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DMAIC Approach to Improve the Capability of SMT Solder Printing Process 提高SMT焊料印刷工艺性能的DMAIC方法
Pub Date : 2008-03-31 DOI: 10.1109/TEPM.2008.919342
M.-H.C. Li, Abbas Al-Refaie, Cheng-Yu Yang
One of the major manufacturing processes of surface-mount technology (SMT) is the solder paste printing process. In this process, the thickness of deposited solder paste on printed circuit board (PCB) pads is a key quality characteristic (QCH) of main concern. In practice, large deviations of solder thickness from a nominal value result in SMT defects that may cause PCB failure. This paper implements the define-measure-analyze-improve-control (DMAIC) approach to improve the capability of the solder paste printing process by reducing thickness variations from a nominal value. Process mapping and identifying key QCH are carried out in the "define" phase, while mean x macr and range R control charts followed by the estimates of process capability indices are adopted in the "measure" phase. Then, the Taguchi method including L18 orthogonal array (OA), signal-to-noise (S/N) ratio, and analysis of variance (ANOVA) for S/N ratio is implemented in the "analyze" phase. Taguchi's two-step optimization is conducted in the "improve phase." Finally, the x macr and R control charts for solder thickness are used in the "control" phase. Adopting the DMAIC approach including the Taguchi method, the estimated standard deviation sigma circ of solder thickness is reduced from 13.69 to 6.04, while the process mean is adjusted on 150.1 mum which is very close to the target value of 150 mum. In addition, the process capability index C circpk is enhanced from 0.487 to 1.432.
表面贴装技术(SMT)的主要制造工艺之一是焊膏印刷工艺。在此过程中,印制电路板(PCB)焊盘上沉积锡膏的厚度是主要关注的关键质量特性(QCH)。在实践中,焊料厚度与标称值的较大偏差会导致SMT缺陷,从而可能导致PCB失效。本文实现了定义-测量-分析-改进-控制(DMAIC)方法,通过减少标称值的厚度变化来提高锡膏印刷过程的能力。在“定义”阶段进行过程映射和识别关键QCH,在“测量”阶段采用mean x macr和range R控制图,然后对过程能力指标进行估计。然后,在“分析”阶段实现了包括L18正交阵列(OA)、信噪比(S/N)和信噪比方差分析(ANOVA)在内的田口法。田口的两步优化是在“改进阶段”进行的。最后,在“控制”阶段使用焊料厚度的x macr和R控制图。采用包括田口法在内的DMAIC方法,将焊料厚度的估计标准差sigma circ从13.69降低到6.04,而将工艺平均值调整为150.1 mum,非常接近目标值150 mum。加工能力指数C circpk由0.487提高到1.432。
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引用次数: 83
Optimization of Thermomechanical Reliability of Board-Level Flip-Chip Packages Implemented With Organic or Silicon Substrates 用有机或硅衬底实现的板级倒装芯片封装的热机械可靠性优化
Pub Date : 2008-03-31 DOI: 10.1109/TEPM.2008.919332
T. Wang, Y. Lai
A design that optimizes package-level along with board-level thermomechanical reliability of a flip-chip package implemented with an organic or a silicon substrate is provided for the package subjected to an accelerated thermal cycling test condition. Different control factors including thickness of substrate, die, board, and polyimide or soldermask are considered. The optimal design is obtained using an L9 (34) orthogonal array according to the Taguchi optimization method. Importance of each of these control factors is also ranked.
本发明提供了一种设计,该设计优化了封装级以及用有机或硅衬底实现的倒装芯片封装的板级热机械可靠性,用于经受加速热循环测试条件的封装。不同的控制因素,包括衬底厚度,模具,板,聚酰亚胺或焊掩膜。根据田口优化法,采用L9(34)正交阵列进行优化设计。每个控制因素的重要性也被排序。
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引用次数: 5
Study on Contamination Control for Yield Enhancement in the Manufacturing Line of Cellular Phone Modules 提高手机模组生产线成品率的污染控制研究
Pub Date : 2008-03-31 DOI: 10.1109/TEPM.2008.919339
K. Noh, Hyeon-Cheol Lee, Dae-Young Kim, M. Oh
Practical studies on the method of contamination control for yield enhancement in the cellular phone modules production line were carried out. A contamination control method was proposed, consisting of data collection, data analysis, improvement action, verification, and implementation of control. The partition check method and the composition analysis for data collection and data analysis were respectively used in the cellular phone modules manufacturing process, and these methods were evaluated by the variation of yield loss before and after implementing the actions for improvement. In the partition check method, the critical process step was selected, and yield loss reduction through improvement actions was observed, whereas in the composition analysis, critical sources were selected, and yield loss reduction through improvement actions was investigated. From the results, it is concluded that the partition check and the composition analysis are effective solutions for contamination control in cleanroom production lines.
