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A temperature control method of hot-bar soldering based on extended Kalman filter 基于扩展卡尔曼滤波器的热压焊温度控制方法
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-18 DOI: 10.1108/ssmt-02-2023-0006
Min Zeng, Jianxing Xie, Zhitao Li, Qincheng Wei, Hui Yang

Purpose

This study aims to introduce a novel technique for nonlinear sensor time constant estimation and sensor dynamic compensation in hot-bar soldering using an extended Kalman filter (EKF) to estimate the temperature of the thermocouple.

Design/methodology/approach

Temperature optimal control is combined with a closed-loop proportional integral differential (PID) control method based on an EKF. Different control methods for measuring the temperature of the thermode in terms of temperature control, error and antidisturbance are studied. A soldering process in a semi-industrial environment is performed. The proposed control method was applied to the soldering of flexible printed circuits and circuit boards. An infrared camera was used to measure the top-surface temperature.

Findings

The proposed method can not only estimate the soldering temperature but also eliminate the noise of the system. The performance of this methodology was exemplary, characterized by rapid convergence and negligible error margins. Compared with the conventional control, the temperature variability of the proposed control is significantly attenuated.

Originality/value

An EKF was designed to estimate the temperature of the thermocouple during hot-bar soldering. Using the EKF and PID controller, the nonlinear properties of the system could be effectively overcome and the effects of disturbances and system noise could be decreased. The proposed method significantly enhanced the temperature control performance of hot-bar soldering, effectively suppressing overshoot and shortening the adjustment time, thereby achieving precise temperature control of the controlled object.

设计/方法/途径温度优化控制与基于 EKF 的闭环比例积分微分(PID)控制方法相结合。从温度控制、误差和抗干扰角度研究了测量热电偶温度的不同控制方法。在半工业环境中执行了一个焊接过程。提出的控制方法适用于柔性印刷电路和电路板的焊接。研究结果所提出的方法不仅能估计焊接温度,还能消除系统噪声。该方法的性能堪称典范,其特点是收敛速度快,误差范围可忽略不计。与传统控制相比,拟议控制的温度可变性显著降低。原创性/价值设计了一个 EKF 来估计热压焊过程中热电偶的温度。利用 EKF 和 PID 控制器,可以有效克服系统的非线性特性,降低干扰和系统噪声的影响。所提出的方法大大提高了热压焊的温度控制性能,有效抑制了超调,缩短了调节时间,从而实现了对被控对象的精确温度控制。
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引用次数: 0
Influences of hygrothermal conditions and structure parameters on moisture diffusion behavior in a system‐in‐package module by moisture-thermal-mechanical-coupled finite element modeling 通过湿热机械耦合有限元建模研究湿热条件和结构参数对系统封装模块湿气扩散行为的影响
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-18 DOI: 10.1108/ssmt-10-2023-0059
Li Liu, Chunhua Zhang, Ping Hu, Sheng Liu, Zhiwen Chen

Purpose

This paper aims to investigate the moisture diffusion behavior in a system-in-package module systematically by moisture-thermalmechanical-coupled finite element modeling with different structure parameters under increasingly harsh environment.

Design/methodology/approach

A finite element model for a system-in-package module was built with moisture-thermal-mechanical-coupled effects to study the subsequences of hygrothermal conditions.

Findings

It was found in this paper that the moisture diffusion path was mainly dominated by hygrothermal conditions, though structure parameters can affect the moisture distribution. At lower temperatures (30°C~85°C), the direction of moisture diffusion was from the periphery to the center of the module, which was commonly found in simulations and literatures. However, at relatively higher temperatures (125°C~220°C), the diffusion was from printed circuit board (PCB) to EMC due to the concentration gradient from PCB to EMC across the EMC/PCB interface. It was also found that there exists a critical thickness for EMC and PCB during the moisture diffusion. When the thickness of EMC or PCB increased to a certain value, the diffusion of moisture reached a stable state, and the concentration on the die surface in the packaging module hardly changed. A quantified correlation between the moisture diffusion coefficient and the critical thickness was then proposed for structure parameter optimization in the design of system-in-package module.

