a system as running a computational fluid dynamics system with control logic consumes significant time and computation resources. An efficient transient thermal model for smartphone simulation based on Linear Time Invariant (LTI) system is proposed in this paper. State space model developed based on LTI system can be used for transient thermal simulations with similar accuracy as full 3D transient CFD model but a significantly faster run time. The model generation process starts with computation fluid dynamics (CFD) results of a smartphone model. A state model is created which is very efficient and runs orders of magnitude faster. Extracted state space model can be used to check different variations of power control logics for a given smart phone design without the need to perform Full CFD analysis. In this paper, case study has been conducted to compare results from state space model with full CFD model for specific control logic.
快速,准确的热分析智能手机与动态电源管理使用减少订单建模
节能技术和相关的热管理对于当今的智能手机来说是不可避免的。智能手机采用基于热反馈(关键位置的温度)的动态电源管理策略来保持系统温度在所需范围内。由于运行具有控制逻辑的计算流体动力学系统需要耗费大量的时间和计算资源,因此模拟此类系统的热行为具有一定的挑战性。提出了一种基于线性时不变(LTI)系统的智能手机瞬态热仿真模型。基于LTI系统建立的状态空间模型可用于瞬态热模拟,其精度与全三维瞬态CFD模型相似,但运行时间明显加快。模型生成过程从智能手机模型的计算流体力学(CFD)结果开始。创建一个状态模型,它非常高效,运行速度快了几个数量级。提取的状态空间模型可用于检查给定智能手机设计的功率控制逻辑的不同变化,而无需执行完整的CFD分析。本文通过实例研究,比较了状态空间模型与全CFD模型对具体控制逻辑的计算结果。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信