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Development of a Computer Vision Flank Wear Measurement System for Microdrills

机译:用于微钻的计算机视觉侧翼磨损测量系统的开发

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The objective of this study is to develop an image processing measurement system by integrating a CCD camera with a toolmaker microscope to inspect the wear on microdrills used to drill printed circuit boards (PCB) and the stainless steel sheet-SUS420. The design and manufacture of a circular multi-LED lighting device and a micro-drill holder were first accomplished in this study, in order to get a clear image of the flank area. Two wear parameters, namely the flank area wear and the average flank width wear, were used to evaluate the wear on the microdrill. A set of image analysis software, written in Visual BASIC, was also developed to carry out the image preprocessing tasks, such as filtering, thresholding, edge enhancement using spatial convolution calculation, and calculation of the wear parameters. The developed system was calibrated with a standard glass scale under different magnifications, namely 30X and 100X. The resolution of the developed system was about 3.3 microns per pixel in both x- and y-directions under 30X magnification. The flank area wear vs. the number of hits and the flank width wear vs. the number of hits of the tested micro-drills, were obtained based on the experimental results. The tool life of the microdrill was about 20,000 hits for the microdrilling of six-layered PCB using tungsten 1.8m/min. The tool life of the microdrill was about 200 hits for the microdrilling of SUS420 sheet using carbide microdrills with diameters of 0.3 mm when the spindle speed was 100,000 rpm and the feed was tungsten carbide microdrills with diameters of 1.0 mm when the spindle speed was 3,000 rpm and the feed was 10 mm/min.
机译:这项研究的目的是通过将CCD相机与工具显微镜相集成来开发图像处理测量系统,以检查用于钻孔印刷电路板(PCB)和不锈钢板SUS420的微钻的磨损。为了获得侧面图像的清晰图像,本研究首先完成了圆形多LED照明设备和微钻支架的设计和制造。两个磨损参数,即后刀面磨损和平均后刀刃宽度磨损,用于评估微钻的磨损。还开发了一套用Visual BASIC编写的图像分析软件,以执行图像预处理任务,例如滤波,阈值化,使用空间卷积计算的边缘增强以及磨损参数的计算。所开发的系统在不同放大倍数(即30倍和100倍)下使用标准玻璃刻度尺进行了校准。在30倍放大率下,开发的系统在x和y方向上的分辨率约为每个像素3.3微米。基于实验结果,获得了测试的微钻的侧面面积磨损与撞击次数以及侧面宽度磨损与撞击次数的对比。对于使用1.8m / min的钨对六层PCB进行微钻,微钻的工具寿命约为20,000次。当使用主轴直径为100,000 rpm时直径为0.3 mm的硬质合金微钻对SUS420薄板进行微钻时,微钻的刀具寿命约为200次,而主轴转速为3,000 rpm时进给是直径为1.0 mm的碳化钨微钻进料速度为10毫米/分钟。

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