Originality/value

The different moisture diffusion behaviors at low and high temperatures have seldom been reported before. This work can facilitate the understanding of moisture diffusion within a package and offer some methods about minimizing its effect by design optimization.

目的 本文旨在通过湿热机械耦合有限元建模,系统地研究在日益恶劣的环境下,不同结构参数在系统封装模块中的湿气扩散行为。研究结果本文发现,虽然结构参数会影响湿气分布,但湿气扩散路径主要由湿热条件主导。在较低温度下(30°C~85°C),湿气的扩散方向是由模块外围向中心扩散,这在模拟和文献中很常见。然而,在相对较高的温度下(125°C~220°C),由于在 EMC/PCB 接口上存在从 PCB 到 EMC 的浓度梯度,湿气的扩散方向是从印刷电路板(PCB)到 EMC。研究还发现,在湿气扩散过程中,EMC 和 PCB 存在一个临界厚度。当 EMC 或 PCB 的厚度增加到一定值时,湿气扩散达到稳定状态,封装模块中芯片表面的浓度几乎没有变化。随后提出了湿气扩散系数与临界厚度之间的量化关联,用于系统级封装模块设计中的结构参数优化。这项工作有助于人们了解封装内的湿气扩散,并提供了一些通过优化设计将其影响降至最低的方法。
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引用次数: 0
Influence of doping Si3N4 nanoparticles on the properties and microstructure of Sn58Bi solder for connecting Cu substrate 掺杂 Si3N4 纳米粒子对用于连接铜基板的 Sn58Bi 焊料的性能和微观结构的影响
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-15 DOI: 10.1108/ssmt-10-2023-0060
Kai Deng, Liang Zhang, Chen Chen, Xiao Lu, Lei Sun, Xing-Yu Guo

Purpose

This study aims to explore the feasibility of adding Si3N4 nanoparticles to Sn58Bi and provides a theoretical basis for designing and applying new lead-free solder materials for the electronic packaging industry.

Design/methodology/approach

In this paper, Sn58Bi-xSi3N4 (x = 0, 0.2, 0.4, 0.6, 0.8, 1.0 Wt.%) was prepared for bonding Cu substrate, and the changes in thermal properties, wettability, microstructure, interfacial intermetallic compound and mechanical properties of the composite solder were systematically studied.

Findings

The experiment results demonstrate that including Si3N4 nanoparticles does not significantly impact the melting point of Sn58Bi solder, and the undercooling degree of solder only fluctuates slightly. The molten solder spreading area reached a maximum of 96.17 mm2, raised by 19.41% relative to those without Si3N4, and the wetting angle was the smallest at 0.6 Wt.% of Si3N4, with a minimum value of 8.35°. When the Si3N4 nanoparticles reach 0.6 Wt.%, the solder joint microstructure is significantly refined. Appropriately adding Si3N4 nanoparticles will slightly increase the solder alloy hardness. When the concentration of Si3N4 reaches 0.6 Wt.%, the joints shear strength reached 45.30 MPa, representing a 49.85% increase compared to those without additives. A thorough examination indicates that legitimately incorporating Si3N4 nanoparticles into Sn58Bi solder can enhance its synthetical performance, and 0.6 Wt.% is the best addition amount in our test setting.

Originality/value

In this paper, Si3N4 nanoparticles were incorporated into Sn58Bi solder, and the effects of different contents of Si3N4 nanoparticles on Sn58Bi solder were investigated from various aspects.

目的 本研究旨在探索在 Sn58Bi 中添加 Si3N4 纳米粒子的可行性,并为设计和应用新型无铅焊料提供理论依据。实验结果表明,Si3N4 纳米颗粒的加入不会对 Sn58Bi 焊料的熔点产生显著影响,焊料的过冷度仅有轻微波动。熔融焊料的铺展面积达到最大值 96.17 mm2,与不含 Si3N4 的情况相比提高了 19.41%,而润湿角在 Si3N4 含量为 0.6 Wt.% 时最小,最小值为 8.35°。当 Si3N4 纳米粒子达到 0.6 Wt.%时,焊点的微观结构会明显改善。适当添加 Si3N4 纳米粒子会略微提高焊料合金的硬度。当 Si3N4 的浓度达到 0.6 Wt.% 时,焊点的剪切强度达到 45.30 MPa,与不添加添加剂的焊点相比提高了 49.85%。本文在 Sn58Bi 焊料中加入了 Si3N4 纳米粒子,并从多方面研究了不同含量的 Si3N4 纳米粒子对 Sn58Bi 焊料的影响。
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引用次数: 0
Structural, thermal and mechanical properties of rapidly solidified Bi-0.5Ag lead-free solder reinforced Tb rare-earth element for high performance applications 用于高性能应用的快速凝固型 Bi-0.5Ag 无铅焊料的结构、热和机械特性--强化锑稀土元素
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-09 DOI: 10.1108/ssmt-08-2023-0052
Rizk Mostafa Shalaby, Mohamed Saad

