基于三维重建的液滴接触角测量方法
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河北工业大学电子信息工程学院 天津 300401

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TP391;TN98

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中国中车重大项目(2023CKA362-1)资助


Droplet contact angle measurement method based on three-dimensional reconstruction
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School of Electronic Information Engineering, Hebei University of Technology, Tianjin 300401, China

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    摘要:

    针对不均匀材料表面的液滴2D投影接触角存在误差,且仅有少数国际设备商提供三维接触角测量方案。本文提出一种基于三维重建的液滴接触角测量方法,旨在提供一个完整且效果可行的的三维接触角测量解决方案。该系统利用阵列圆点结构光进行三维检测,适用于接触角小于90°且具良好漫反射的液体。主要步骤包括:特征区域筛选、三维点云获取、液滴曲面拟合和接触角测量。其中,图像预处理部分,提出了基于HSV空间结合形态学操作的方法;在特征区域筛选中,提出一种面积筛选法;通过几何计算完成二维点云到三维点云的转换;提出点云匹配算法以优化点云融合。与二维测量方法对比,实验结果表明,本文方法在测量精度和可靠性上均有显著提升,实现了最大误差小于1°,大部分误差小于0.5°,并能进一步分析材料的物理特性及表面均匀性。

    Abstract:

    Errors can occur in the 2D projection contact angle measurements of droplets on uneven material surfaces, and currently, only a few international equipment manufacturers offer 3D contact angle measurement solutions. This paper proposes a 3D droplet contact angle measurement method aimed at providing a complete and practical 3D contact angle measurement solution. The system employs an array of circular structured light for 3D detection, suitable for liquids with contact angles less than 90° and good diffuse reflection properties.The main steps include: feature region selection, 3D point cloud acquisition, droplet surface fitting, and contact angle measurement. In the image preprocessing stage, a method based on HSV space combined with morphological operations is proposed. For feature region selection, an area filtering method is introduced. Geometric calculations are used to convert 2D point clouds to 3D point clouds, and a point cloud matching algorithm is proposed to optimize point cloud fusion.Compared to 2D measurement methods, experimental results show that the proposed method significantly improves measurement accuracy and reliability, achieving a maximum error of less than 1°, with most errors being less than 0.5°. Additionally, it allows for further analysis of material physical properties and surface uniformity.

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许武,田汉民,刘维龙,王纪伟,曹蕊.基于三维重建的液滴接触角测量方法[J].电子测量技术,2024,47(19):54-62

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  • 在线发布日期: 2024-12-24
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