A Multilevel-Multiphysics modeling and simulation approach for multichip electronics

IF 6.9 2区 工程技术 Q2 ENERGY & FUELS Applied Thermal Engineering Pub Date : 2025-05-01 Epub Date: 2025-01-25 DOI:10.1016/j.applthermaleng.2025.125738
Xiaoming Zhou , Yongchao Liu , Manthar Ali , Min He
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Abstract

Thermo-mechanical and thermo-electro modeling and simulation (M&S) are commonly demanded in the development of electronic systems. However, such work is often difficult and time consuming because of the scale difference among multilevel domains, especially for the multichip electronics where there are a lot of repeating details. Usually, simplified models, which suppress multiscale features, have to be used to make a compromise. In this work, a multilevel-multiphysics M&S approach is presented to address the need for efficient multiphysics modeling of multichip electronics as well as better characterization the interaction among multilevel domains. An open-source platform, Multiphysics Object Oriented Simulation Environment (MOOSE), is used to as an enable tool because of its multiphysics M&S ability as well as the flexible data transferring functions. Prior to simulation, a multichip system is divided into different levels of domains, which are meshed separately to avoid multiscale feature in each model. Then the inherent thermal, electrical and mechanical behaviors of each level of domains, as well as the interactions with the other levels of domains, are modeled and described with a separate MOOSE app. The prepared apps provide a library of pluggable blocks in the following work. To perform simulation for a specific system, a set of apps are loaded on demand. First, the top-level app, i.e., the main app, is loaded and calls a series of sub apps at given positions and simultaneously initiates two-way interface data transferring between them. Further, each sub app may call its sub-sub apps. By such level-by-level calling, the multilevel models are integrated. A two-way data exchange strategy is proposed and the fixed-point iteration algorithms are used to guarantee data continuity across the interfaces. Notably, the repeating details (e.g., the same type of chips/modules on a board) can be modeled easily by calling the same sub app at multiple positions. Moreover, the pluggable architecture makes the multilevel models be readily reconfigurable, and thus provides valuable flexibility for co-design and development iteration. A prototype with a board and 16 thermal testing chips has been simulated and tested for verification and validation of the approach, and the results demonstrated favorable accuracy and efficiency. Further, the approach was applied to a practical phased array antenna, which contains 63 transmit/receive modules and 189 power amplifiers. Complete and detailed thermomechanical results were successfully obtained with good data consistency from the whole antenna to each chip, suggesting the presented approach enables effective multilevel-multiphysics M&S for such complicated multichip electronics.
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多芯片电子学的多层次多物理场建模与仿真方法
热机械和热电建模和仿真(M&;S)在电子系统的开发中是普遍需要的。然而,由于多层域之间的尺度差异,这种工作往往是困难和耗时的,特别是对于多芯片电子产品,其中有很多重复的细节。通常,简化模型会抑制多尺度特征,因此必须做出妥协。在这项工作中,提出了一种多层多物理场M&;S方法,以解决对多芯片电子产品的高效多物理场建模的需求,以及更好地表征多层域之间的相互作用。多物理场面向对象仿真环境(MOOSE)是一个开源平台,由于其多物理场仿真能力和灵活的数据传输功能而被用作启用工具。在仿真之前,将多芯片系统划分为不同层次的域,分别进行网格划分,以避免每个模型存在多尺度特征。然后,用一个单独的MOOSE应用程序对每个级别域的固有热、电和机械行为以及与其他级别域的交互进行建模和描述。准备好的应用程序在接下来的工作中提供了一个可插拔模块库。为了对特定系统进行模拟,需要加载一组应用程序。首先,加载顶层应用程序,即主应用程序,并在给定位置调用一系列子应用程序,同时启动它们之间的双向接口数据传输。此外,每个子应用可以调用它的子应用。通过这种逐级调用,将多层模型集成在一起。提出了一种双向数据交换策略,并采用不动点迭代算法来保证接口间数据的连续性。值得注意的是,重复的细节(例如,板上相同类型的芯片/模块)可以通过在多个位置调用相同的子应用程序轻松建模。此外,可插拔的体系结构使多层模型易于重新配置,从而为协同设计和开发迭代提供了宝贵的灵活性。用一个电路板和16个热测试芯片的原型进行了模拟和测试,以验证和验证该方法,结果表明了良好的准确性和效率。此外,将该方法应用于实际相控阵天线,该天线包含63个发射/接收模块和189个功率放大器。成功地获得了完整详细的热力学结果,并且从整个天线到每个芯片的数据具有良好的一致性,表明该方法可以有效地为多芯片复杂电子器件提供多级多物理场M&;S。
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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.
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