{"title":"Equivalent Thermal Conductance Network (ETCN) Model for Domain Decomposition and Efficient Thermal Simulation of GaN HEMTs","authors":"Shunxiang Lan;Min Tang","doi":"10.1109/TCAD.2024.3521324","DOIUrl":null,"url":null,"abstract":"Accurate and efficient simulation is essential for the thermal management of gallium nitride (GaN) high-electron-mobility transistors (HEMTs). However, conventional numerical approaches are usually time-consuming when dealing with transient thermal simulations with temperature-dependent parameters. To conquer this problem, we present a novel method based on the equivalent thermal conductance network (ETCN) model for efficient thermal simulation of GaN HEMTs. First, according to the temperature-dependent characteristics of the materials of the device, the entire structure is divided into region of variation (ROV) and region of fixity (ROF). Then, we decompose the transient response of ROF into a zero-input (ZI) and a zero-state (ZS) response based on the intrinsic property of linear time-invariant systems. After that, a novel ETCN model is developed for efficient transient simulation of GaN HEMTs. The principle of the ETCN model is to transform the impacts of the ROF on the ROV in the form of the equivalent thermal boundary conditions. By this means, we only need to focus on the ROV in the nonlinear iteration, enabling a significant reduction of degrees of freedom in solving the nonlinear equation and thus significantly improving the computational efficiency. In addition, the ETCN model is also available to handle the steady-state thermal problems. Several numerical examples are provided to validate the accuracy and efficiency of the proposed method. Compared with the conventional finite volume method, a speed-up of 105x is achieved by the ETCN model in simulating a typical multifinger GaN HEMT with microchannel cooling.","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":"44 6","pages":"2343-2352"},"PeriodicalIF":2.7000,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10811955/","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0
Abstract
Accurate and efficient simulation is essential for the thermal management of gallium nitride (GaN) high-electron-mobility transistors (HEMTs). However, conventional numerical approaches are usually time-consuming when dealing with transient thermal simulations with temperature-dependent parameters. To conquer this problem, we present a novel method based on the equivalent thermal conductance network (ETCN) model for efficient thermal simulation of GaN HEMTs. First, according to the temperature-dependent characteristics of the materials of the device, the entire structure is divided into region of variation (ROV) and region of fixity (ROF). Then, we decompose the transient response of ROF into a zero-input (ZI) and a zero-state (ZS) response based on the intrinsic property of linear time-invariant systems. After that, a novel ETCN model is developed for efficient transient simulation of GaN HEMTs. The principle of the ETCN model is to transform the impacts of the ROF on the ROV in the form of the equivalent thermal boundary conditions. By this means, we only need to focus on the ROV in the nonlinear iteration, enabling a significant reduction of degrees of freedom in solving the nonlinear equation and thus significantly improving the computational efficiency. In addition, the ETCN model is also available to handle the steady-state thermal problems. Several numerical examples are provided to validate the accuracy and efficiency of the proposed method. Compared with the conventional finite volume method, a speed-up of 105x is achieved by the ETCN model in simulating a typical multifinger GaN HEMT with microchannel cooling.
期刊介绍:
The purpose of this Transactions is to publish papers of interest to individuals in the area of computer-aided design of integrated circuits and systems composed of analog, digital, mixed-signal, optical, or microwave components. The aids include methods, models, algorithms, and man-machine interfaces for system-level, physical and logical design including: planning, synthesis, partitioning, modeling, simulation, layout, verification, testing, hardware-software co-design and documentation of integrated circuit and system designs of all complexities. Design tools and techniques for evaluating and designing integrated circuits and systems for metrics such as performance, power, reliability, testability, and security are a focus.