对提高手机模组生产线成品率的污染控制方法进行了实践研究。提出了一种污染控制方法,包括数据收集、数据分析、改进行动、验证和控制实施。在手机模组制造过程中,分别采用分区检查法和成分分析法进行数据收集和数据分析,并通过实施改进措施前后的良率损失变化对这两种方法进行评价。在分区检查方法中,选择关键工艺步骤,观察通过改进措施降低良率损失;在成分分析中,选择关键来源,研究通过改进措施降低良率损失。结果表明,隔离检查和成分分析是洁净室生产线污染控制的有效解决方案。
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引用次数: 0
Tin Whisker Electrical Short Circuit Characteristics—Part II 锡晶须电气短路特性。第2部分
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914210
K. Courey, S. Asfour, A. Onar, J. Bayliss, L. L. Ludwig, M. Wright
Existing risk simulations make the assumption that when a free tin whisker has bridged two adjacent exposed electrical conductors, the result is an electrical short circuit. This conservative assumption is made because shorting is a random event that has an unknown probability associated with it. Note however that due to contact resistance, electrical shorts may not occur at lower voltage levels. In our first paper, we developed an empirical probability model for tin whisker shorting. In this paper, we develop a more comprehensive empirical model using a refined experiment with a larger sample size, in which we studied the effect of varying voltage on the breakdown of the contact resistance which leads to a short circuit. From the resulting data, we estimated the probability distribution of an electrical short, as a function of voltage. In addition, the unexpected polycrystalline structure seen in the focused ion beam (FIB) cross section in the first experiment was confirmed in this experiment using transmission electron microscopy (TEM). The FIB was also used to cross section two card guides to facilitate the measurement of the grain size of each card guide's tin plating to determine its finish.
现有的风险模拟假设,当一个自由的锡晶须桥接两个相邻的暴露的电导体时,结果是电短路。之所以做出这种保守的假设,是因为做空是一个随机事件,与之相关的概率是未知的。但请注意,由于接触电阻,在较低电压水平下可能不会发生电短路。在第一篇论文中,我们建立了锡晶须短路的经验概率模型。在本文中,我们使用更大样本量的改进实验开发了一个更全面的经验模型,其中我们研究了不同电压对接触电阻击穿导致短路的影响。从得到的数据中,我们估计了电气短路的概率分布,作为电压的函数。此外,在本实验中,通过透射电子显微镜(TEM)证实了第一次实验中聚焦离子束(FIB)截面中出现的意想不到的多晶结构。利用FIB对两个卡导轨进行横截面,方便测量每个卡导轨镀锡的晶粒尺寸,以确定其光洁度。
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引用次数: 16
Implementing 0201s On High-Density Lead-Free Memory Modules 0201s在高密度无铅内存模块上的实现
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914211
S. Iyer, S. Sajjala, P. Damodaran, K. Srihari
The introduction of 0201 components is another step taken in the world of electronics to aid the miniaturization of electronic products. Capacitors and resistors are now being produced in a 0201 package size; in dimensions, it means a length of 0.02 in and a width of 0.01 in. The assembly of miniature components on printed circuit boards (PCBs) poses numerous process challenges. Legislative measures to eliminate the usage of lead from electronics products compel electronics manufacturers to implement lead-free assembly. This mandates the use of lead-free 0201 components and a lead-free soldering process. The current research focuses on high-density lead-free memory module assemblies using a 1.27-mm-thick organic solderability preservative (OSP)-coated boards. The spacing between components is as low as 0.25 mm. The objective of this research is to develop a robust assembly process for lead-free 0201 components used in memory modules. The stencil, PCB land pattern designs, solder paste printing, component placement, and reflow soldering processes were studied. The process and design changes required for achieving a robust manufacturing process for assembling lead-free 0201 components on high-density assemblies have been identified and reported.