Purpose

The purpose of the present work is to study the impacts of rapid cooling and Tb rare-earth additions on the structural, thermal and mechanical behavior of Bi–0.5Ag lead-free solder for high-temperature applications.

Design/methodology/approach

Effect of rapid solidification processing on structural, thermal and mechanical properties of Bi-Ag lead-free solder reinforced Tb rare-earth element.

Findings

The obtained results indicated that the microstructure consists of rhombohedral Bi-rich phase and Ag99.5Bi0.5 intermetallic compound (IMC). The addition of Tb could effectively reduce the onset and melting point. The elastic modulus of Tb-containing solders was enhanced to about 90% at 0.5 Tb. The higher elastic modulus may be attributed to solid solution strengthening effect, solubility extension, microstructure refinement and precipitation hardening of uniform distribution Ag99.5Bi0.5 IMC particles which can reasonably modify the microstructure, as well as inhibit the segregation and hinder the motion of dislocations.

Originality/value

It is recommended that the lead-free Bi-0.5Ag-0.5Tb solder be a candidate instead of common solder alloy (Sn-37Pb) for high temperature and high performance applications.

本研究的目的是研究快速冷却和添加 Tb 稀土元素对高温应用 Bi-0.5Ag 无铅焊料的结构、热性能和机械性能的影响。研究结果表明,微观结构由斜方体富 Bi- 相和 Ag99.5Bi0.5 金属间化合物 (IMC) 组成。添加铽元素可有效降低起始点和熔点。0.5 Tb 时,含 Tb 焊料的弹性模量提高了约 90%。较高的弹性模量可能归因于均匀分布的 Ag99.5Bi0.5 IMC 粒子的固溶强化效应、溶解度扩展、微观结构细化和沉淀硬化,它们可以合理地改变微观结构,并抑制偏析和阻碍位错运动。
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引用次数: 0
Improvement of SAC0307/Cu column friction plunge micro-welding quality by static constraint 通过静态约束提高 SAC0307/Cu 柱摩擦切入式微焊接质量
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-31 DOI: 10.1108/ssmt-12-2023-0070
Zhenkun Li, Zhili Zhao, Jinliang Liu, Xin Ding

Purpose

To solve the problems caused by using precise molds for copper column positioning in the current column grid array package, this paper aims to optimize the proposed friction plunge micro-welding (FPMW) technology without mold assistance, to overcome the problems of low interfacial bonding strength, shrinkage cavities and flash defects caused by the low hold-tight force of solder on the copper column.

Design/methodology/approach

A pressurizing device installed under the drill chuck of the friction welding machine is designed, which is used to apply a static constraint to the solder ball obliquely downward to increase the hold-tight force of the peripheral solder on the copper column during welding and promote the friction metallurgical connection between them.

Findings

The results show that the application of static constraint during welding can increase the compactness of the solder near the friction interface and effectively inhibit occurrences of flash, shrinkage cavities and crystal defects such as vacancies. Therefore, compared with the unconstrained (UC) FPMW, the average strength of the statically constrained (SC) FPMW joints and aged SC-FPMW joints can be increased by 51.1% and 122.6%, and the problem of the excessive growth of the interfacial connection layer in the UC-FPMW joints during aging can be effectively avoided.

Originality/value

The application of static constraint effectively inhibits the occurrence of defects such as shrinkage cavities, vacancies and flash in FPMW joints, and the welding quality is significantly improved.

