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使用高分辨率数码单反相机和数字图像相关技术对热膨胀系数进行高通量测量。

High-throughput measurement of coefficient of thermal expansion using a high-resolution digital single-lens reflex camera and digital image correlation.

作者信息

Li Chenzhuo, Luo Haojian, Pan Bing

机构信息

Institute of Solid Mechanics, School of Aeronautic Science and Engineering, Beihang University, Beijing 100191, China.

出版信息

Rev Sci Instrum. 2020 Oct 1;91(10):105106. doi: 10.1063/5.0013496.

Abstract

High-throughput measurement of thermal deformation and determination of coefficient of thermal expansion (CTE) using a high-resolution digital single lens reflex (DSLR) camera and digital image correlation (DIC) is described. To mitigate the mosaic effect caused by the Bayer filter of DSLR cameras, a color image pre-processing method, which adjusts the brightness and equalizes the color channels of the raw image, is carried out. In addition, a Gaussian pre-filtering step is adopted for denoising the images captured with DSLR cameras to enhance the subpixel registration accuracy. Then, by processing the recorded images using the state-of-the-art DIC algorithm, full-field displacements and strains can be determined. Compared with conventional industrial cameras, a DSLR camera offers not only portability, compactness, and economy but also much higher resolution of recorded images, allowing CTE characterization with higher throughput. Real experiments, including a verification experiment of the color image pre-processing technique, a benchmark CTE determination of Al alloy, and a high-throughput CTE determination of 15 samples of three different metals, validated the feasibility and accuracy of the proposed technique. The proposed method is cost-effective and time-saving, showing great potential in the high-throughput CTE measurement and other high-throughput strain measurement scenarios.

摘要

本文描述了使用高分辨率数码单反(DSLR)相机和数字图像相关(DIC)技术对热变形进行高通量测量以及热膨胀系数(CTE)的测定。为减轻DSLR相机拜耳滤镜造成的马赛克效应,采用了一种彩色图像预处理方法,该方法可调整原始图像的亮度并均衡颜色通道。此外,采用高斯预滤波步骤对DSLR相机拍摄的图像进行去噪,以提高亚像素配准精度。然后,通过使用先进的DIC算法处理记录的图像,可以确定全场位移和应变。与传统工业相机相比,DSLR相机不仅具有便携性、紧凑性和经济性,而且记录图像的分辨率更高,从而能够以更高的通量进行CTE表征。实际实验,包括彩色图像预处理技术的验证实验、铝合金的基准CTE测定以及三种不同金属的15个样品的高通量CTE测定,验证了所提技术的可行性和准确性。所提方法具有成本效益且节省时间,在高通量CTE测量和其他高通量应变测量场景中显示出巨大潜力。

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