Based on this, this paper conducts a comprehensive review of the existing work on digital twins from four perspectives: data, model, network and application, and strives to gain a better understanding of the development of the field from the physical to the virtual and back to the physical. ...
A comprehensive review of digital twin — part 1: modeling and twinning enabling technologies 2022, Structural and Multidisciplinary Optimization Scaling digital twins from the artisanal to the industrial 2021, Nature Computational Science The Role of AI, Machine Learning, and Big Data in Digital Twinn...
digital twins have emerged as a strong answer to these persistent difficulties.Digital twin technologyoffers the means to create a dynamic digital duplicate of real assets, systems, or processes. This allows for improved monitoring, analysis, and optimization. ...
Digital Twin Implementation of Autonomous Planning Arc Welding Robot System 2023, Complex System Modeling and Simulation A comprehensive review of digital twin — part 1: modeling and twinning enabling technologies 2022, Structural and Multidisciplinary Optimization View all citing articles on ScopusView...
The concept of the digital twin has been gaining significant momentum in the geospatial domain since 2016. Although there is some consensus on the bas...
This would, in the longer term, provide viable insights for scholars, decision-makers, and practitioners in establishing a greater understanding of the contemporary status and prospects of digital twin technology in healthcare. For this review, relevant scientific literature was systematically...
These papers mainly focused on one aspect of monitoring, diagnosis, and prognosis. Khan et al. [15] and Fink et al. [1] provided a systematic review of the DL and its applications in PHM. However, there is neither emphasis on the importance of anomaly detection in monitoring nor the ...
This review article delves into the conceptual framework of digital twins and their diverse applications across research domains, highlighting the pivotal role of machine learning in shaping the development and integration of digital twin technology across multiple disciplines. Emphasising key features like ...
[132] have done a comprehensive review of popular equilibrium and logarithmic models used to describe thin-layer drying and include more than 100 different semi-theoretical and empirical drying models. The work also comments on when it is appropriate to apply a model. A limitation of this ...
Positioned at the peak of inflated expectations in the innovation hype cycle, a comprehensive review of the DT concept is required to provide valuable insights for both practitioners and academicians. Furthermore, the study employs a PRISMA based systematic literature review methodology to analyse ...