目的 为解决目前铜柱栅格阵列封装中使用精密模具进行铜柱定位所带来的问题,本文旨在优化所提出的无模具辅助的摩擦切入式微焊接(FPMW)技术,以克服铜柱上焊料紧固力低所导致的界面结合强度低、收缩空穴和闪光缺陷等问题。设计/方法/途径 设计了一个安装在摩擦焊接机钻头夹盘下的加压装置,用于对斜向下的焊球施加静态约束,以增加焊接过程中外围焊料对铜柱的紧固力,促进二者之间的摩擦冶金连接。结果 研究结果表明,焊接过程中施加静态约束可增加摩擦界面附近焊料的致密性,有效抑制闪光、收缩空洞和晶体缺陷(如空位)的发生。因此,与无约束 (UC) FPMW 相比,静态约束 (SC) FPMW 焊点和老化 SC-FPMW 焊点的平均强度分别提高了 51.1% 和 122.6%,并有效避免了 UC-FPMW 焊点在老化过程中界面连接层过度生长的问题。
{"title":"Improvement of SAC0307/Cu column friction plunge micro-welding quality by static constraint","authors":"Zhenkun Li, Zhili Zhao, Jinliang Liu, Xin Ding","doi":"10.1108/ssmt-12-2023-0070","DOIUrl":"https://doi.org/10.1108/ssmt-12-2023-0070","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>To solve the problems caused by using precise molds for copper column positioning in the current column grid array package, this paper aims to optimize the proposed friction plunge micro-welding (FPMW) technology without mold assistance, to overcome the problems of low interfacial bonding strength, shrinkage cavities and flash defects caused by the low hold-tight force of solder on the copper column.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>A pressurizing device installed under the drill chuck of the friction welding machine is designed, which is used to apply a static constraint to the solder ball obliquely downward to increase the hold-tight force of the peripheral solder on the copper column during welding and promote the friction metallurgical connection between them.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The results show that the application of static constraint during welding can increase the compactness of the solder near the friction interface and effectively inhibit occurrences of flash, shrinkage cavities and crystal defects such as vacancies. Therefore, compared with the unconstrained (UC) FPMW, the average strength of the statically constrained (SC) FPMW joints and aged SC-FPMW joints can be increased by 51.1% and 122.6%, and the problem of the excessive growth of the interfacial connection layer in the UC-FPMW joints during aging can be effectively avoided.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>The application of static constraint effectively inhibits the occurrence of defects such as shrinkage cavities, vacancies and flash in FPMW joints, and the welding quality is significantly improved.</p><!--/ Abstract__block -->","PeriodicalId":49499,"journal":{"name":"Soldering & Surface Mount Technology","volume":"7 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139647031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Anand constitutive modeling of multilayer Silver-Tin transient liquid phase foils using tensile and creep testing 利用拉伸和蠕变测试建立多层银锡瞬态液相箔的阿南德构成模型
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-15 DOI: 10.1108/ssmt-10-2023-0061
Mohammad A Gharaibeh, Markus Feisst, Jürgen Wilde

Purpose

This paper aims to present two Anand’s model parameter sets for the multilayer silver–tin (AgSn) transient liquid phase (TLP) foils.

Design/methodology/approach

The AgSn TLP test samples are manufactured using pre-defined optimized TLP bonding process parameters. Consequently, tensile and creep tests are conducted at various loading temperatures to generate stress–strain and creep data to accurately determine the elastic properties and two sets of Anand model creep coefficients. The resultant tensile- and creep-based constitutive models are subsequently used in extensive finite element simulations to precisely survey the mechanical response of the AgSn TLP bonds in power electronics due to different thermal loads.

Findings

The response of both models is thoroughly addressed in terms of stress–strain relationships, inelastic strain energy densities and equivalent plastic strains. The simulation results revealed that the testing conditions and parameters can significantly influence the values of the fitted Anand coefficients and consequently affect the resultant FEA-computed mechanical response of the TLP bonds. Therefore, this paper suggests that extreme care has to be taken when planning experiments for the estimation of creep parameters of the AgSn TLP joints.

Originality/value

In literature, there is no constitutive modeling data on the AgSn TLP bonds.

