基于视觉的矿井提升垂直钢丝绳二维振动位移测量

Ganggang Wu, Xingming Xiao, Chi Ma
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引用次数: 1

摘要

本文提出了一种非接触式、无标记的计算机视觉测量方法,并将其应用于提升垂直绳索的二维振动位移测量。在该方法中,主要工作是使用神经网络(NN)模型进行单目视觉的相机标定。然后,通过数字图像处理(DIP)方法在图像序列中加入一条垂直于提升绳的直线,并将其相交区域作为测量目标。采用亚像素级数字图像相关(DIC)算法在图像序列中定位测量目标。将该方法用于矿井实际提升绳的振动位移测量,绳上三个目标的测量结果一致,且振幅相差很小,表明该方法对于提升垂直绳的振动测量是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vision-based 2D Vibration Displacement Measurement of Hoisting Vertical Rope in Mine Hoist
In this paper, a non-contact, unmarked computer vision measurement method is presented and applied to measure the two-dimensional (2D) vibration displacement of hoisting vertical ropes. In this method, the primary work is to perform camera calibration of monocular vision using a neural network (NN) model. Then, in the image sequence, a straight line perpendicular to the hoisting rope is added by digital image processing (DIP) method, and their intersection region is regarded as the measuring target. Digital image correlation (DIC) algorithm at sub-pixel level is applied to locate the measuring target in image sequence. This method is used to measure the vibration displacement of an actual hoisting rope in mine, and the measurement results of three targets on the rope are consistent with tiny amplitude differences, which indicates that this method is feasible for the vibration measurement of hoisting vertical rope.
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