Digital Twin for Human-Robot Collaboration in Manufacturing: Review and Outlook

被引:39
作者
Ramasubramanian, Aswin K. [1 ]
Mathew, Robins [1 ]
Kelly, Matthew [1 ]
Hargaden, Vincent [1 ]
Papakostas, Nikolaos [1 ]
机构
[1] Univ Coll Dublin, Sch Mech & Mat Engn, Lab Adv Mfg Simulat & Robot, D04 V1W8, Dublin, Ireland
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 10期
基金
欧盟地平线“2020”;
关键词
collaborative robot; digital twin; digital manufacturing; human-robot collaboration; CYBER-PHYSICAL SYSTEMS; VIRTUAL-REALITY; SIMULATION; FUTURE; INDUSTRY; DESIGN; MOTION; FACTORIES; FRAMEWORK; TOOLS;
D O I
10.3390/app12104811
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Industry 4.0, as an enabler of smart factories, focuses on flexible automation and customization of products by utilizing technologies such as the Internet of Things and cyber-physical systems. These technologies can also support the creation of virtual replicas which exhibit real-time characteristics of a physical system. These virtual replicas are commonly referred to as digital twins. With the increased adoption of digitized products, processes and services across manufacturing sectors, digital twins will play an important role throughout the entire product lifecycle. At the same time, collaborative robots have begun to make their way onto the shop floor to aid operators in completing tasks through human-robot collaboration. Therefore, the focus of this paper is to provide insights into approaches used to create digital twins of human-robot collaboration and the challenges in developing these digital twins. A review of different approaches for the creation of digital twins is presented, and the function and importance of digital twins in human-robot collaboration scenarios are described. Finally, the paper discusses the challenges of creating a digital twin, in particular the complexities of modelling the digital twin of human-robot collaboration and the exactness of the digital twin with respect to the physical system.
引用
收藏
页数:35
相关论文
共 201 条
[1]  
Abburu S., 2020, P P 2020 IEEE INT C
[2]  
Aheleroff S., 2020, INDUSTRY, VVolume 4, P77
[3]  
Aivaliotis P, 2019, INT ICE CONF ENG
[4]  
Akella P, 1999, ICRA '99: IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-4, PROCEEDINGS, P728, DOI 10.1109/ROBOT.1999.770061
[5]   Scanning the Industry 4.0: A Literature Review on Technologies for Manufacturing Systems [J].
Alcacer, V. ;
Cruz-Machado, V. .
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2019, 22 (03) :899-919
[6]  
[Anonymous], 2019, NURTURING DIGITAL TW
[7]  
[Anonymous], SLORETZ FLOATING JOI
[8]  
[Anonymous], What is a digital twin Internet?
[9]  
[Anonymous], Digital twin market size share, growth analysis 2032
[10]  
[Anonymous], 2017, IEEE INT WORKSHOP EL