arXiv:2410.14934cs.ROcs.SY2024-10被引 6

构建可复用的工业机器人数字孪生框架,实现低延迟实时控制与可视化。

Development of a Simple and Novel Digital Twin Framework for Industrial Robots in Intelligent robotics manufacturing

  • 通过RWS实现机器人通信,Unity3D与网页平台完成实时仿真。
  • 通信刷新率仅17毫秒,支持实时路径规划与全流程可视化。
  • 无需第三方工具,网页界面易用,适合智能制造场景快速部署。

本文提出一种简单且新颖的数字孪生(DT)系统构建方法,适用于智能制造中的工业机器人。该框架通过机器人网络服务(RWS)实现高效通信,利用Unity 3D与基于网页的平台进行实时仿真,无需第三方工具。系统支持整个工作流程的实时可视化与控制,并可在MATLAB中执行算法实现实时路径规划。实验结果验证了高通信效率,刷新率仅为17毫秒。此外,开发的基于网页的平台和图形用户界面(GUI)提升了实时控制的可访问性与友好性。

原文摘要 · Abstract (English)

This paper has proposed an easily replicable and novel approach for developing a Digital Twin (DT) system for industrial robots in intelligent manufacturing applications. Our framework enables effective communication via Robot Web Service (RWS), while a real-time simulation is implemented in Unity 3D and Web-based Platform without any other 3rd party tools. The framework can do real-time visualization and control of the entire work process, as well as implement real-time path planning based on algorithms executed in MATLAB. Results verify the high communication efficiency with a refresh rate of only $17 ms$. Furthermore, our developed web-based platform and Graphical User Interface (GUI) enable easy accessibility and user-friendliness in real-time control.

数字孪生工业机器人实时控制Unity3D

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