202341 · A digital twin is a virtual representation of a physical system or process that allows for real-time monitoring, analysis, and optimization. In the context of smart manufacturing, a digital twin can be used to simulate and optimize the production process, predict and prevent equipment failures, and improve efficiency and quality of part
2024526 · The requirements and solution architecture for the Smart Factory Digital Twin (SFDT) for performance management is described in three parts: Measurement,
202117 · 3.2 Framework for Data-Driven Digital Twins. We propose a framework for data-driven digital twin for smart factory, shown in Fig. 1. The smart factory, which is the real-world entity that is being modeled continuously produces data through the IoT devices and sensors. This data is the starting point of the data-driven modeling approach.
202241 · As a possible solution, we propose a generic data-driven framework for automated generation of simulation models as basis for digital twins for smart factories. The novelty of our proposed framework is in the data-driven approach that exploits advancements in machine learning and process mining techniques, as well as
202162 · The idea of a ''Digital Twin Concept'' (DTC) was introduced by John Vickers and Michael [], it "contains three main parts: a) physical products in ''Real Space'' b) virtual or digital products in ''Virtual Space'' and c) the connections of data and information that ties the virtual and real products together" [].Based on their approach a logistic-oriented ''Digital
202231 · Digital twin creates the virtual model of physical entity in digital way, promotes the interaction and integration of physical world and information world, and builds a reliable bridge for industrial information integration.With the rapid evolution of digital twin, the application of digital twin has found an increasingly wide utilization in smart
That is why digital twin is critical in realising massive business improvements and disruptive innovations today. For more information, contact your Intel sales representative. White Paper | Driving Digital Transformation of Smart Factory with Digital Twin Technology THE DIGITAL TWIN - A COMPLETE COMMAND CENTER PACKAGE Digital Manufacturing
202171 · Digital twins technologies could promote the smart manufacturing system design (SMSD). •. A Function-Structure-Behavior-Control-Intelligence-Performance
This paper explores the capability of present-state open-source platforms to collectively achieve digital twin capabilities, including IoT real-time data acquisition, virtual
2022323 · In this paper, we investigate how to utilize digital twin documents in smart factory communication. We implemented a proof-of-concept simulation model of a smart factory that allowed simulating three
202241 · This paper reviews the recent development of Digital Twin technologies in manufacturing systems and processes, to analyze the connotation, application scenarios,
202464 · The DT-based smart factory framework. The digital twin (DT) consists of three main parts: physical products in Real Space, virtual products in Virtual Space, and
202241 · Real-time data-driven digital twins, automatically developed from data gathered from smart factories'' IoT devices can fulfill significant needs, e.g., always-up-to
201911 · The vision of a Service-oriented Digital Twin represents Level 4 in the Industrial Internet pyramid, enabled by the capability to deliver a ubiquitous knowledge to the manufacturing employees. The implementation of a Service-oriented Digital Twin is on the edge and innovative (Qi et al., 2018), but it is not the Smart Factory''s keystone though
2021317 · Explore the Infographic: Urban Digital Twins Reflect Smart Cities 2. Process Optimization Sensors on a manufacturing line can be used to create a digital twin of the process and analyze important performance
2024110 · In fast-paced, continuous operations, factory digital twins—real-time virtual representations of the factory—provide manufacturers with the ability to support faster,
202171 · Kloibhofer et al. [101] proposed a digital twins-based smart factory blueprint for operating with secured product configuration and secured data communication. Lee et al. [102] applied a system thinking methodology for implementing the digital twins to improve the safety of manufacturing systems. A standardized language/ontology is critical for
2021111 · This work presents a Digital Twin (DT) architecture for smart production cells tested on a case of automated drone assembly. In this Industry 4.0 setting each step of the robotic assembly sequence is carefully monitored through feedback from each hardware component being relayed to the overall smart factory, where it is located through an IoT
2022314 · Abstract. Many enterprises have built their own digital twin factory model for physical factory planning, simulation optimization, and real-time monitoring. However,