Research on Real-time Data-driven Simulation Technology and Application of Digital Workshop

被引：0
|
作者：
Gao, Lingyan [1 ]
Gao, Zenggui [1 ]
Wu, Fang [2 ]
Wu, Pengfei [1 ]
Liu, Shouzheng [1 ]
Liu, Lilan [1 ]
机构：
[1] Shanghai Univ, Shanghai Key Lab Intelligent Mfg & Robot, Shanghai, Peoples R China
[2] Shanghai Huayuintelligence Technol Co Ltd, Shanghai, Peoples R China
来源：
PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019) | 2019年
关键词：
Intelligent workshop; Real-time data; Digital simulation; Simulation optimization;
D O I：
10.1109/itaic.2019.8785458
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In order to realize the increasing demand of simulation system in intelligent manufacturing workshop, this paper studies the data acquisition, data communication and simulation optimization technology in the workshop production process. It uses real-time data transmission interface to analyze and transfer parameters to realize data-driven simulation, by reducing the number of points and faces of the model, LOD technology, collision detection and process animation to optimize the simulation. Based on the Unity3D development platform, a real-time data-driven workshop simulation system was developed to realize the true mapping from the physical world to the virtual world. The actual application case shows that the system has performance of real time, smoothness, visualization and accuracy.
引用
收藏
页码：1743 / 1747
页数：5
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