论文标题
统计分析,用于拾取和地表安装技术的拾取和位置过程的统计分析
Statistical Analysis for Component Shift in Pick and Place Process of Surface Mount Technology
论文作者
论文摘要
放置的电子组件可以在表面安装技术(SMT)的Pick and Place(P&P)过程中移动湿焊料糊。它通常不会吸引太多关注,因为这种转变被认为忽略不计,并且在焊料糊状回流焊接过程中的以下自调和效果也可能构成。但是,随着电子组件的尺寸减小以及对PCB有缺陷率低的需求的增长,P&P工艺中的组成部分在SMT行业的质量控制中越来越重要。尽管有一些论文与P&P流程中的组件变化有关,但使用真实生产线中的数据尚无较早的研究。在本文中,我们研究了两个基本和重要的问题:P&P过程中组件转移的行为以及其促成因素。几种统计方法用于根据完全最新的SMT组装线的数据来探索行为组件移动。实施主要效果和回归分析以查明促成因素。为了全面研究这些问题,在这项工作中考虑了六种类型的电子组件和多个潜在因素,例如焊料糊状特性(位置,体积,面积,面积,高度),是组件的设计位置,放置压力。结果表明,组件移动不能忽略。同样,焊料糊的位置,设计的组件和组件类型的位置是研究P&P过程中组件变化的最重要因素。
The placed electronic component can shift on the wet solder paste in pick and place (P&P) process of surface mount technology (SMT). It does not usually attract much attention, because the shift is considered to be negligibly small and the following self-alignment effect in the solder paste reflow soldering process could also make it up. However, with the decreasing size of the electronic components and the increasing demand for the low defective rate of PCB, the component shift in P&P process is becoming more and more important in quality control of SMT industries. Though a few papers are related to the component shift in P&P process, there is no earlier research using the data from the real production line. In this paper, we study two basic and important issues: the behavior of the component shift in P&P process and the contributing factors to it. Several statistical methods are used to explore the behavior component shift based on the data from a complete state-of-the-art SMT assembly line. Main effects and regression analysis are implemented to pinpoint the contributing factors. In order to investigate the issues comprehensively, six types of electronic components and multiple potential factors are considered in this work, e.g., solder paste properties (position, volume, area, height), designed position of the component, placement pressure. The results indicate that component shift cannot be ignored. Also, the position of solder paste, designed position of component and component type are the top three most important factors to study the component shifts in P&P process.