[HTML][HTML] A design framework for adaptive digital twins

JA Erkoyuncu, IF del Amo, D Ariansyah, D Bulka… - CIRP annals, 2020 - Elsevier
Digital Twin (DT) is a ‘living’ entity that offers potential with monitoring and improving functionality
of interconnected complex engineering systems (CESs). However, lack of approaches …

Autonomous, context-aware, adaptive Digital Twins—State of the art and roadmap

K Hribernik, G Cabri, F Mandreoli, G Mentzas - Computers in Industry, 2021 - Elsevier
… a vision of future Digital Factories where stakeholders collaborate via the information Digital
Twins provide about physical … Digital Twins may also contribute to more flexible and resilient …

[HTML][HTML] Towards adaptive digital twins architecture

R Ogunsakin, N Mehandjiev, CA Marin - Computers in Industry, 2023 - Elsevier
… to build Adaptive Digital Twins (ADTs) suitable for systems under constant change. The
proposed ADT architecture contributes to the development of adaptive digital twins for systems …

Self-adaptive manufacturing with digital twins

T Bolender, G Bürvenich, M Dalibor… - … for adaptive and self …, 2021 - ieeexplore.ieee.org
Digital Twins for adapting to such situations. To this effect, we present a modeling framework
for self-adaptive … We define a Digital Twin (DT) of a system as a set of models of the system, …

Towards adaptive enterprises using digital twins

V Kulkarni, S Barat, T Clark - 2019 winter simulation …, 2019 - ieeexplore.ieee.org
… & simulation, reinforcement learning and control theory to make enterprises adaptive. The
approach hinges on the concept of Digital Twin - a set of relevant models that are amenable to …

[HTML][HTML] Requirements and design patterns for adaptive, autonomous, and context-aware digital twins in industry 4.0 digital factories

P Bellavista, N Bicocchi, M Fogli, C Giannelli… - Computers in …, 2023 - Elsevier
digital twins need to embed adaptive, autonomous, and context-awareness functionalities. In
this work, we propose an organic vision of digital twin … requirements for digital twins have to …

Towards online adaptation of digital twins

RP Nikula, M Paavola, M Ruusunen… - Open …, 2020 - degruyter.com
digital twin applications originated in the aerospace sector. At present, various types of DT
including product digital twins, process digital twins and operation digital twinsdigital twins. In …

adaptive complex systems: Digital twins

T Clark, V Kulkarni - Artificial Intelligence to Solve Pervasive Internet of …, 2021 - Elsevier
digital twins of systems that are capable of adaptation. We discuss technologies for digital
twins and … how we have used the technology to build a digital twin for supply chain networks. …

Adaptive reconstruction of digital twins for machining systems: A transfer learning approach

S Liu, Y Lu, P Zheng, H Shen, J Bao - Robotics and Computer-Integrated …, 2022 - Elsevier
… the efforts in developing digital twin models via transferring prior … To address this gap,
we proposed an adaptive digital twin … an adaptive reconstruction method of the digital twin

[HTML][HTML] Adaptive digital twins for energy-intensive industries and their local communities

TG Walmsley, P Patros, W Yu, BR Young… - Digital Chemical …, 2024 - Elsevier
Digital Twins (DTs) are high-fidelity virtual models that behave-like, look-like and connect-…
Adaptive Digital Twins (ADT) concept, anchored in five attributes inspired by the self-adaptive