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Statistical Method for Eye Diagram Simulation in High-Speed Link Nonlinear System Applications 眼图仿真的统计方法在高速链路非线性系统中的应用
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-10-01 DOI: 10.1109/TCPMT.2024.3471661
Bobi Shi;Yi Zhou;Haofeng Sun;Thong Nguyen;José E. Schutt-Ainé
Due to the rapid expansion of high-speed systems and the escalating complexity of circuits in recent decades, relying on linearity and applying the superposition concept in high-speed signaling systems results in an underestimation of the influence of nonlinear effects within circuits. Consequently, the traditional fast simulation method, which assumes linearity, is no longer adequate for accurately analyzing high-speed link nonlinear systems. Therefore, a fast and accurate statistical eye diagram analysis dedicated to nonlinear systems is proposed. The proposed method uses the Volterra-Wiener model identification to decompose the system into a linear time-invariant (LTI) system and a static nonlinear system represented by the polynomial function. The 2-D probability density function (pdf) or statistical eye diagram of the LTI system is estimated by the direct statistical analysis of the single-bit response (SBR). Subsequently, the nonlinear statistical eye is estimated by applying nonlinear density transformation with polynomial-based weights. The eye height (EH) and eye width (EW) are determined based on the voltage pdf and time pdf using statistical information. The accuracy and efficiency of the proposed method are verified using three examples: the ideal nonlinearity Wiener model, the differential fin field-effect transistor (FinFET) buffer, and the high-speed link with nonlinear equalization.
近几十年来,由于高速系统的快速扩张和电路复杂性的不断升级,在高速信号系统中依赖线性和应用叠加概念导致低估了电路内部非线性效应的影响。因此,传统的以线性为前提的快速仿真方法已不能满足高速链路非线性系统的精确分析。为此,提出了一种快速准确的非线性系统眼图统计分析方法。该方法采用Volterra-Wiener模型辨识,将系统分解为线性时不变系统(LTI)和用多项式函数表示的静态非线性系统。LTI系统的二维概率密度函数(pdf)或统计眼图是通过对单比特响应(SBR)的直接统计分析来估计的。在此基础上,采用基于多项式权值的非线性密度变换估计非线性统计眼。眼高(EH)和眼宽(EW)是利用统计信息根据电压pdf和时间pdf确定的。通过理想非线性维纳模型、差分翅片场效应晶体管(FinFET)缓冲器和具有非线性均衡的高速链路三个实例验证了该方法的准确性和效率。
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引用次数: 0
Self-Packaged Slow Wave Metal-Integrated Coplanar Waveguide (MICPW) for Compact Branch-Line Coupler Design 用于紧凑分支线耦合器设计的自封装慢波金属集成共面波导(MICPW)
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-30 DOI: 10.1109/TCPMT.2024.3470796
Huajiao Shen;Fanyi Meng;Yongqiang Wang;Kaixue Ma
This article proposes a slow wave metal-integrated coplanar waveguide (MICPW) with low loss and self-packaging. Since almost no substrate is used for the MICPW, there is almost no dielectric loss. The signal trace of the MICPW is embedded inside the multilayer metal boards, the overall circuit is self-packaged and there is almost no radiation loss. The slow wave effect is generated by using the shunt stub. The proposed slow wave MICPW is utilized to design compact branch-line couplers. Two types of supporting structures for the suspended metal lines are presented. Two design cases operating at 3.5 and 1.8 GHz are implemented, and the core circuit areas are $0.13lambda $ g $times 0.26lambda $ g and $0.14lambda $ g $times 0.17lambda $ g, which shows a size reduction of 46% and 62% compared to the traditional counterparts. The measured loss percentages are only 3% and 1.14%, which are much smaller than that of the other reported works.