本文旨在介绍多层银锡(AgSn)瞬态液相(TLP)箔的两组阿南德模型参数。因此,在不同加载温度下进行拉伸和蠕变测试,生成应力应变和蠕变数据,以准确确定弹性特性和两组阿南德模型蠕变系数。随后,在大量有限元模拟中使用了由此产生的基于拉伸和蠕变的构成模型,以精确测量电力电子器件中的 AgSn TLP 键合在不同热负荷下的机械响应。模拟结果表明,测试条件和参数会极大地影响拟合阿南系数的值,进而影响 TLP 粘合剂的有限元分析计算机械响应结果。因此,本文建议在规划实验以估算 AgSn TLP 接头的蠕变参数时必须格外小心。
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引用次数: 0
Numerical investigation of thermal fatigue crack growth behavior in SAC305 BGA solder joints SAC305 BGA 焊点热疲劳裂纹生长行为的数值研究
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-01 DOI: 10.1108/ssmt-08-2023-0049
Rilwan Kayode Apalowo, Mohamad Aizat Abas, Muhamed Abdul Fatah Muhamed Mukhtar, Fakhrozi Che Ani, Mohamad Riduwan Ramli

Purpose

This study aims to investigate the reliability issues of microvoid cracks in solder joint packages exposed to thermal cycling fatigue.

Design/methodology/approach

The specimens are subjected to JEDEC preconditioning level 1 (85 °C/85%RH/168 h) with five times reflow at 270°C. This is followed by thermal cycling from 0°C to 100°C, per IPC-7351B standards. The specimens' cross-sections are inspected for crack growth and propagation under backscattered scanning electronic microscopy. The decoupled thermomechanical simulation technique is applied to investigate the thermal fatigue behavior. The impacts of crack length on the stress and fatigue behavior of the package are investigated.

Findings

Cracks are initiated from the ball grid array corner of the solder joint, propagating through the transverse section of the solder ball. The crack growth increases continuously up to 0.25-mm crack length, then slows down afterward. The J-integral and stress intensity factor (SIF) values at the crack tip decrease with increased crack length. Before 0.15-mm crack length, J-integral and SIF reduce slightly with crack length and are comparatively higher, resulting in a rapid increase in crack mouth opening displacement (CMOD). Beyond 0.25-mm crack length, the values significantly decline, that there is not much possibility of crack growth, resulting in a negligible change in CMOD value. This explains the crack growth arrest obtained after 0.25-mm crack length.

Practical implications

This work's contribution is expected to reduce the additional manufacturing cost and lead time incurred in investigating reliability issues in solder joints.

Originality/value

The work investigates crack propagation mechanisms of microvoid cracks in solder joints exposed to moisture and thermal fatigue, which is still limited in the literature. The parametric variation of the crack length on stress and fatigue characteristics of solder joints, which has never been conducted, is also studied.

设计/方法/途径试样经过 JEDEC 1 级预处理(85°C/85%RH/168 h),在 270°C 下回流五次。然后按照 IPC-7351B 标准从 0°C 到 100°C 进行热循环。在背散射扫描电子显微镜下对试样的横截面进行裂纹生长和扩展检查。解耦热力学模拟技术用于研究热疲劳行为。研究结果裂纹从焊点的球栅阵列角开始,通过焊球的横向部分传播。裂纹增长持续增加,直至裂纹长度达到 0.25 毫米,然后放缓。裂纹顶端的 J 积分和应力强度因子 (SIF) 值随着裂纹长度的增加而减小。在裂纹长度为 0.15 毫米之前,J 积分和 SIF 随裂纹长度的增加而略有降低,并且相对较高,导致裂纹口张开位移(CMOD)迅速增加。当裂纹长度超过 0.25 毫米时,其值明显下降,裂纹增长的可能性不大,因此 CMOD 值的变化可以忽略不计。这就解释了在 0.25 毫米裂纹长度之后获得的裂纹增长捕捉值。原创性/价值这项工作研究了暴露在潮湿和热疲劳环境下的焊点中微空洞裂纹的裂纹扩展机制,而这在文献中还很有限。此外,还研究了裂纹长度对焊点应力和疲劳特性的参数变化,而这一研究从未进行过。
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引用次数: 0
A 3D coaxial transition with continuous ground wall fabricated by a 12-inch wafer-level packaging method for radio frequency applications 采用 12 英寸晶圆级封装方法制造的带连续接地壁的 3D 同轴转换器,用于射频应用
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-21 DOI: 10.1108/ssmt-08-2023-0051
Xinran Zhao, Yingying Pang, Gang Wang, Chenhui Xia, Yuan Yuan, Chengqian Wang

