[HTML][HTML] Predictive maintenance using digital twins: A systematic literature review

R van Dinter, B Tekinerdogan, C Catal - Information and Software …, 2022 - Elsevier
Context Predictive maintenance is a technique for creating a more sustainable, safe, and
profitable industry. One of the key challenges for creating predictive maintenance systems is …

A literature review and design methodology for digital twins in the era of zero defect manufacturing

F Psarommatis, G May - International Journal of Production …, 2023 - Taylor & Francis
In this paper, we analyze the literature concerning the implementation of digital twins (DTs)
for zero-defect manufacturing (ZDM) following a systematic method and, guided by a …

End-to-end industrial IoT platform for Quality 4.0 applications

IT Christou, N Kefalakis, JK Soldatos… - Computers in …, 2022 - Elsevier
Predictive maintenance, quality management, and zero-defect manufacturing are among the
most prominent smart manufacturing use cases in the Industry4. 0 era. Nevertheless, the …

[HTML][HTML] Paradigm shift for predictive maintenance and condition monitoring from Industry 4.0 to Industry 5.0: A systematic review, challenges and case study

AA Murtaza, A Saher, MH Zafar, SKR Moosavi… - Results in …, 2024 - Elsevier
This paper examines the integration of Industry 5.0 principles with advanced predictive
maintenance (PdM) and condition monitoring (CM) practices, based on Industry 4.0's …

Overview on digital twin for autonomous electrical vehicles propulsion drive system

M Ibrahim, A Rassõlkin, T Vaimann, A Kallaste - Sustainability, 2022 - mdpi.com
The significant progress in the electric automotive industry brought a higher need for new
technological innovations. Digital Twin (DT) is one of the hottest trends of the fourth …

[HTML][HTML] Reference architecture for digital twin-based predictive maintenance systems

R van Dinter, B Tekinerdogan, C Catal - Computers & Industrial …, 2023 - Elsevier
Abstract Context Digital Twin-based predictive maintenance systems are frequently
integrated into complex systems. The success of the integration depends on the design of …

Digital twin-driven remaining useful life prediction for gear performance degradation: A review

B He, L Liu, D Zhang - Journal of Computing and …, 2021 - asmedigitalcollection.asme.org
As a transmission component, the gear has been obtained widespread attention. The
remaining useful life (RUL) prediction of gear is critical to the prognostics health …

[HTML][HTML] The applications and challenges of digital twin technology in smart grids: a comprehensive review

N Mchirgui, N Quadar, H Kraiem, A Lakhssassi - Applied Sciences, 2024 - mdpi.com
This comprehensive review explores the applications and challenges of Digital Twin (DT)
technology in smart grids. As power grid systems rapidly evolve to meet the increasing …

Design of a digital twin training centre for an industrial robot arm

TI Erdei, R Krakó, G Husi - Applied Sciences, 2022 - mdpi.com
The Cyber-Physical and Intelligent Robotics Laboratory has been digitally recreated, and it
includes all the key elements that allow 6-axis industrial robots to perform PTP, LIN, and …

A systematic literature review of the predictive maintenance from transportation systems aspect

OÖ Ersöz, AF İnal, A Aktepe, AK Türker, S Ersöz - Sustainability, 2022 - mdpi.com
With the rapid progress of network technologies and sensors, monitoring the sensor data
such as pressure, temperature, current, vibration and other electrical, mechanical and …