提出了一种低损耗、自封装的慢波金属集成共面波导(MICPW)。由于MICPW几乎不使用衬底,因此几乎没有介电损耗。MICPW的信号走线嵌入多层金属板内,整体电路自封装,几乎没有辐射损耗。慢波效应是通过使用分流管产生的。所提出的慢波MICPW用于设计紧凑的分支线耦合器。提出了两种悬吊金属线的支撑结构。实现了两种工作在3.5 GHz和1.8 GHz的设计案例,核心电路面积分别为$0.13lambda $ g $ × 0.26lambda $ g和$0.14lambda $ g $ × 0.17lambda $ g,与传统电路相比,尺寸分别减小了46%和62%。实测损失率仅为3%和1.14%,远低于其他已报道的作品。
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引用次数: 0
Thermal Characteristics Analysis and Optimization of Heterogeneous 2.5-D Package Under System-Level Conditions 系统级条件下异构2.5维封装热特性分析与优化
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1109/TCPMT.2024.3467274
Meng-Kai Shih;Tang-Yuan Chen;Bing-Yuan Huang;Cheng-Tang Pan;Chen-Chao Wang;C. P. Hung
The 2.5-D integrated circuit (2.5-D IC) packages, in which multiple dies or chips are integrated side-by-side on a single interposer, play a crucial role in meeting the high bandwidth and high-performance requirements of merging applications, such as high-performance computing (HPC) and artificial intelligence (AI). However, the high power density in such packages leads to hot spot issues, which raise serious concerns regarding thermal control and management. Therefore, this study uses a thermal impedance experimental testing method to analyze the thermal behavior and characteristics of the 2.5-D package in the module system. Additionally, 3-D computational fluid dynamics simulations were performed to examine the thermal behavior of a typical 2.5-D package under system-level conditions. The results of the simulation are consistent with physical phenomena and confirm the rationality of the numerical model. The Taguchi experimental design to determine the effects of the main design parameters of the 2.5-D package on its thermal resistance under system-level conditions. Finally, the results of the Taguchi analysis are used to establish general design guidelines for minimizing the thermal resistance of the 2.5-D package. Overall, the results indicate that maintaining a consistent die thickness enables the use of a uniform thermal interface material (TIM) layer between the heat sink and the package and hence improves the heat dissipation efficiency. Furthermore, the thermal resistance of the 2.5-D package can be lowered by reducing the TIM thickness and power density, using materials with a higher thermal conductivity for the fin heat sink and TIM, and increasing the fan speed and number of fins.
2.5-D集成电路(2.5-D IC)封装将多个芯片或芯片并排集成在单个中间层上,在满足高性能计算(HPC)和人工智能(AI)等融合应用的高带宽和高性能要求方面发挥着至关重要的作用。然而,这种封装中的高功率密度导致热点问题,这引起了对热控制和管理的严重关注。因此,本研究采用热阻抗实验测试方法对模块系统中2.5 d封装的热行为和特性进行分析。此外,还进行了三维计算流体动力学模拟,以检查典型2.5 d封装在系统级条件下的热行为。模拟结果与物理现象吻合较好,验证了数值模型的合理性。采用Taguchi实验设计,确定系统级条件下2.5 d封装主要设计参数对其热阻的影响。最后,田口分析的结果用于建立一般设计准则,以尽量减少2.5 d封装的热阻。总体而言,结果表明,保持一致的模具厚度可以在散热器和封装之间使用均匀的热界面材料(TIM)层,从而提高散热效率。此外,可以通过减小TIM厚度和功率密度、采用导热系数较高的材料作为翅片散热器和TIM、增加风扇转速和翅片数量来降低2.5 d封装的热阻。
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引用次数: 0
Additively Manufactured Wideband Transition From Microstrip to Empty SIW at Ku-Band 在ku波段从微带到空SIW的增材制造宽带过渡
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1109/TCPMT.2024.3469638
Mettu Goutham Reddy;Karthikeyan Sholampettai Subramanian;Nrusingha Charan Pradhan
This work demonstrates the development of an additive manufacturing (AM)-based transition from a microstrip to an empty substrate-integrated waveguide (ESIW). An expanded ESIW section with a sharp dielectric taper allows for wideband impedance matching. The proposed transition is validated by simple, inexpensive, and reduced complexity using an AM technique. The top and bottom of ESIW are covered with a copper-coated polylactic acid (PLA) substrate of 0.5-mm thickness. The via holes in the ESIW are replaced by spraying copper on the internal walls. The proposed model’s veracity was further established by evaluating it against a subtractive manufacturing (SM) prototype. The measured results obtained using AM (SM) have an insertion loss of less than 2.24 dB (0.92 dB), a return loss better than 17.7 dB (18.08 dB), and 73.4% (60.8%) fractional bandwidth (FBW) over 10–21.6 (10–18.75) GHz.
