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Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
New Approaches to Implementing the SmartJacket into Industry 4.0 ‡
Petr Marcon1, Jakub Arm2, Tomas Benesl3
1Brno University of Technology, Faculty of Electrical Engineering and Communication, 61600 Brno, Czech Republic. marcon@feec.vutbr.cz.
Industry 4.0 digital factories can integrate sensors and indicators using the Asset Administration Shell (AAS). This enables real-time data collection and intervention for optimized manufacturing processes.
Area of Science:
- Industrial Engineering
- Computer Science
- Automation Technology
Background:
- Industry 4.0 (I4.0) digital factories require advanced integration of physical assets with their digital counterparts.
- The Reference Architecture Model Industrie 4.0 (RAMI 4.0) and I4.0 component models provide frameworks for this integration.
- The Asset Administration Shell (AAS) is a key component for representing the electronic form of an industrial asset.
Purpose of the Study:
- To explore the integration of sensors and indicators within Industry 4.0 environments.
- To detail the structure and sub-models of the I4.0 production component, focusing on the AAS.
- To demonstrate the practical application of the I4.0 component model and AAS through use cases.
Main Methods:
- Description of the RAMI 4.0 and I4.0 component models.
- Analysis of the AAS structure, including identification, communication, configuration, safety, and condition monitoring sub-models.
- Development and evaluation of use cases involving operators with sensor-equipped SmartJackets for data collection.
Main Results:
- The AAS effectively integrates an asset's physical and digital representations.
- Sensor-equipped SmartJackets enable systematic data collection during manufacturing processes.
- Collected data facilitates real-time monitoring and intervention in production cycles by operators and system servers.
Conclusions:
- The AAS is a viable mechanism for incorporating sensors and indicators into Industry 4.0 systems.
- Practical use cases demonstrate the benefits of AAS-driven data collection for process optimization.
- Further analysis of advantages and disadvantages of specific scenarios is provided.
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