Digital Twin for FANUC Robots: Industrial Robot Programming and Simulation Using Virtual Reality

被引:70
作者
Garg, Gaurav [1 ]
Kuts, Vladimir [2 ]
Anbarjafari, Gholamreza [3 ,4 ,5 ,6 ]
机构
[1] Univ Tartu, Inst Technol Robot & Comp Engn, EE-50090 Tartu, Estonia
[2] Tallinn Univ Technol, Sch Engn, Dept Mech & Ind Engn, EE-19086 Tallinn, Estonia
[3] Univ Tartu, Inst Technol, Dept Intelligent Comp Vis iCV, EE-50411 Tartu, Estonia
[4] Yildiz Tech Univ, Inst Higher Educ, TR-34349 Istanbul, Turkey
[5] PwC Advisory, FI-00180 Helsinki, Finland
[6] iVCV OU, EE-51011 Tartu, Estonia
关键词
Digital Twin; robot programming; Virtual Reality; FANUC;
D O I
10.3390/su131810336
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A Digital Twin is the concept of creating a digital replica of physical models (such as a robot). This is similar to establishing a simulation using a robot operating system (ROS) or other industrial-owned platforms to simulate robot operations and sending the details to the robot controller. In this paper, we propose a Digital Twin model that assists in the online/remote programming of a robotic cell by creating a 3D digital environment of a real-world configuration. Our Digital Twin model consists of two components, (1) a physical model: FANUC robot (M-10iA/12), and (2) a digital model: Unity (a gaming platform) that comes with specialized plugins for virtual and augmented reality devices. One of the main challenges in the existing approach of robot programming is writing and modifying code for a robot trajectory that is eased in our framework using a Digital Twin. Using a Digital Twin setup along with Virtual Reality, we observe the trajectory replication between digital and physical robots. The simulation analysis provided a latency of approximately 40 ms with an error range of -0.28 to 0.28 circle across the robot joint movements in a simulation environment and -0.3 to 0.3 circle across the actual robot joint movements. Therefore, we can conclude that our developed model is suitable for industrial applications.
引用
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页数:22
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