这项工作展示了基于增材制造(AM)的从微带到空基板集成波导(ESIW)过渡的发展。扩展的ESIW部分具有尖锐的介电锥度,允许宽带阻抗匹配。所提出的转换通过使用AM技术简单,廉价和降低复杂性来验证。ESIW的顶部和底部覆盖一层0.5 mm厚的镀铜聚乳酸(PLA)衬底。ESIW的通孔被内壁喷铜取代。通过对减法制造(SM)原型进行评估,进一步验证了该模型的准确性。使用AM (SM)获得的测量结果显示,插入损耗小于2.24 dB (0.92 dB),回波损耗优于17.7 dB (18.08 dB),在10-21.6 (10-18.75)GHz范围内的分数带宽(FBW)为73.4%(60.8%)。
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引用次数: 0
Self-Packaged Inkjet-Printed Vertically Integrated RF Co-Designed Bandpass Filtering Baluns 自包装喷墨印刷垂直集成射频协同设计带通滤波平衡器
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1109/TCPMT.2024.3469868
Joe Steele;Dimitra Psychogiou
A new class of self-packaged RF co-designed bandpass filtering baluns (BPF-Bs) is proposed with alongside a novel integration scheme utilizing vertically integrated inkjet-printed multicoupled transmission lines (TLs). Furthermore, the manuscript outlines a comprehensive design methodology for their realization, exploiting the design freedom afforded by a two-material inkjet printing process, which enables the creation of tightly coupled vertically integrated TLs. The concept has been verified experimentally through the manufacturing and testing of wideband (WB) and ultrawideband (UWB) BPF-B prototypes, having ${f} _{0} = 5$ GHz, footprints of $0.019~lambda _{g}^{2}$ and $0.025~lambda _{g}^{2}$ , and 3 dB fractional bandwidths (FBWs) of 24% and 111%, respectively. For the WB and UWB designs, power loss, phase imbalance (PI), and amplitude imbalance (AI) were measured between 4.4 and 7.4 dB and 1.8–4.8 dB, $4^{circ }~pm ~4^{circ }$ and $2^{circ }~pm ~2^{circ }$ , and $0.45~pm ~0.45$ dB and $0.4~pm ~0.4$ dB, respectively.
