A digital twin approach for self-optimization of mobile networks

J Deng, Q Zheng, G Liu, J Bai, K Tian… - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
… proposes a combined approach of expert knowledge, reinforcement learning and digital
twin for the selfoptimization of mobile networks. By constructing a digital twin of the current …

Data-driven digital twin approach for process optimization: An industry use case

N Stojanovic, D Milenovic - … Conference on Big Data (Big Data), 2018 - ieeexplore.ieee.org
… In order to realize this idea we develop a new concept of selfaware digital twins which are
… of digital twins by extending their “virtual replica” (of physical objects) nature into “digital self-…

A new concept of digital twin supporting optimization and resilience of factories of the future

A Bécue, E Maia, L Feeken, P Borchers, I Praça - Applied Sciences, 2020 - mdpi.com
… novel uses of Digital Twins in Factories of the Future. We introduce a holistic Digital Twin
approach, in which the factory is not represented by a set of separated Digital Twins but by a …

A digital twin-enhanced system for engineering product family design and optimization

KYH Lim, P Zheng, CH Chen, L Huang - Journal of Manufacturing Systems, 2020 - Elsevier
optimization in complex environments has been a major bottleneck in today’s industrial
transformation towards smart manufacturing. Digital twin (DT… design and optimization capabilities …

Parallel self optimizing control framework for digital twin enabled smart control engineering

J Viola, YQ Chen - … 1st International conference on digital twins …, 2021 - ieeexplore.ieee.org
… Thus, SPSA can be used as bridge between virtual and real systems to … of Digital Twins.
This paper presents a parallel Self Optimizing Control framework enabled by Digital Twins and …

A genetic algorithm approach as a self-learning and optimization tool for PV power simulation and digital twinning

DE Guzman Razo, B Müller, H Madsen, C Wittwer - Energies, 2020 - mdpi.com
… Based on measured PV power, this approach learns and … By optimizing these parameters,
we create a digital twin that … To develop this approach, on-site measured power, ambient …

The digital twin: demonstrating the potential of real time data acquisition in production systems

THJ Uhlemann, C Schock, C Lehmann… - Procedia …, 2017 - Elsevier
… The concept of the Digital Twin is not yet addressed in the presented learning factories and
optimization and the use of a Digital Twin for required continuous near-realtime optimization

Toward a Digital Twin for real-time geometry assurance in individualized production

R Söderberg, K Wärmefjord, JS Carlson, L Lindkvist - CIRP annals, 2017 - Elsevier
optimization is often referred to as a Digital Twin. … Digital Twin for geometry assurance. The
paper combines research within variation simulation and quality control to an autonomous self

Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing

G Zhou, C Zhang, Z Li, K Ding… - International Journal of …, 2020 - Taylor & Francis
… simulation and optimisation conducted in the constructed overall digital twin model. Here, …
produce an optimisation scheme for digital twin model to conduct a new round of simulation. …

Digital twin: Origin to future

M Singh, E Fuenmayor, EP Hinchy, Y Qiao… - Applied System …, 2021 - mdpi.com
Digital Twin (DT) refers to the virtual copy or model of any … or Digital Twin are reflected
in its counterpart, creating a closed feedback loop [33]. A DT is self-adapting and self-optimizing