[HTML][HTML] Predictive maintenance using digital twins: A systematic literature review
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 …
profitable industry. One of the key challenges for creating predictive maintenance systems is …
[HTML][HTML] Digital twin: Origin to future
Digital Twin (DT) refers to the virtual copy or model of any physical entity (physical twin) both
of which are interconnected via exchange of data in real time. Conceptually, a DT mimics the …
of which are interconnected via exchange of data in real time. Conceptually, a DT mimics the …
A systematic review of digital twin about physical entities, virtual models, twin data, and applications
X Liu, D Jiang, B Tao, F Xiang, G Jiang, Y Sun… - Advanced Engineering …, 2023 - Elsevier
The digital twin is a crucial technology for realizing smart manufacturing and industrial digital
transformation, which has received extensive attention and research from industry and …
transformation, which has received extensive attention and research from industry and …
Digital twins-based smart manufacturing system design in Industry 4.0: A review
A smart manufacturing system (SMS) is a multi-field physical system with complex couplings
among various components. Usually, designers in various fields can only design …
among various components. Usually, designers in various fields can only design …
Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework
A digital twin is an integration of virtual and physical systems using disruptive technologies.
More precisely, it is a method of developing sustainable, intelligent manufacturing systems …
More precisely, it is a method of developing sustainable, intelligent manufacturing systems …
[HTML][HTML] Applications of digital twin across industries: A review
One of the most promising technologies that is driving digitalization in several industries is
Digital Twin (DT). DT refers to the digital replica or model of any physical object (physical …
Digital Twin (DT). DT refers to the digital replica or model of any physical object (physical …
[HTML][HTML] Digital twin and big data-driven sustainable smart manufacturing based on information management systems for energy-intensive industries
Abstract Internet of Things (IoT) technology, which has made manufacturing processes more
smart, efficient and sustainable, has received increasing attention from the industry and …
smart, efficient and sustainable, has received increasing attention from the industry and …
[HTML][HTML] Enhancing digital innovation for the sustainable transformation of manufacturing industry: a pressure-state-response system framework to perceptions of …
Low carbon and digitalization are the general trends of manufacturing upgrading and
transformation. Digital technology enables the whole process of green manufacturing and …
transformation. Digital technology enables the whole process of green manufacturing and …
A comprehensive review of digital twin—part 1: modeling and twinning enabling technologies
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …
attention because of its promise to further optimize process design, quality control, health …
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time
S Ayvaz, K Alpay - Expert Systems with Applications, 2021 - Elsevier
In this study, a data driven predictive maintenance system was developed for production
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …