Virtual Reality-Based Digital Twins: A Case Study on Pharmaceutical Cannabis

被引:6
作者
Spyrou, Orestis [1 ]
Hurst, William [1 ]
Verdouw, Cor [1 ,2 ]
机构
[1] Wageningen Univ & Res, Informat Technol Grp, Hollandseweg 1, NL-6706 KN Wageningen, Netherlands
[2] Mprise Agriware, NL-3900 AN Veenendaal, Netherlands
关键词
Digital Twin; eXtended Reality; Virtual Reality; pharmaceutical cannabis cultivation; Industry; 4; 0; AUGMENTED REALITY; SUPPLY CHAIN; SATIVA L; CULTIVATION; TECHNOLOGY; EXTRACTION;
D O I
10.3390/bdcc7020095
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Digital Twins are digital equivalents of real-life objects. They allow producers to act immediately in case of (expected) deviations and to simulate effects of interventions based on real-life data. Digital Twin and eXtended Reality technologies (including Augmented Reality, Mixed Reality and Virtual Reality technologies), when coupled, are promising solutions to address the challenges of highly regulated crop production, namely the complexity of modern production environments for pharmaceutical cannabis, which are growing constantly as a result of legislative changes. Cannabis farms not only have to meet very high quality standards and regulatory requirements but also have to deal with high production and market uncertainties, including energy considerations. Thus, the main contributions of the research include an architecture design for eXtended-Reality-based Digital Twins for pharmaceutical cannabis production and a proof of concept, which was demonstrated at the Wageningen University Digital Twins conference. A convenience sampling method was used to recruit 30 participants who provided feedback on the application. The findings indicate that, despite 70% being unfamiliar with the concept, 80% of the participants were positive regarding the innovation and creativity.
引用
收藏
页数:17
相关论文
共 50 条
[31]   The Efficacy of a Virtual Reality-Based Mindfulness Intervention [J].
Yildirim, Caglar ;
O'Grady, Tara .
2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND VIRTUAL REALITY (AIVR 2020), 2020, :158-165
[32]   Opportunities for Visualising Complex Data by Integrating Virtual Reality and Digital Twins [J].
da Silva, G. S. ;
Kruger, K. ;
Basson, A. H. .
SMART, SUSTAINABLE MANUFACTURING IN AN EVER-CHANGING WORLD, COMA '22, 2023, :553-563
[33]   Virtual Reality Tools for Creating Interactive Digital Twins of Attractions Infrastructure [J].
Feklistov, Vladislav ;
Gurtyakov, Alexander ;
Shuklin, Aleksey ;
Savina, Oksana ;
Ereshchenko, Tatyana .
NOVEL AND INTELLIGENT DIGITAL SYSTEMS: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE, NIDS 2024, 2024, 1170 :257-268
[34]   Design, Implementation, and Evaluation of an Immersive Virtual Reality-Based Educational Game for Learning Topology Relations at Schools: A Case Study [J].
Bazargani, Jalal Safari ;
Sadeghi-Niaraki, Abolghasem ;
Choi, Soo-Mi .
SUSTAINABILITY, 2021, 13 (23)
[35]   Assessment of virtual reality-based manufacturing assembly training system [J].
Abidi, Mustufa Haider ;
Al-Ahmari, Abdulrahman ;
Ahmad, Ali ;
Ameen, Wadea ;
Alkhalefah, Hisham .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 105 (09) :3743-3759
[36]   Virtual Reality-Based Random Dot Kinematogram [J].
Ma, Jun ;
Kim, Hyo-Jung ;
Kim, Ji-Soo ;
Lee, Eek-Sung ;
Hong, Min .
CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 68 (03) :4205-4213
[37]   Development of a Virtual Reality-Based Environment for Telerehabilitation [J].
Covaciu, Florin ;
Vaida, Calin ;
Gherman, Bogdan ;
Pisla, Adrian ;
Tucan, Paul ;
Pisla, Doina .
APPLIED SCIENCES-BASEL, 2024, 14 (24)
[38]   Virtual Reality-Based Donning and Doffing Simulator [J].
Kakdas, Yasar C. ;
Demirel, Doga ;
Barker, Jacob R. ;
Halic, Tansel ;
Keane, Jeffrey ;
Mitchell, John ;
Jones, Stephanie ;
Jones, Daniel B. ;
De, Suvranu ;
Jackson, Cullen .
2024 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES ABSTRACTS AND WORKSHOPS, VRW 2024, 2024, :214-222
[39]   Virtual Reality Extension for Digital Twins of Machine Tools [J].
Holzwarth, Valentin ;
Hirt, Christian ;
Gisler, Joy ;
Kunz, Andreas .
SMART SERVICES SUMMIT, 2022, :77-84
[40]   Virtual reality-based navigation of a mobile robot [J].
Schmitt, M ;
Kraiss, KF .
ANALYSIS, DESIGN AND EVALUATION OF MAN-MACHINE SYSTEMS 1998, 1999, :329-334