基于几何和颜色特征的应变计精确定位方法

IF 2 3区 工程技术 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING Experimental Mechanics Pub Date : 2024-09-12 DOI:10.1007/s11340-024-01114-5
C. Zhou, H. Sun, Y. Li, Z. Song, X. Bi, B. Wang
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引用次数: 0

摘要

背景结构测试中常用的应变片都是人工粘贴的,通常实际粘贴位置与理论位置有 1-4 毫米的偏差。本研究旨在获取应变片的实际粘贴位置,从而提高测试测量精度。方法提出了一种非接触式应变片定位方法。首先,考虑到应变片具有规则的形状,根据边界线图像的几何特征过滤掉不规则的边界线。其次,考虑到应变片的颜色与测试片有明显差异,通过聚类提取边界线内的颜色特征,并与应变片进行比对,完成识别。最后,根据外极几何图形,得到不同图像中应变片的匹配关系,并根据应变片识别结果,基于双目视觉完成定位。对于小型方管,平均误差减少了 44%。结论所提出的非接触式应变片定位方法可获得高精度的应变片位置,从而有效提高测试测量精度。
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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An Accurate Strain Gauge Positioning Approach Based on Geometry and Color Features

Background

Strain gauges commonly used in structural testing are manually pasted, usually with a 1–4 mm deviation between the actual pasted position and the theoretical position. The deviation leads to measurement errors, which are more pronounced in high strain gradient regions with stiffness discontinuities such as openings, reinforcements, and notches.

Objective

This study aims to obtain the actual pasted position of strain gauges and thus improving the testing measurement accuracy.

Methods

A non-contact strain gauge positioning method is proposed. Firstly, considering that the strain gauges have a regular shape, the irregular borderlines are filtered out based on the geometric features of a borderline image. Secondly, considering that the color of the strain gauge is significantly different from the test piece, and the color features within the borderline are extracted by clustering and compared with the strain gauges to complete the recognition. Finally, based on the epipolar geometry, the matching relationship of the strain gauges in different images is obtained, and the positioning is completed based on binocular vision according to the strain gauge recognition results.

Results

For a simple plate, the average positional error of strain gauges is reduced by 71%. For a small square tube, the average error is reduced by 44%. For a large cylinder, the average error is reduced by 32.4%.

Conclusion

The proposed non-contact strain gauge positioning method can obtain high precision strain gauge positions, which effectively improves the test measurement accuracy.

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来源期刊
Experimental Mechanics
Experimental Mechanics 物理-材料科学:表征与测试
CiteScore
4.40
自引率
16.70%
发文量
111
审稿时长
3 months
期刊介绍: Experimental Mechanics is the official journal of the Society for Experimental Mechanics that publishes papers in all areas of experimentation including its theoretical and computational analysis. The journal covers research in design and implementation of novel or improved experiments to characterize materials, structures and systems. Articles extending the frontiers of experimental mechanics at large and small scales are particularly welcome. Coverage extends from research in solid and fluids mechanics to fields at the intersection of disciplines including physics, chemistry and biology. Development of new devices and technologies for metrology applications in a wide range of industrial sectors (e.g., manufacturing, high-performance materials, aerospace, information technology, medicine, energy and environmental technologies) is also covered.
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