Purpose

This paper aims to realize the vertical interconnection in 3D radio frequency (RF) circuit by coaxial transitions with broad working bandwidth and small signal loss.

Design/methodology/approach

An advanced packaging method, 12-inch wafer-level through-mold-via (TMV) additive manufacturing, is used to fabricate a 3D resin-based coaxial transition with a continuous ground wall (named resin-coaxial transition). Designation and simulation are implemented to ensure the application universality and fabrication feasibility. The outer radius R of coaxial transition is optimized by designing and fabricating three samples.

Findings

The fabricated coaxial transition possesses an inner radius of 40 µm and a length of 200 µm. The optimized sample with an outer radius R of 155 µm exhibits S11 < –10 dB and S21 > –1.3 dB at 10–110 GHz and the smallest insertion loss (S21 = 0.83 dB at 77 GHz) among the samples. Moreover, the S21 of the samples increases at 58.4–90.1 GHz, indicating a broad and suitable working bandwidth.

Originality/value

The wafer-level TMV additive manufacturing method is applied to fabricate coaxial transitions for the first time. The fabricated resin-coaxial transitions show good performance up to the W-band. It may provide new strategies for novel designing and fabricating methods of RF transitions.

设计/方法/途径 采用先进的封装方法--12 英寸晶圆级模透(TMV)增材制造,制造出具有连续接地壁的三维树脂基同轴过渡层(命名为树脂-同轴过渡层)。为确保应用的普遍性和制造的可行性,我们进行了设计和模拟。通过设计和制造三个样品,对同轴过渡的外半径 R 进行了优化。外半径 R 为 155 µm 的优化样品在 10-110 GHz 频率下显示出 S11 < -10 dB 和 S21 > -1.3 dB,并且是所有样品中插入损耗最小的(77 GHz 频率下 S21 = 0.83 dB)。此外,样品的 S21 在 58.4-90.1 GHz 时会增大,这表明样品具有宽广且合适的工作带宽。制备的树脂同轴转换器在 W 波段表现出良好的性能。它可为新型射频转换器的设计和制造方法提供新的策略。
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引用次数: 0
The research on the application of self-propagating interconnection technology in silicon optical transceiver module for aerospace 自传播互连技术在航空航天用硅光收发器模块中的应用研究
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-15 DOI: 10.1108/ssmt-10-2023-0056
Fei Chu, Hongzhuan Chen, Zheng Zhou, Changlei Feng, Tao Zhang

Purpose

This paper aims to investigate the bonding of the photonic integrated circuit (PIC) chip with the heat sink using the AlNi self-propagating soldering method.

Design/methodology/approach

Compared to industrial optical modules, optical modules for aerospace applications require better reliability and stability, which is hard to achieve via the dispensing adhesive process that is used for traditional industrial optical modules. In this paper, 25 µm SAC305 solder foils and the AlNi nanofoil heat source were used to bond the back of the PIC chip with the heat sink. The temperature field and temperature history were analyzed by the finite element analysis (FEA) method. The junction-to-case thermal resistance is 0.0353°C/W and reduced by 85% compared with the UV hybrid epoxy joint.

Findings

The self-propagating reaction ends within 2.82 ms. The maximum temperature in the PIC operating area during the process is 368.5°C. The maximum heating and cooling rates of the solder were 1.39 × 107°C/s and −5.15 × 106°C/s, respectively. The microstructure of SAC305 under self-propagating reaction heating is more refined than the microstructure of SAC305 under reflow. The porosity of the heat sink-SAC305-PIC chip self-propagating joint is only 4.7%. Several metastable phases appear as AuSn3.4 and AgSn3.

