Holorailway:支持铁路行业装配作业的增强现实系统

IF 4.2 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Clara Garcia, Mario Ortega, Eugenio Ivorra, Manuel Contero, Pau Mora, Mariano L. Alcañiz
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引用次数: 0

摘要

在过去二十年中,增强现实技术(AR)的工业应用已被纳入汽车或航空等行业的制造、维护和装配等任务中。然而,由于铁路行业的复杂性和自动化任务的困难性,AR 的潜力尚未在铁路行业得到展示。本作品旨在介绍一种基于 HoloLens 2 的 AR 系统,以协助铁路部门的绝缘板组装过程,从而大幅缩短组装所需的时间。在对系统进行技术描述的同时,还提供了一个详尽的验证过程,将使用开发的系统进行的装配与一家公司使用的传统装配方法进行了比较,该公司为案例研究提供了便利。结果表明,所介绍的系统在定位子任务所花费的时间上比传统解决方案多出 78%,这意味着总体装配时间减少了 47%。此外,它还减少了 88% 的错误数量,使装配过程更加精确,几乎没有错误。最后,事实还证明,使用增强现实技术可以消除用户对系统先前知识的依赖,从而促进装配。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Holorailway: an augmented reality system to support assembly operations in the railway industry

Holorailway: an augmented reality system to support assembly operations in the railway industry

During the last two decades, industrial applications of augmented reality (AR) have been incorporated in sectors such as automotive or aeronautics in tasks including manufacturing, maintenance, and assembly. However, AR’s potential has yet to be demonstrated in the railway sector due to its complexity and difficulties in automating tasks. This work aims to present an AR system based on HoloLens 2 to assist the assembly process of insulation panels in the railway sector significantly decreasing the time required to perform the assembly. Along with the technical description of the system, an exhaustive validation process is provided where the assembly using the developed system is compared to the traditional assembly method as used by a company that has facilitated a case study. The results obtained show that the system presented outperforms the traditional solution by 78% in the time spent in the localization subtask, which means a 47% decrease in the global assembly time. Additionally, it decreases the number of errors in 88% of the cases, obtaining a more precise and almost error-free assembly process. Finally, it is also proven that using AR removes the dependence on users’ prior knowledge of the system to facilitate assembly.

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来源期刊
Advances in Manufacturing
Advances in Manufacturing Materials Science-Polymers and Plastics
CiteScore
9.10
自引率
3.80%
发文量
274
期刊介绍: As an innovative, fundamental and scientific journal, Advances in Manufacturing aims to describe the latest regional and global research results and forefront developments in advanced manufacturing field. As such, it serves as an international platform for academic exchange between experts, scholars and researchers in this field. All articles in Advances in Manufacturing are peer reviewed. Respected scholars from the fields of advanced manufacturing fields will be invited to write some comments. We also encourage and give priority to research papers that have made major breakthroughs or innovations in the fundamental theory. The targeted fields include: manufacturing automation, mechatronics and robotics, precision manufacturing and control, micro-nano-manufacturing, green manufacturing, design in manufacturing, metallic and nonmetallic materials in manufacturing, metallurgical process, etc. The forms of articles include (but not limited to): academic articles, research reports, and general reviews.
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