自适应机器人系统,用于检测航空板条致动器支架。

IF 2.9 Q2 ROBOTICS Frontiers in Robotics and AI Pub Date : 2024-06-27 eCollection Date: 2024-01-01 DOI:10.3389/frobt.2024.1423319
Nour M Morsi, Mario Mata, Colin S Harrison, David Semple
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引用次数: 0

摘要

导言:航空航天业对机器人的使用率很低,这主要是由于航空航天制造商需要低产量/高精度的生产。此外,航空航天制造和装配现场通常是非结构化的环境,并不特别适合机器人操作。方法:本文介绍了一种使用现成组件的机器人视觉检测系统,该系统能够检测机翼板条致动器的安装孔,无需进行固定坐标编程;只需将零件放在机器人可触及的范围内即可。我们的系统将一对相对的安装孔中的一个设置为基准("基准"),然后比较所有其他安装孔的倾斜度。假设安装孔倾斜度的任何偏差都不是系统性的,而是由于正常的制造公差造成的,那么我们的系统要么能保证所有安装孔正确对齐,要么能突出显示存在错位的安装孔。结果与讨论:计算机视觉倾斜测量的误差低于 0.03°,采用定制优化方法确定安装孔的中心和半径。机器人从基准点移动到其余各孔对时产生的误差,可通过移动回基准点并在移动到下一个孔对之前再次固定方向来补偿。这个误差估计约为 0.05°,因此任何安装孔对的总倾斜误差估计为 0.08°。这一点可以通过在校准过的工作台上使用钟表规手动测量孔对的倾斜度来确认(正常运行时不使用)。
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Adaptive robotic system for the inspection of aerospace slat actuator mount.

Introduction: Robotics uptake in the aerospace industry is low, mainly due to the low-volume/high-accuracy production that aerospace manufacturers require. Furthermore, aerospace manufacturing and assembly sites are often unstructured environments not specifically suitable for robots to operate in. Methods: This paper introduces a robotic visual inspection system using off-the-shelf components able to inspect the mounting holes for wing slat actuators without the need for fixed-coordinate programming; the part just needs to be left within reach of the robot. Our system sets one of the opposed pairs of mounting holes as a reference (the "datum") and then compares the tilt of all other pairs of mounting holes with respect to it. Under the assumption that any deviation in the mounting hole tilt is not systematic but due to normal manufacturing tolerances, our system will either guarantee the correct alignment of all mounting holes or highlight the existence of misaligned holes. Results and Discussion: Computer-vision tilt measurements are performed with an error of below 0.03° using custom optimization for the sub-pixel determination of the center and radius of the mounting holes. The error introduced by the robot's motion from the datum to each of the remaining hole pairs is compensated by moving back to the datum and fixing the orientation again before moving to inspect the next hole pair. This error is estimated to be approximately 0.05°, taking the total tilt error estimation for any mounting hole pair to be 0.08° with respect to the datum. This is confirmed by manually measuring the tilt of the hole pairs using a clock gauge on a calibrated table (not used during normal operation).

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来源期刊
CiteScore
6.50
自引率
5.90%
发文量
355
审稿时长
14 weeks
期刊介绍: Frontiers in Robotics and AI publishes rigorously peer-reviewed research covering all theory and applications of robotics, technology, and artificial intelligence, from biomedical to space robotics.
期刊最新文献
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