0201元件的引入是电子世界为帮助电子产品小型化而采取的又一步。电容器和电阻器现在以0201封装尺寸生产;在尺寸上,它意味着长度为0.02英寸,宽度为0.01英寸。在印刷电路板(pcb)上组装微型元件提出了许多工艺挑战。为了消除电子产品中铅的使用,立法措施迫使电子制造商实施无铅组装。这要求使用无铅0201组件和无铅焊接工艺。目前的研究重点是高密度无铅存储模块组件,使用1.27 mm厚的有机可焊性防腐剂(OSP)涂层板。元器件间距低至0.25 mm。本研究的目的是为内存模块中使用的无铅0201组件开发一个强大的组装工艺。研究了模板、PCB板板图案设计、锡膏印刷、元件放置和回流焊工艺。为实现在高密度组件上组装无铅0201组件的稳健制造工艺,已确定并报告了所需的工艺和设计变更。
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引用次数: 5
Effect of Selected Process Parameters on Durability and Defects in Surface-Mount Assemblies for Portable Electronics 选择工艺参数对便携式电子元件表面贴装组件耐久性和缺陷的影响
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914222
L. Ladani, A. Dasgupta, I. Cardoso, E. Monlevade
This paper presents a systematic approach to study the effect of manufacturing variables on the creation of defects and the effect of those defects on the durability of lead-free (Pb-free) solder joints. An experiment was designed to systematically vary the printing and reflow process variables in order to fabricate error-seeded test assemblies. The error-seeded samples were then inspected visually and with X-ray, to identify different types of defects, especially voids, and then test for electrical performance. The specimens were subjected to an accelerated thermal cycling test to characterize the durability of these error-seeded specimens and to study the effect of each manufacturing variable on the durability of the solder joints. The response variables for the design of experiments are thermal cycling durability of the solder joints and void area percentage in ball grid array (BGA) solder joints. Pretest microstructural analysis showed that specimens produced under inadequate reflow profiles suffered from insufficient wetting and insufficient intermetallic formation. Statistical analysis of the response variables shows that waiting time, heating ramp, peak temperature, and cooling rate have nonlinear effects on thermal cycling durability. Two variables in particular [peak temperature and waiting time (the time waited after the solder paste barrel was opened and before print)] appear to have optimum values within the ranges investigated. Statistical analysis of void percentage area for all design of experiment (DOE) runs show that higher stencil thickness results in higher void percentage and that void percentage increases as time above melt and peak temperature increases.
本文提出了一种系统的方法来研究制造变量对缺陷产生的影响,以及这些缺陷对无铅(pb)焊点耐久性的影响。设计了一个实验,系统地改变印刷和回流工艺变量,以制造错误种子测试组件。然后用x射线和视觉检查错误种子样品,以确定不同类型的缺陷,特别是空隙,然后测试电气性能。试样进行了加速热循环试验,以表征这些错误种子试样的耐久性,并研究每个制造变量对焊点耐久性的影响。实验设计的响应变量是焊点的热循环耐久性和球栅阵列(BGA)焊点的空隙面积百分比。测试前的显微结构分析表明,在不适当的回流剖面下生产的样品没有充分的润湿和金属间形成。响应变量的统计分析表明,等待时间、加热斜坡、峰值温度和冷却速率对热循环耐久性具有非线性影响。特别是两个变量[峰值温度和等待时间(锡膏桶打开后和打印前等待的时间)]似乎在调查范围内具有最佳值。对所有试验设计(DOE)的空穴百分率面积进行统计分析表明,越大的模板厚度,空穴百分率越高,且随着熔点以上时间和峰值温度的增加,空穴百分率也随之增加。
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引用次数: 25
Flip Chip Assembly of Thinned Silicon Die on Flex Substrates 柔性基板上薄硅晶片的倒装组装
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914217
C. Banda, R.W. Johnson, Tan Zhang, Z. Hou, H. Charles
Driven by a growing range of applications in the automotive, industrial, military, aerospace, computer, telecommunication, consumer electronics, and medical electronics industries, miniaturization and the use of flex circuits continue to be of prime interest to electronics manufacturers. The assembly of thinned silicon die (25-100 mum) onto flex substrates provides options for ultrathin, flexible electronics for applications ranging from smart cards to space-based radars. For high-density applications, 3-D modules can be fabricated by stacking and laminating preassembled and tested flex layers and then processing vertical interconnections. This paper describes a low cost, highly manufacturable process developed for flip chip assembly of thinned die to poly-imide flex substrates that eliminates the need for special handling tools and techniques. In this paper, solder bumped thinned die are reflow soldered to the patterned flex using a method that maintains the flex substrate flat during die placement and reflow. Reflow is followed by underfill dispense and cure. The underfill dispense process is critical to avoid underfill flowing onto the top of the thin silicon die and will be discussed. Parts assembled using these processes have undergone reliability testing, a high degree of reliability has been found, and those results are presented.
