利用光学目标跟踪扩展工业数字孪生

A. Tammaro, Álvaro Segura, A. Moreno, Jairo R. Sánchez
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引用次数: 10

摘要

在过去的一年里,工业4.0和智能工厂的概念越来越受到重视。这种创新的一个核心方面是物理系统与相应的虚拟表示的耦合,称为数字孪生。这项技术可以实现新的强大应用,如实时生产优化或先进的云服务。为了确保真实的虚拟等价,有必要为每个生产系统实施多模式数据采集框架,利用它们的传感能力,以及适当的通信和控制体系结构。在本文中,我们扩展了生产系统的数字孪生的概念,增加了其操作环境的虚拟表示。以这种方式,论文描述了一个使用工业机器人的概念验证,其中其工作体积内的物体被光学跟踪系统捕获。检测到的物体与机器人一起被添加到细胞的数字孪生模型中,以这种方式拥有实时更新的完整系统的同步虚拟表示。本文描述了该跟踪系统以及数字孪生在Web3D虚拟环境中的集成,该虚拟环境可以从任何兼容设备(如pc,平板电脑和智能手机)访问。
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Extending Industrial Digital Twins with Optical Object Tracking
In the last year, the concept of Industry 4.0 and smart factories has increasingly gained more importance. One of the central aspects of this innovation is the coupling of physical systems with a corresponding virtual representation, known as the Digital Twin. This technology enables new powerful applications, such as real-time production optimization or advanced cloud services. To ensure the real-virtual equivalence it is necessary to implement multimodal data acquisition frameworks for each production system using their sensing capabilities, as well as appropriate communication and control architectures. In this paper we extend the concept of the digital twin of a production system adding a virtual representation of its operational environment. In this way the paper describes a proof of concept using an industrial robot, where the objects inside its working volume are captured by an optical tracking system. Detected objects are added to the digital twin model of the cell along with the robot, having in this way a synchronized virtual representation of the complete system that is updated in real time. The paper describes this tracking system as well as the integration of the digital twin in a Web3D based virtual environment that can be accessed from any compatible devices such as PCs, tablets and smartphones.
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