Towards Trust-preserving Continuous Co-evolution of Digital Twins

被引:2
作者
Bersani, M. M. [1 ]
Braghin, C. [2 ]
Cortellessa, V [3 ]
Gargantini, A. [4 ]
Grassi, V [5 ]
Lo Presti, F. [5 ]
Mirandola, R. [1 ]
Pierantonio, A. [3 ]
Riccobene, E. [2 ]
Scandurra, P. [4 ]
机构
[1] Politecn Milan, Milan, Italy
[2] Univ Milan, Milan, Italy
[3] Univ Aquila, Laquila, Italy
[4] Univ Bergamo, Bergamo, Italy
[5] Univ Roma Tor Vergata, Rome, Italy
来源
2022 IEEE 19TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE COMPANION (ICSA-C 2022) | 2022年
关键词
D O I
10.1109/ICSA-C54293.2022.00024
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Physical systems are complex, and their behaviour is typically affected by uncertainty caused by incomplete knowledge about their state and operations. The emergence of Digital Twins (DTs), i.e., virtual copies of physical systems, leverages the opportunity of supporting in-vitro diagnoses and decision-making. However, the adoption of DTs cannot neglect the trust that stakeholders have in them and in their insights. Here, we present a preliminary framework for architecting DTs where appropriate modeling notations, trust assurance, and co-evolution between DTs and physical systems are part of a holistic method aiming to guarantee that a DT conforms, in terms of configuration and behaviour, to its corresponding Physical Twin (PT).
引用
收藏
页码:96 / 99
页数:4
相关论文
共 11 条
[1]   The novel Mechanical Ventilator Milano for the COVID-19 pandemic [J].
Abba, A. ;
Accorsi, C. ;
Agnes, P. ;
Alessi, E. ;
Amaudruz, P. ;
Annovi, A. ;
Desages, F. Ardellier ;
Back, S. ;
Badia, C. ;
Bagger, J. ;
Basile, V. ;
Batignani, G. ;
Bayo, A. ;
Bell, B. ;
Beschi, M. ;
Biagini, D. ;
Bianchi, G. ;
Bicelli, S. ;
Bishop, D. ;
Boccali, T. ;
Bombarda, A. ;
Bonfanti, S. ;
Bonivento, W. M. ;
Bouchard, M. ;
Breviario, M. ;
Brice, S. ;
Brown, R. ;
Calvo-Mozota, J. M. ;
Camozzi, L. ;
Camozzi, M. ;
Capra, A. ;
Caravati, M. ;
Carlini, M. ;
Ceccanti, A. ;
Celano, B. ;
Cela Ruiz, J. M. ;
Charette, C. ;
Cogliati, G. ;
Constable, M. ;
Crippa, C. ;
Croci, G. ;
Cudmore, S. ;
Dahl, C. E. ;
Dal Molin, A. ;
Daley, M. ;
Di Guardo, C. ;
D'Avenio, G. ;
Davignon, O. ;
Del Tutto, M. ;
De Ruiter, J. .
PHYSICS OF FLUIDS, 2021, 33 (03)
[2]   A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications [J].
Barricelli, Barbara Rita ;
Casiraghi, Elena ;
Fogli, Daniela .
IEEE ACCESS, 2019, 7 :167653-167671
[3]  
Becue A., 2018, CyberFactory#1-Securing the Industry 4.0 with cyber-ranges and digital twins, P1, DOI DOI 10.1109/WFCS.2018.8402377
[4]  
Damjanovic-Behrendt V, 2018, 2018 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS), P272, DOI 10.1109/IS.2018.8710526
[5]   Digital Twin: Enabling Technologies, Challenges and Open Research [J].
Fuller, Aidan ;
Fan, Zhong ;
Day, Charles ;
Barlow, Chris .
IEEE ACCESS, 2020, 8 :108952-108971
[6]  
Grieves M., 2016, Florida Institute of Technology, DOI [DOI 10.13140/RG.2.2.26367.61609, https://doi.org/10.13140/RG.2.2.26367.61609]
[7]   Characterising the Digital Twin: A systematic literature review [J].
Jones, David ;
Snider, Chris ;
Nassehi, Aydin ;
Yon, Jason ;
Hicks, Ben .
CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2020, 29 :36-52
[8]  
MarketsandMarket, 2020, DIG TWIN MARK
[9]   Digital Twin Service towards Smart Manufacturing [J].
Qi, Qinglin ;
Tao, Fei ;
Zuo, Ying ;
Zhao, Dongming .
51ST CIRP CONFERENCE ON MANUFACTURING SYSTEMS, 2018, 72 :237-242
[10]   Shaping the digital twin for design and production engineering [J].
Schleich, Benjamin ;
Anwer, Nabil ;
Mathieu, Luc ;
Wartzack, Sandro .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2017, 66 (01) :141-144