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  • An intelligent agent-based architecture for resilient digital twins in manufacturing
    Vrabič, Rok ...
    Digital twins (DTs) offer the potential for improved understanding of current and future manufacturing processes. This can only be achieved by DTs consistently and accurately representing the real ... processes. However, the robustness and resilience of the DT itself remain an issue. Accordingly, this paper offers an approach to deal with uncertainty and disruptions, as the DT detects these effectively and self-adapts as needed to maintain representativeness. The paper proposes an intelligent agent-based architecture to improve the robustness (including accuracy of representativeness) and resilience (including timely update) of the DT. The approach is demonstrated on a case of cryogenic secondary manufacturing.
    Source: CIRP annals. - ISSN 0007-8506 (Vol. 70, iss. 1, 2021, str. 349-352)
    Type of material - article, component part
    Publish date - 2021
    Language - english
    COBISS.SI-ID - 76795907

source: CIRP annals. - ISSN 0007-8506 (Vol. 70, iss. 1, 2021, str. 349-352)

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