提出了一种新型的自封装射频协同设计带通滤波平衡器(bpf - b),以及一种利用垂直集成喷墨印刷多耦合传输线(TLs)的新型集成方案。此外,该手稿概述了其实现的全面设计方法,利用双材料喷墨打印工艺提供的设计自由,从而能够创建紧密耦合的垂直集成TLs。该概念已通过宽带(WB)和超宽带(UWB) BPF-B原型的制造和测试得到实验验证,该原型具有${f} _{0} = 5$ GHz,占地面积$0.019~lambda _{g}^{2}$和$0.025~lambda _{g}^{2}$, 3db分数带宽(FBWs)分别为24%和111%。对于WB和UWB设计,功率损耗、相位不平衡(PI)和幅度不平衡(AI)分别在4.4 ~ 7.4 dB和1.8 ~ 4.8 dB、$4^{circ}~ 4^{circ}$和$2^{circ}~ 2^{circ}$和$0.45~pm ~0.45$ dB和$0.4~pm ~0.4$ dB之间测量。
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引用次数: 0
Improvement Heat Dissipation of Flip Chip Double-Sided Cooling IGBT Module Using AlSiC-Interposer Technology 利用AlSiC-Interposer技术改善倒装双面冷却IGBT模块的散热
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-27 DOI: 10.1109/TCPMT.2024.3469160
Guoliao Sun;Cheng Peng;Jing Wen;Hongwei Liu;Wenhui Zhu;Liancheng Wang
As the power density of electric vehicles continues to increase, double-sided cooling technology has emerged as a focal point of research. However, the complexity of double-sided cooling structures leads to significant thermal mismatch issues, potentially resulting in the failure of interconnect among components. The hotspot in interposers further exacerbates the risk of thermal failure in attach layers. This article proposes using AlSiC interposers to enhance the heat dissipation and power density handling capability of the module. In addition, we designed and manufactured a 750-V/300-A 1-in-1 flip chip double-sided cooling (FCDSC) insulated gate bipolar transistor (IGBT) power module with AlSiC interposers. Thermal and thermomechanical stress simulation results showed that, at a total power loss of 180 W, the maximum junction temperature of the module with AlSiC interposers is reduced by 4.4% compared to the conventional Mo interposer module, and the maximum thermal stress in the attach layers is slightly decreased. The thermal resistance of the module with AlSiC interposers is 12.8% lower than that of the module with Mo interposers. Furthermore, it was proved by the power cycling tests (PCTs) that the lifetime of the FCDSC power module using AlSiC interposers is 25% longer than that with Mo interposers and at least two times longer than that with Cu interposers under the same ${T}_{{j}{max}}$ and ${boldsymbol {Delta }}{T}$ . Static electrical tests demonstrate that the power module with AlSiC interposers exhibits no degradation.
随着电动汽车功率密度的不断提高,双面冷却技术已成为研究的热点。然而,双面冷却结构的复杂性导致了严重的热失配问题,可能导致组件之间互连失败。中间介质中的热点进一步加剧了附着层热失效的风险。本文提出采用AlSiC中间层来提高模块的散热能力和功率密度处理能力。此外,我们设计并制造了一种带有AlSiC中间层的750 v /300 a 1合1倒装芯片双面冷却(FCDSC)绝缘栅双极晶体管(IGBT)功率模块。热应力和热机械应力模拟结果表明,在总功耗为180 W的情况下,AlSiC中间体模块的最高结温比传统Mo中间体模块降低了4.4%,并且贴合层的最大热应力略有降低。采用AlSiC中间体的模块的热阻比采用Mo中间体的模块低12.8%。在相同的${T}_{{j}{max}}$和${boldsymbol {Delta}}{T}$条件下,功率循环试验(PCTs)证明,使用AlSiC中间体的FCDSC功率模块的寿命比使用Mo中间体的寿命长25%,比使用Cu中间体的寿命长至少2倍。静电测试表明,采用AlSiC中间体的电源模块没有出现退化现象。
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引用次数: 0
Research on the Bounce Suppression of the 3-D Interpenetrating Cu-W 三维互穿铜钨的弹跳抑制研究
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-24 DOI: 10.1109/TCPMT.2024.3467120
Ying-Han;Dongrui-Liu;Shujun-Li
The bouncing of the contactor upon closing can cause adhesion of contacts and wear of the contact tips, and these factors directly influence the reliability and electrical longevity of the contactor. In this study, a 3-D interpenetrating Cu-W contact with rhombic dodecahedron (RD) skeleton was fabricated using 3-D printing and infiltration technology; some commercial Cu-W contacts were prepared as comparison. Based on Hertz contact theory and extended theory, combined with the Kelvin-Voigt spring damping model, the principle of energy dissipation in contactor contact collision was analyzed. The Young modulus and damping coefficient of the two types of Cu-W contacts were obtained through stress-strain experiments and damping experiments using an INSTRON 5582 testing machine and a DpV55 shaker. The contact bounce characteristics of the two contact tips under different contactor parameters were obtained using a contact bounce test device and finally validated in practical contactors. The results show that the RD-structured Cu-W contact tip with a higher damping coefficient has more internal friction and better energy absorption when subjected to collision impacts, effectively suppressing contact bounce and exhibiting superior anti-bounce performance, especially at high-speed closings.
