利用遗传算法测量表面位移和应变曲线的智能图像相关

Alan Pilch, Jay Maudlin, A. Mahajan, T. Chu
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引用次数: 2

摘要

本文提出了一种利用遗传算法估计表面位移和应变的智能数字图像相关技术。斑点图案喷漆在感兴趣的表面和照片拍摄之前和期间加载。利用插值方法获得了精确测量位移和应变所需的亚像素分辨率。采用一种基于遗传算法(GAs)的创新方法,直接给出所研究子集的两个位移和四个变形梯度。遗传算法保证了基于创新校准程序的解决方案。本文的重点是描述用于搜索过程的遗传算法和校准方案。给出了测量刚体位移和均匀法向应变的结果作为概念的证明。这项工作的一些潜在应用是提取飞机、航天器和可重复使用的运载火箭、潜艇和船体、桥梁、水坝和建筑物等民用基础设施以及生物医学成像应用的表面位移和应变。
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Intelligent Image Correlation Using Genetic Algorithms for Measuring Surface Displacements and Strain Profiles
This paper presents an intelligent digital image correlation technique that uses genetic algorithms to estimate surface displacements and strains. Speckle patterns are spray painted on the surface of interest and pictures taken before and during loading. Subpixel resolution, required for measuring displacements and strains accurately, is obtained by using interpolation methods. An innovative procedure based on genetic algorithms (GAs) is used that directly gives two displacements and four deformation gradients for a subset being investigated. The genetic algorithms guarantee a solution based on an innovative calibration procedure. The focus of this paper is the description of the GA routine used for the search process as well as the calibration scheme. Results are presented for measuring rigid-body displacement and uniform normal strain as proof of concept. Some potential applications for this work are to extract surface displacements and strains on aircraft, spacecraft and reusable launch vehicles, submarine and ship hulls, civil infrastructures such as bridges, dams and buildings, and biomedical imaging applications.
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