An Immersive Digital Twin Applied to a Manufacturing Execution System for the Monitoring and Control of Industry 4.0 Processes
Иммерсивный цифровой двойник, применяемый в системе управления производством для мониторинга и контроля процессов Индустрии 4.0
2024-05-13
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ISO 23247Industry 4.0OPC UAimmersive digital twinmanufacturing execution system
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Abstract (AI)
The present research proposes the implementation of an architecture for industrial process monitoring and control for a manufacturing execution system (MES) using an immersive digital twin (DT). For the design of the proposal, cyber–physical systems (CPS), MES, robotics, the Internet of Things, augmented reality, virtual reality, and open platform communication-unified architecture (OPC UA) communication protocols were used to integrate these technologies and enhance the functionalities of the DT by providing greater performance. The proposed work is implemented in an Industry 4.0 laboratory that is composed of Festo Cyber–Physical Factory and CP-Lab stations. The implementation of the architecture is based on ISO 23247, where the following requirements were considered for the design of DTs: (1) observable attributes and 3D design and visualization of all physical production lines in all of their stages, (2) a communication entity through the OPC UA protocol for the collection of state changes of manufacturing elements, (3) a DT entity where digital models are modeled and updated based on the collected data, and (4) user entities through the use of AR and VR to make manufacturing more efficient. The experimental results showed that the architecture enables interoperability between different platforms and control subsystems. It allows for the detection and diagnosis of problems during the execution of the production line; in addition, the high-fidelity simulation and AR and VR environments provided by the DT with data obtained in real time can improve the accuracy and efficiency of manufacturing through a more detailed analysis of the process, providing advantages such as interactive creation for customized products and continuous innovation.
Key Findings
1
An immersive digital-twin architecture integrates CPS, MES, robotics, IoT, AR, VR, and OPC UA for Industry 4.0 process monitoring and control.
2
Detailed process analysis through the digital twin can improve manufacturing accuracy and efficiency while supporting customized-product creation and continuous innovation.
3
Implementation in a Festo Cyber–Physical Factory and CP-Lab demonstrated interoperability across platforms and control subsystems.
4
Real-time, high-fidelity digital-twin simulation with AR and VR enables production-line problem detection and diagnosis.
5
The architecture follows ISO 23247 and includes production-line visualization, OPC UA state collection, continuously updated digital models, and AR/VR user entities.
Research Object
Industry 4.0 manufacturing processes and production lines managed by a manufacturing execution system (MES)
Research Subject
Immersive digital-twin-based monitoring, control, interoperability, and real-time diagnosis and optimization of manufacturing operations using AR, VR, and OPC UA
Publication Details
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2024-05-13
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