接触器合拢时的弹跳会引起触点粘连和触头磨损,这些因素直接影响接触器的可靠性和电气寿命。采用3d打印和渗透技术制备了具有菱形十二面体(RD)骨架的三维互穿Cu-W触点;制备了一些商品铜钨触头作为比较。基于Hertz接触理论和扩展理论,结合Kelvin-Voigt弹簧阻尼模型,分析了接触器接触碰撞中的能量耗散原理。利用INSTRON 5582试验机和DpV55激振器,通过应力应变实验和阻尼实验,获得了两种铜钨触点的杨氏模量和阻尼系数。利用触点弹跳试验装置获得了不同接触器参数下两个触点的触点弹跳特性,并在实际接触器中进行了验证。结果表明:rd结构的Cu-W接触尖端具有较高的阻尼系数,在受到碰撞冲击时具有更大的内摩擦和更好的能量吸收,能够有效抑制接触弹跳,并表现出优异的抗弹跳性能,特别是在高速闭合时。
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引用次数: 0
Electro-Thermal-Stress Multiphysical Field Coupling Optimization Design for Coaxial Through Silicon Via Array 同轴通硅孔阵列电-热-应力多物理场耦合优化设计
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-23 DOI: 10.1109/TCPMT.2024.3465655
Xianglong Wang;Jing Huang;Dongdong Chen;Di Li;Yintang Yang
The traditional design is achieved by the iterative simulation using finite element method (FEM) software and relies on the experts’ experience, so the design parameters cannot be effectively optimized to achieve the high-performance. In this research, based on the backpropagation neural network (BPNN) model and particle swarm optimization with linear decreasing inertia weight (PSO-LDIW) algorithm, an electro-thermal-stress multiphysical field coupling optimization design method for coaxial through silicon via (CTSV) array is provided. The irregular and complex relationship between the parameters (height of CTSV, radius, thickness of SiO2, BCB, and coaxial annular) and indexes is investigated by COMSOL Multiphysics and HFSS software. According to the simulation data of COMSOL and HFSS, the BPNN models are used to express the corresponding relationship between the parameters and indexes of CTSV. According to the desired indexes of CTSV, the multiobjective optimization function is formulated. Then, the PSO-LDIW algorithm is applied to optimize the parameters of CTSV. Finally, the simulation experiment is used to verify the effectiveness of the optimization design strategy. The simulated indexes (−40.28 dB, 366.31 K, 115.21, 74.14, and 23.16 MPa) well agree with the desired ones (−40 dB, 360 K, 110, 70, and 25 MPa), which indicates that the parameters of CTSV can effectively optimized by the developed design method to control the indexes. In addition, the optimized parameters are applied in the $4times 4$ CTSV array to verify the effectiveness of the developed strategy. Therefore, the developed electro-thermal-stress multiphysical field coupling optimization design method can effectively design a CTSV array for manufacturing high-performance chiplet-based microsystems.
