Opportunities for Visualising Complex Data by Integrating Virtual Reality and Digital Twins

被引:0
作者
da Silva, G. S. [1 ]
Kruger, K. [1 ]
Basson, A. H. [1 ]
机构
[1] Stellenbosch Univ, Dept Mech & Mechatron Engn, Stellenbosch, South Africa
来源
SMART, SUSTAINABLE MANUFACTURING IN AN EVER-CHANGING WORLD, COMA '22 | 2023年
基金
新加坡国家研究基金会;
关键词
Digital twin; Virtual reality; Complex systems; ENVIRONMENT; SIMULATION; DESIGN;
D O I
10.1007/978-3-031-15602-1_40
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A digital twin is a digital representation of a physical system and reflects selected aspects of the reality of the physical system in a digital environment. Digital twins are typically used to support data led decision-making. The digital twins of complex systems collect a large amount and variety of data from the physical system, which presents the challenge of integrating and visualising the data to understand the physical twin's own actions and its interactions with its environment. Virtual reality (VR) is visualisation technology that has become more easily available over the past few years. VR places the user in a 3-D visual environment which, using the proper equipment, they can interact with and manipulate items. This paper shows that the integration of digital twins with VR offers opportunities such as improved data navigation, data interpretation, collaboration during data interpretation and, thereby, decision making. The paper also explores the challenges that integration brings, including avoiding potentially overwhelming the user with data, navigating through the data, lack of industry experience and potential negative effects on users' wellbeing. The paper concludes with suggestions for further research into the integration of virtual reality and digital twins.
引用
收藏
页码:553 / 563
页数:11
相关论文
共 22 条
[1]   A comparative evaluation of the effectiveness of virtual reality, 3D visualization and 2D visual interactive simulation: an exploratory meta-analysis [J].
Akpan, Ikpe Justice ;
Shanker, Murali .
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2019, 95 (02) :145-170
[2]   Immersion or Diversion: Does Virtual Reality Make Data Visualisation More Effective? [J].
Andersen, Benjamin J. H. ;
Davis, Arran T. A. ;
Weber, Gerald ;
Wunsche, Burkhard C. .
2019 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), 2019, :190-196
[3]  
Donalek C, 2014, IEEE INT CONF BIG DA, P609, DOI 10.1109/BigData.2014.7004282
[4]  
Drouhard M, 2015, PROCEEDINGS 2015 IEEE INTERNATIONAL CONFERENCE ON BIG DATA, P2453, DOI 10.1109/BigData.2015.7364040
[5]   Virtual Reality: Beyond Visualization [J].
El Beheiry, Mohamed ;
Doutreligne, Sebastien ;
Caporal, Clement ;
Ostertag, Cecilia ;
Dahan, Maxime ;
Masson, Jean-Baptiste .
JOURNAL OF MOLECULAR BIOLOGY, 2019, 431 (07) :1315-1321
[6]   Virtual Reality Interfaces for Interacting with Three-Dimensional Graphs [J].
Erra, Ugo ;
Malandrino, Delfina ;
Pepe, Luca .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2019, 35 (01) :75-88
[7]   New insights into the suitability of the third dimension for visualizing multivariate/multidimensional data: A study based on loss of quality quantification [J].
Gracia, Antonio ;
Gonzalez, Santiago ;
Robles, Victor ;
Menasalvas, Ernestina ;
von Landesberger, Tatiana .
INFORMATION VISUALIZATION, 2016, 15 (01) :3-30
[8]  
Grieves M., 2017, Transdisciplinary perspectives on complex systems, P85, DOI [DOI 10.1007/978-3-319-38756-74, 10.1007/978-3-319-38756-7_4 10.1007/978-3-319-38756-7_4, DOI 10.1007/978-3-319-38756-7_4]
[9]   Digital twin and virtual reality: a co-simulation environment for design and assessment of industrial workstations [J].
Havard, Vincent ;
Jeanne, Benoit ;
Lacomblez, Marc ;
Baudry, David .
PRODUCTION AND MANUFACTURING RESEARCH-AN OPEN ACCESS JOURNAL, 2019, 7 (01) :472-489
[10]   Virtual reality: A survey of enabling technologies and its applications in IoT [J].
Hu, Miao ;
Luo, Xianzhuo ;
Chen, Jiawen ;
Lee, Young Choon ;
Zhou, Yipeng ;
Wu, Di .
JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 178