Influence of point cloud filtering on optical inspection of additive manufactured metal parts

IF 3.5 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Sara Giganto , Susana Martínez-Pellitero , Víctor Meana , Eduardo Cuesta , Joaquín Barreiro
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引用次数: 0

Abstract

The characteristics of additively manufactured parts (topological optimisation, freedom of design …) present a challenge from a metrological point of view. In this respect, non-contact inspection is of great importance for the rapid verification of this type of parts. However, their particular characteristics (stair-effect, high roughness, surface finish) can contribute to measurement errors and deviations when using different optical inspection equipment. In relation to this, 3D scanning point-clouds filtering can improve the results by increasing precision during inspection. In particular, this paper evaluates the influence of applying filters to digitize additive manufactured metal parts, which are scanned using different optical inspection systems commonly used in industry (based on laser triangulation, conoscopic holography and structured light techniques). The main objective is to establish the most suitable inspection procedure depending on the inspection system used. According to the dimensional results achieved, it can be concluded that the filtering does not have significant influence, regardless of the used sensor. However, the geometrical results are strongly influenced by the point-cloud quality; consequently, it is recommended to apply filters for most of the evaluated optical systems. One of the main contributions of this study is the definition of the filtering process methodology prior to non-contact inspection, depending on both the used optical system and the part to be evaluated, in order to define the most suitable filtering parameter to achieve a precise optical inspection.

点云过滤对增材制造金属零件光学检测的影响
快速成型部件的特点(拓扑优化、设计自由......)给计量学带来了挑战。在这方面,非接触式检测对快速验证此类零件具有重要意义。然而,在使用不同的光学检测设备时,其特殊性(阶梯效应、高粗糙度、表面光洁度)会导致测量误差和偏差。因此,三维扫描点云过滤可以在检测过程中提高精度,从而改善检测结果。本文特别评估了应用滤波器对增材制造金属零件进行数字化的影响,这些零件是使用工业中常用的不同光学检测系统(基于激光三角测量、圆锥全息和结构光技术)扫描的。主要目的是根据所使用的检测系统确定最合适的检测程序。根据获得的尺寸结果,可以得出结论:无论使用哪种传感器,滤波的影响都不大。然而,几何结果受点云质量的影响很大;因此,建议对大多数受评估的光学系统使用滤波器。本研究的主要贡献之一是根据所使用的光学系统和要评估的部件,定义非接触式检测前的滤波过程方法,从而确定最合适的滤波参数,实现精确的光学检测。
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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来源期刊
CiteScore
7.40
自引率
5.60%
发文量
177
审稿时长
46 days
期刊介绍: Precision Engineering - Journal of the International Societies for Precision Engineering and Nanotechnology is devoted to the multidisciplinary study and practice of high accuracy engineering, metrology, and manufacturing. The journal takes an integrated approach to all subjects related to research, design, manufacture, performance validation, and application of high precision machines, instruments, and components, including fundamental and applied research and development in manufacturing processes, fabrication technology, and advanced measurement science. The scope includes precision-engineered systems and supporting metrology over the full range of length scales, from atom-based nanotechnology and advanced lithographic technology to large-scale systems, including optical and radio telescopes and macrometrology.
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