Digital Twin-based Design and Operation of Human-Robot Collaborative Assembly
Yichen Wang, Jindan Feng, Jinshan Liu, Xiaojun Liu, Junfeng Wang
- Year
- 2022
- Citations
- 15
Abstract
Human-robot collaborative assembly (HRCA) can reduce human work intensity and improve the level of assembly automation. However, high assembly efficiency requires not only a reasonable division of labor between humans and robots, but also close communication and flexible control during the assembly process. In this paper, we propose a Digital Twin (DT) based framework for the design and operation of HRCA. The framework consists of five elements: physical entities, virtual entities, twin data, service centers and their connections. In particular, the design process is oriented to layout design, sequence planning and task assignment; the operation process is oriented to data processing and visualization, event processing, task scheduling and human-robot control. Through virtual and reality real-time mapping, simulation and optimization, it enables deep human-robot collaboration and efficient assembly. We finally use the example of satellite plate assembly to illustrate the rationality of the framework in the design and operation of HRCA.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002