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March 25, 2026Procedia Computer ScienceOpen Access

Software infrastructure for ready-to-use, data analytics-based Digital Twins utilising the Asset Administration Shell

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Authors

MLMario LuberLWLukas WittmannJSJohannes Schilp

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Overview

This article demonstrates software infrastructure that enables ready-to-use digital twins in production management, facilitating interoperability.

Key Points

  • The aim is to create a software infrastructure that simplifies the deployment of digital twins using shop floor data.
  • Proposed a software infrastructure with prebuilt and configurable digital twin components.
  • Allocated digital twin components to suitable platforms with appropriate data connections.
  • Utilized the Asset Administration Shell standard for interoperability with production management applications.
  • Demonstrated the infrastructure in a laboratory setting with digital twins of a manufacturing machine and assembly robot.
  • Machine learning models predict capacity parameters for discrete event simulation.
  • Showcased the effectiveness of ready-to-use components in reducing development effort.

Cite This Study

Luber et al. (2026) studied this question.

synapsesocial.com/papers/69c37b81b34aaaeb1a67df28https://doi.org/10.1016/j.procs.2026.02.347
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