在汽车、工业、军事、航空航天、计算机、电信、消费电子和医疗电子行业的应用范围不断扩大的推动下,微型化和柔性电路的使用仍然是电子制造商的主要兴趣。将薄硅芯片(25-100微米)组装到柔性基板上,为从智能卡到天基雷达等应用提供了超薄、柔性电子产品的选择。对于高密度应用,3d模块可以通过堆叠和层压预组装和测试的柔性层,然后处理垂直互连来制造。本文描述了一种低成本、高可制造性的工艺,用于聚酰亚胺柔性基板的薄芯片倒装组装,消除了对特殊处理工具和技术的需要。在本文中,使用一种在模具放置和回流过程中保持柔性基板平坦的方法,将焊料碰撞变薄的模具回流焊到图案柔性上。回流,然后是下填料分配和固化。下填料的分配过程是关键的,以避免下填料流动到薄硅模具的顶部,将讨论。对采用这些工艺组装的零件进行了可靠性试验,得到了较高的可靠性,并给出了试验结果。
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引用次数: 59
A Multiphase Fuzzy Logic Approach to Strategic Planning of a Reverse Supply Chain Network 逆向供应链网络战略规划的多阶段模糊逻辑方法
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914229
K. Pochampally, Surendra M. Gupta
Strategic planning (also called designing) is a challenging aspect of a reverse supply chain network. To effectively satisfy drivers such as profitability, environmental regulations, and asset recovery, only the most economical used products must be reprocessed in only the recovery facilities that have the potential to efficiently reprocess them. Due to uncertainties in supply, quality, and reprocessing times of used products, the cost-benefit function in the literature that selects the most economical product to reprocess from a set of used products is not appropriate for direct adoption. Moreover, due to the same uncertainties, any traditional forward supply chain approach to identify potential manufacturing facilities cannot be employed to identify potential recovery facilities. This paper proposes a three-phase fuzzy logic approach, taking the above uncertainties into account, to design a reverse supply chain network. Application of the approach is detailed through an illustrative example in each phase.
战略规划(也称为设计)是逆向供应链网络的一个具有挑战性的方面。为了有效地满足诸如盈利能力、环境法规和资产回收等驱动因素,只有最经济的使用过的产品必须在具有有效再处理潜力的回收设施中进行再处理。由于二手产品的供应、质量和再处理时间的不确定性,文献中从一组二手产品中选择最经济的产品进行再处理的成本效益函数不适合直接采用。此外,由于同样的不确定性,任何传统的前向供应链方法来识别潜在的制造设施不能用于识别潜在的回收设施。本文提出了一种考虑上述不确定性的三相模糊逻辑方法来设计逆向供应链网络。通过每个阶段的实例,详细介绍了该方法的应用。
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引用次数: 41
Development of Warpage Measurement System to Simulate Convective Solder Reflow Process 模拟焊料对流回流过程的翘曲测量系统的研制
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914220
R. E. Powell, I. C. Ume
In this paper, a warpage measurement system to simulate forced convective reflow is discussed. A warpage measurement system that can simulate convective reflow enables the real-time monitoring of printed wiring boards (PWBs), PWB assemblies (PWBAs), and chip package warpage during the reflow process. This paper will describe the two major parts of the warpage measurement system: the optical measurement part which utilizes the projection Moire method and advanced image processing, as well as the laboratory oven which is used to simulate forced convective reflow. This is the first system that allows PWB/PWBA/chip package warpage to be measured during a simulated convective reflow process. Also, this is the first system that employs automatic image segmentation to separately extract the warpage of the PWB and electronic components from the same measurement. The results will show that when compared to infrared heating which was previously used in this research area, convective heating minimizes thermal gradients on the PWB/PWBA sample. Thermal gradients on the PWB/PWBA sample have the inadvertent effect of inducing warpage into the sample and will interfere with the warpage measurement result. In the first design iteration presented in this paper, the system can simulate low ramp rate industrial convective reflow profiles and simultaneously measure the warpage of PWBAs. A computational fluid dynamics (CFD) model of the system was developed to determine how to increase the system's heating rate. The CFD model was used to perform a design of simulations (DOS) and regression analysis. The validated regression results will be used to predict oven design parameters to enable the next iteration of the convective system to simulate high ramp rate convective reflow profiles. This paper will show that the presented system is a powerful tool for measuring the warpage of PWBs, PWBAs, and chip packages.
