Kapasitör Dizgisine Yönelik Görü Tabanlı Bir Algoritma

Barış Öz, Buse Sevm, Gözde Akpak, Sema Işık, Serhat Karakullukçu, Sinan Özen
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Abstract

In this study, an image processing algorithm was developed to assembly capacitor onto the circuit board. Electronic components which are assembled on the surface are used on the printing circuit board. However, due to need for high capacitance value, through-hole mounted capacitors require to be used. Pressing is performed on the legs to increase the solder surface area of the capacitor. Offsets caused by pressing or production of the capacitor block the assembly process. There-fore, this process is achieved manually. In order to increase the production quality and production rate, it is suggested that the capacitor should be placed on the printed circuit board using a vision algorithm based on the difference between the capacitor legs with the center point of the gripper. Edge detection algorithm was developed to obtain offset value to send information to the robot. In this way, the set point has been defined on the robot workspace. As a result of the study, it is shown that capacitors can be placed on the printed circuit board with the desired sensitivity by measuring the offset values of them. As a result of the error analysis, it is observed that offset values were not within the tolerance range if the developed algorithm usage is not considered.
在本研究中,开发了一种将电容组装到电路板上的图像处理算法。在印刷电路板上使用表面组装的电子元件。然而,由于需要高电容值,需要使用通孔安装电容器。压在支腿上以增加电容器的焊料表面积。由于压制或生产电容器而造成的偏移妨碍了组装过程。因此,这个过程是手动完成的。为了提高生产质量和生产率,建议采用基于电容腿与夹持器中心点差的视觉算法将电容放置在印刷电路板上。开发了边缘检测算法,获取偏移量,向机器人发送信息。这样,就在机器人工作空间上定义了设定点。研究结果表明,通过测量电容器的偏置值,可以在印刷电路板上放置具有所需灵敏度的电容器。作为误差分析的结果,如果不考虑所开发的算法的使用,可以观察到偏移值不在公差范围内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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