Originality/value

A new bonding technology was used to form the bonding between the PIC chip with the heat sink for the aerospace optical module. The reliability and thermal resistance of the joint are better than that of the UV hybrid epoxy joint.

设计/方法/途径与工业光学模块相比,航空航天应用的光学模块需要更高的可靠性和稳定性,而传统工业光学模块采用的点胶工艺很难实现这一点。本文采用 25 µm SAC305 焊箔和 AlNi 纳米箔热源来粘合 PIC 芯片背面和散热器。采用有限元分析 (FEA) 方法分析了温度场和温度历史。与 UV 混合环氧树脂接头相比,结点到外壳的热阻为 0.0353°C/W,降低了 85%。在此过程中,PIC 工作区的最高温度为 368.5°C。焊料的最大加热和冷却速度分别为 1.39 × 107°C/s 和 -5.15 × 106°C/s。自蔓延反应加热条件下的 SAC305 微观结构比回流焊条件下的 SAC305 微观结构更为精细。散热器-SAC305-PIC 芯片自蔓延接头的孔隙率仅为 4.7%。新的接合技术用于航空航天光学模块中 PIC 芯片与散热器之间的接合。该接头的可靠性和热阻均优于 UV 混合环氧接头。
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引用次数: 0
Temperature and current density prediction in solder joints using artificial neural network method 用人工神经网络方法预测焊点温度和电流密度
IF 2 4区 材料科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-04 DOI: 10.1108/ssmt-07-2023-0040
Yang Liu, Xin Xu, Shiqing Lv, Xuewei Zhao, Yuxiong Xue, Shuye Zhang, Xingji Li, Chaoyang Xing

Purpose

Due to the miniaturization of electronic devices, the increased current density through solder joints leads to the occurrence of electromigration failure, thereby reducing the reliability of electronic devices. The purpose of this study is to propose a finite element-artificial neural network method for the prediction of temperature and current density of solder joints, and thus provide reference information for the reliability evaluation of solder joints.

Design/methodology/approach

The temperature distribution and current density distribution of the interconnect structure of electronic devices were investigated through finite element simulations. During the experimental process, the actual temperature of the solder joints was measured and was used to optimize the finite element model. A large amount of simulation data was obtained to analyze the neural network by varying the height of solder joints, the diameter of solder pads and the magnitude of current loads. The constructed neural network was trained, tested and optimized using this data.

Findings

Based on the finite element simulation results, the current is more concentrated in the corners of the solder joints, generating a significant amount of Joule heating, which leads to localized temperature rise. The constructed neural network is trained, tested and optimized using the simulation results. The ANN 1, used for predicting solder joint temperature, achieves a prediction accuracy of 96.9%, while the ANN 2, used for predicting solder joint current density, achieves a prediction accuracy of 93.4%.

Originality/value

The proposed method can effectively improve the estimation efficiency of temperature and current density in the packaging structure. This method prevails in the field of packaging, and other factors that affect the thermal, mechanical and electrical properties of the packaging structure can be introduced into the model.

目的由于电子器件的小型化,通过焊点的电流密度增大,导致电迁移故障的发生,从而降低了电子器件的可靠性。本研究的目的是提出一种预测焊点温度和电流密度的有限元-人工神经网络方法,为焊点可靠性评估提供参考信息。设计方法通过有限元模拟研究了电子器件互连结构的温度分布和电流密度分布。在实验过程中,测量了焊点的实际温度,并对有限元模型进行了优化。通过改变焊点的高度、焊盘的直径和电流负载的大小,获得了大量的仿真数据来分析神经网络。利用这些数据对构建的神经网络进行训练、测试和优化。基于有限元模拟结果,电流更集中在焊点的角落,产生了大量的焦耳加热,导致局部温度升高。利用仿真结果对构建的神经网络进行训练、测试和优化。ANN 1用于预测焊点温度,预测准确率为96.9%,ANN 2用于预测焊点电流密度,预测准确率为93.4%。该方法可以有效地提高封装结构中温度和电流密度的估计效率。这种方法在包装领域很流行,并且可以将影响包装结构的热、机械和电学性能的其他因素引入模型中。
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Soldering & Surface Mount Technology
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