本文讨论了一种模拟强制对流回流的翘曲测量系统。可以模拟对流回流的翘曲测量系统可以实时监测回流过程中的印刷线路板(PWB), PWB组件(pwba)和芯片封装翘曲。本文将介绍翘曲测量系统的两个主要部分:利用投影云纹法和先进的图像处理技术的光学测量部分,以及用于模拟强制对流回流的实验室烘箱。这是第一个允许在模拟对流回流过程中测量PWB/PWBA/芯片封装翘曲的系统。此外,这是第一个采用自动图像分割的系统,可以从同一测量中分别提取PWB和电子元件的翘曲。结果将表明,与之前在该研究领域使用的红外加热相比,对流加热使PWB/PWBA样品上的热梯度最小化。PWB/PWBA样品上的热梯度会无意中引起样品翘曲,并会干扰翘曲测量结果。在本文提出的第一次设计迭代中,该系统可以模拟低斜坡率工业对流回流曲线,同时测量pwba的翘曲。建立了系统的计算流体动力学(CFD)模型,以确定如何提高系统的加热速率。采用CFD模型进行了模拟设计(DOS)和回归分析。经过验证的回归结果将用于预测烘箱的设计参数,以使对流系统的下一次迭代能够模拟高斜坡速率的对流回流剖面。本文将展示该系统是测量pwb、pwba和芯片封装翘曲的强大工具。
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引用次数: 5
Structured-Light Based Sensing Using a Single Fixed Fringe Grating: Fringe Boundary Detection and 3-D Reconstruction 基于单一固定条纹光栅的结构光传感:条纹边界检测和三维重建
Pub Date : 2008-01-07 DOI: 10.1109/TEPM.2007.914209
Jun Cheng, C. Chung, E. Lam, Kenneth S. M. Fung, Fan Wang, W. Leung
Advanced electronic manufacturing requires the 3-D inspection of very small surfaces like the solder bumps on wafers for direct die-to-die bonding. Yet the microscopic size and highly specular and textureless nature of the surfaces make the task difficult. It is also demanded that the size of the entire inspection system be small so as to minimize restraint on the operation of the various moving parts involved in the manufacturing process. In this paper, we describe a new 3-D reconstruction mechanism for the task. The mechanism is based upon the well-known concept of structured-light projection, but adapted to a new configuration that owns a particularly small system size and operates in a different manner. Unlike the traditional mechanisms which involve an array of light sources that occupy a rather extended physical space, the proposed mechanism consists of only a single light source plus a binary grating for projecting binary pattern. To allow the projection at each position of the inspected surface to vary and form distinct binary code, the binary grating is shifted in space. In every shift, a separate image of the illuminated surface is taken. With the use of pattern projection, and of discrete coding instead of analog coding in the projection, issues like texture-absence, image saturation, and image noise of the inspected surfaces are much lessened. Experimental results on a variety of objects are presented to illustrate the effectiveness of this mechanism.
先进的电子制造需要对非常小的表面进行三维检查,例如晶圆上的焊料凸起,以便直接进行模对模粘合。然而,微小的尺寸和高度镜面和无纹理的表面使这项任务变得困难。还要求整个检测系统的尺寸要小,以尽量减少对制造过程中涉及的各种运动部件的操作的约束。在本文中,我们描述了一种新的三维重建机制。这种机制是基于众所周知的结构光投影概念,但适应了一种新的配置,它拥有一个特别小的系统尺寸,并以不同的方式运行。不同于传统的机制,涉及一个阵列的光源,占据相当扩展的物理空间,提出的机制只包括一个单一的光源加上一个二进制光栅投影二进制图案。为了使被检测表面的每个位置的投影变化并形成不同的二进制代码,二进制光栅在空间上移位。在每一次变换中,拍摄一个被照射表面的单独图像。使用模式投影,在投影中使用离散编码代替模拟编码,大大减少了被检测表面的纹理缺失、图像饱和和图像噪声等问题。在各种物体上的实验结果说明了该机制的有效性。
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引用次数: 14
期刊
IEEE Transactions on Electronics Packaging Manufacturing
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