Digital twins as run-time predictive models for the resilience of cyber-physical systems: a conceptual framework

F Flammini - … Transactions of the Royal Society A, 2021 - royalsocietypublishing.org
Digital twins (DT) are emerging as an extremely promising paradigm for run-time modelling
and performability prediction of cyber-physical systems (CPS) in various domains. Although …

Chaos engineering for resilience assessment of digital twins

M Fogli, C Giannelli, F Poltronieri… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Within the Industry 4.0 vision, digital twins (DTs) have gained great attention as a promising
approach to improve remote monitoring and control by means of virtual representations of …

[HTML][HTML] Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects

IH Sarker, H Janicke, A Mohsin, A Gill, L Maglaras - ICT Express, 2024 - Elsevier
Digital twins (DTs) are an emerging digitalization technology with a huge impact on today's
innovations in both industry and research. DTs can significantly enhance our society and …

Digital Twins in safety analysis, risk assessment and emergency management

E Zio, L Miqueles - Reliability Engineering & System Safety, 2024 - Elsevier
Digital twins (DTs) represent an emerging technology that is currently leveraging the
monitoring of complex systems, the implementation of autonomous control systems, and …

Resilience learning through self adaptation in digital twins of human-cyber-physical systems

E Bellini, F Bagnoli, M Caporuscio… - … on Cyber Security …, 2021 - ieeexplore.ieee.org
Human-Cyber-Physical-Systems (HPCS), such as critical infrastructures in modern society,
are subject to several systemic threats due to their complex interconnections and …

Advances of digital twins for predictive maintenance

Y You, C Chen, F Hu, Y Liu, Z Ji - Procedia computer science, 2022 - Elsevier
Digital twins (DT), aiming to improve the performance of physical entities by leveraging the
virtual replica, have gained significant growth in recent years. Meanwhile, DT technology …

Digital twins for collaboration and self-integration

L Esterle, C Gomes, M Frasheri… - … Computing and Self …, 2021 - ieeexplore.ieee.org
Digital twins are digital representations of cyber-physical systems, allowing bi-directional
data and control flow between them. In this paper, we introduce the digital twin concept in …

Digital twin for predictive maintenance

Z Liu, E Blasch, M Liao, C Yang… - NDE 4.0, Predictive …, 2023 - spiedigitallibrary.org
Digital twin engineering is a disruptive technology that creates a living data model of
industrial assets. The living model will continually adapt to changes in the environment or …

Three-dimension digital twin reference architecture model for functionality, dependability, and life cycle development across industries

SR Newrzella, DW Franklin, S Haider - IEEE Access, 2022 - ieeexplore.ieee.org
The Digital Twin concept promises numerous applications across industries and its physical
twin's entire life cycle. Although numerous architectures have been proposed to develop and …

Towards model-driven digital twin engineering: Current opportunities and future challenges

F Bordeleau, B Combemale, R Eramo… - Systems Modelling and …, 2020 - Springer
Digital Twins have emerged since the beginning of this millennium to better support the
management of systems based on (real-time) data collected in different parts of the …