传统的设计方法是利用有限元软件进行迭代仿真,依靠专家经验,无法有效优化设计参数以达到高性能。本研究基于反向传播神经网络(BPNN)模型和线性减小惯性权的粒子群优化(PSO-LDIW)算法,提出了一种同轴通硅孔(CTSV)阵列的电热-应力多物理场耦合优化设计方法。利用COMSOL Multiphysics和HFSS软件研究了CTSV高度、半径、SiO2厚度、BCB和同轴环空等参数与指标之间的不规则复杂关系。根据COMSOL和HFSS的仿真数据,利用BPNN模型来表达CTSV参数与指标之间的对应关系。根据CTSV的期望指标,建立了多目标优化函数。然后,应用PSO-LDIW算法对CTSV的参数进行优化。最后,通过仿真实验验证了优化设计策略的有效性。模拟指标(- 40.28 dB、366.31 K、115.21、74.14和23.16 MPa)与实际指标(- 40 dB、360 K、110、70和25 MPa)吻合较好,表明该设计方法可以有效优化CTSV参数,控制指标。此外,将优化后的参数应用于$4 × 4$ CTSV阵列,验证了所制定策略的有效性。因此,本文提出的电-热-应力多物理场耦合优化设计方法可以有效地设计用于制造高性能芯片微系统的CTSV阵列。
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引用次数: 0
Study on Secondary Release Mechanism of DC Relay Based on Circuit-Magnetic Field-Mechanical Coupling Calculation 基于电路-磁场-机械耦合计算的直流继电器二次释放机构研究
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-23 DOI: 10.1109/TCPMT.2024.3466310
Wenhua Li;Yangyang Li;Jihui Gao;Ruzheng Pan;Zhengyuan Zhao
DC relays are widely used in aerospace control, rail transportation, and other fields, with the reliability of their operation being a key factor in ensuring system safety. This article tests various models of dc relays and identifies a common phenomenon of secondary release, which can prolong the release time of the relay, increase contact arcing time, and shorten the relay’s lifespan. To investigate the generation mechanism and effects of this phenomenon, a specific model of dc relay is chosen as the research subject. Experimental and numerical simulation methods are employed to establish a circuit-magnetic field-mechanical coupling model of the dc relay, and its accuracy is validated through experimental comparison. Based on the simulation results, the secondary release mechanism is analyzed from the perspective of suction and reaction force matching and contact motion characteristics. The study proposes mitigating the secondary release phenomenon by increasing the air gap in the magnetic circuit, which improves the suction and reaction force characteristics during the release process. This method decreases the release time while increasing the suction time, with the impact on release time being more significant. The findings lay the groundwork for optimizing the design and extending the lifespan of electromagnetic relays.
直流继电器广泛应用于航空航天控制、轨道交通等领域,其运行可靠性是保证系统安全的关键因素。本文对各种型号的直流继电器进行了测试,发现了一种常见的二次释放现象,这种现象会延长继电器的释放时间,增加触点电弧时间,缩短继电器的使用寿命。为了研究这一现象的产生机理和影响,本文选择了一种特定型号的直流继电器作为研究对象。采用实验和数值模拟相结合的方法建立了直流继电器的电路-磁场-机械耦合模型,并通过实验对比验证了模型的准确性。基于仿真结果,从吸反力匹配和接触运动特性角度对二次释放机构进行了分析。研究提出通过增大磁路中的气隙来缓解二次释放现象,从而改善释放过程中的吸力和反作用力特性。该方法在增加吸药时间的同时减少了释放时间,对释放时间的影响更为显著。研究结果为优化设计和延长电磁继电器的使用寿命奠定了基础。
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引用次数: 0
Investigation on Electrical and Thermal Performance of Electrical Connectors Under Rough Surface Contact
IF 2.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-23 DOI: 10.1109/TCPMT.2024.3465666
Xin Lei;Ziniu Yu;Yuhan Gao;Yuqi Zhou;Kezhong Xu;Yuxin Chen;Fulong Zhu
Rough contact creates a large electrical and thermal resistance between the contact surfaces of the electrical connector, which has a great impact on its usage. This work adopted finite element simulation to investigate the electrical and thermal properties in the contact region of electrical connectors. The Weierstrass-Mandelbrot (W-M) fractal function was used to model the contact of crown spring connectors with various roughness. The effects of different roughness and contact force on the electrical and thermal contact performance were analyzed. The increased roughness and decreased contact force cause a reduction in the contact area, resulting in the concentration of current and heat flow. The reduced contact area contributes to the increase of electrical contact resistance (ECR) and thermal contact resistance (TCR). The research indicates that smoothing the interfaces and increasing the contact force can effectively enhance contact performance.
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引用次数: 0
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IEEE Transactions on Components, Packaging and Manufacturing Technology
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