移动平台上机器人 3D 打印的可视化控制

IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Mechatronics Pub Date : 2024-04-26 DOI:10.1016/j.mechatronics.2024.103191
M.S. Chaudhry , A. Czekanski
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引用次数: 0

摘要

近年来,在开发满足各种苛刻应用的专业 3D 打印技术方面取得了重大进展。然而,当涉及复杂的原位打印场景时,这项技术的现状却面临挑战,因为这种场景需要一个可控的打印平台。缺乏稳定的打印平台是限制其原位应用的根本原因。为了解决这个问题,我们提出了一种新型的独立于平台的三维制造工艺,可以在不合作运动的平台上进行打印。该工艺通过开发闭环视觉反馈控制机器人打印工艺,克服了高速跟踪、运动补偿和实时打印等难题。我们将详细讨论拟议流程中基于标记的视觉检测和跟踪控制器设置。该算法由两个异步运行的回路组成:一个高速内控制回路和一个外测量回路。这种设置能够精确地跟踪打印平台,补偿打印过程中的任何干扰。我们的实验结果表明,即使在平台速度干扰较小的情况下,也能成功打印出简单的线性几何图形。此外,跟踪控制器处理测量遮挡的能力也得到了验证,显示了所建议流程的鲁棒性和有效性。我们的工作为在复杂的现场打印场景中实现 3D 打印迈出了重要一步。
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Visual control for robotic 3D printing on a moving platform

In recent years, there has been significant progress in developing specialized 3D printing techniques that cater to various demanding applications. However, the current state of this technology is challenged when it comes to complex in situ printing scenarios, which require a controlled printing platform. The lack of a stable printing platform is a fundamental limitation of its use in in situ applications. To address this issue, we present a novel platform-independent 3D fabrication process that enables printing on platforms with non-cooperative movement. The process overcomes the challenge of high-speed tracking, motion compensation, and real-time printing by developing a closed-loop visual feedback-controlled robotic printing process. The proposed process incorporates a marker-based visual detection and tracking controller setup, which is discussed in detail. The algorithm consists of two loops running asynchronously: a high-speed inner control loop and an outer measurement loop. This setup enables precise and accurate tracking of the printing platform, compensating for any disturbances during the printing process. Our experimental results demonstrate the successful printing of simple linear geometries, even with low-disturbing platform velocities. Moreover, the tracking controllers' ability to handle measurement occlusion is validated, showing the proposed process's robustness and effectiveness. Our work provides a significant step towards enabling 3D printing in complex in situ printing scenarios.

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来源期刊
Mechatronics
Mechatronics 工程技术-工程:电子与电气
CiteScore
5.90
自引率
9.10%
发文量
0
审稿时长
109 days
期刊介绍: Mechatronics is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes. It relates to the design of systems, devices and products aimed at achieving an optimal balance between basic mechanical structure and its overall control. The purpose of this journal is to provide rapid publication of topical papers featuring practical developments in mechatronics. It will cover a wide range of application areas including consumer product design, instrumentation, manufacturing methods, computer integration and process and device control, and will attract a readership from across the industrial and academic research spectrum. Particular importance will be attached to aspects of innovation in mechatronics design philosophy which illustrate the benefits obtainable by an a priori integration of functionality with embedded microprocessor control. A major item will be the design of machines, devices and systems possessing a degree of computer based intelligence. The journal seeks to publish research progress in this field with an emphasis on the applied rather than the theoretical. It will also serve the dual role of bringing greater recognition to this important area of engineering.
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