Defect detection on RTM composite parts via robotic contact measurement system

IF 6.5 2区 材料科学 Q1 MATERIALS SCIENCE, COMPOSITES Composites Communications Pub Date : 2024-09-12 DOI:10.1016/j.coco.2024.102070
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Abstract

In this work a new approach to detect and to evaluate defects typical of carbon fiber parts manufactured via resin transfer molding (RTM) is presented. The approach is based on a robotic contact measurement system, as an alternative or combined solution to vision methods. The research is meant to provide more accurate local geometry information to the global information acquired using vision systems. The system consists of a collaborative robot equipped with a force-torque sensor that scans the surface of the workpiece with a defined motion strategy. To evaluate the system, tests were conducted on a 3D printed part presenting a feature representative of the defects found on carbon fiber components. The results are compared with the CAD model and data acquired using a structured light scanner, showing that robotic contact measurement can be a viable method to enhance the reconstruction of a part with a higher accuracy. The system is then applied and validated on a real part made with RTM.

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通过机器人接触测量系统检测 RTM 复合材料部件的缺陷
在这项工作中,介绍了一种检测和评估通过树脂传递模塑(RTM)制造的碳纤维部件典型缺陷的新方法。该方法以机器人接触式测量系统为基础,作为视觉方法的替代或组合解决方案。这项研究旨在为使用视觉系统获取的全局信息提供更准确的局部几何信息。该系统由一个配备力矩传感器的协作机器人组成,该机器人可按照规定的运动策略扫描工件表面。为了对该系统进行评估,对一个 3D 打印部件进行了测试,该部件的特征代表了碳纤维部件上发现的缺陷。测试结果与 CAD 模型和使用结构光扫描仪获取的数据进行了比较,结果表明机器人接触测量是一种可行的方法,能以更高的精度增强零件的重构。随后,该系统在一个使用 RTM 制作的真实零件上进行了应用和验证。
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来源期刊
Composites Communications
Composites Communications Materials Science-Ceramics and Composites
CiteScore
12.10
自引率
10.00%
发文量
340
审稿时长
36 days
期刊介绍: Composites Communications (Compos. Commun.) is a peer-reviewed journal publishing short communications and letters on the latest advances in composites science and technology. With a rapid review and publication process, its goal is to disseminate new knowledge promptly within the composites community. The journal welcomes manuscripts presenting creative concepts and new findings in design, state-of-the-art approaches in processing, synthesis, characterization, and mechanics modeling. In addition to traditional fiber-/particulate-reinforced engineering composites, it encourages submissions on composites with exceptional physical, mechanical, and fracture properties, as well as those with unique functions and significant application potential. This includes biomimetic and bio-inspired composites for biomedical applications, functional nano-composites for thermal management and energy applications, and composites designed for extreme service environments.
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