Toward cognitive predictive maintenance: A survey of graph-based approaches

L Xia, P Zheng, X Li, RX Gao, L Wang - Journal of Manufacturing Systems, 2022 - Elsevier
Abstract Predictive Maintenance (PdM) has continually attracted interest from the
manufacturing community due to its significant potential in reducing unexpected machine …

Digital twin for smart manufacturing: A review of concepts towards a practical industrial implementation

L Lattanzi, R Raffaeli, M Peruzzini… - International Journal of …, 2021 - Taylor & Francis
Latest trends and developments in digital technologies have enabled a new manufacturing
model. Digital systems can monitor, optimize and control processes by creating a virtual …

[HTML][HTML] Digital Twins for the built environment: learning from conceptual and process models in manufacturing

JMD Delgado, L Oyedele - Advanced Engineering Informatics, 2021 - Elsevier
The overall aim of this paper is to contribute to a better understanding of the Digital Twin
(DT) paradigm in the built environment by drawing inspiration from existing DT research in …

A comprehensive survey of digital twins and federated learning for industrial internet of things (IIoT), internet of vehicles (IoV) and internet of drones (IoD)

S Jamil, MU Rahman, Fawad - Applied System Innovation, 2022 - mdpi.com
As a result of the advancement in the fourth industrial revolution and communication
technology, the use of digital twins (DT) and federated learning (FL) in the industrial Internet …

Digital twin for verification and validation of industrial automation systems–a survey

A Löcklin, M Müller, T Jung, N Jazdi… - 2020 25th IEEE …, 2020 - ieeexplore.ieee.org
Digital Twins will change how systems and products are engineered and operated.
Individual virtual representations of assets help to develop, maintain and change single …

Data-driven digital twin method for leak detection in natural gas pipelines

J Liang, L Ma, S Liang, H Zhang, Z Zuo, J Dai - Computers and Electrical …, 2023 - Elsevier
Leak detection in natural gas pipelines is an extremely important and persistent problem in
the oil and gas industry. The construction of accurate physical models of pipelines is limited …

Digital twin for railway: A comprehensive survey

S Ghaboura, R Ferdousi, F Laamarti, C Yang… - IEEE …, 2023 - ieeexplore.ieee.org
Digital transformation has been prioritized in the railway industry to bring automation to
railway operations. Digital Twin (DT) technology has recently gained attention in the railway …

Understanding digital twins for cyber-physical systems: A conceptual model

T Yue, P Arcaini, S Ali - … Symposium on Leveraging Applications of Formal …, 2020 - Springer
Abstract Digital Twins (DTs) are revolutionizing Cyber-Physical Systems (CPSs) in many
ways, including their development and operation. The significant interest of industry and …

[HTML][HTML] Product digital twins: An umbrella review and research agenda for understanding their value

FG Medina, VM Hernandez - Computers in Industry, 2025 - Elsevier
Abstract Product Digital Twins (DTs) are digital representations of a physical asset that
update synchronously throughout its lifecycle. Over the past decade, a rich and varied …

The potential for digital twin applications in railway infrastructure management

GC Doubell, K Kruger, AH Basson… - World Congress on …, 2021 - Springer
The potential of digital twin technology has become apparent in recent literature, occurring
evermore frequently in literature as the world moves on to the fourth industrial revolution …