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Digital twin- enabled intelligent HMI for real-time industrial automation systems

Abstract The research is devoted to solving the urgent problem of industrial production intellectualization based on the creation of an intelligent HMI display using a unified artificial immune system (UAIS) with neuro-endocrine interaction technologies for the control of complex objects and equipme...

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Bibliografische Detailangaben
Hauptverfasser: Galina Samigulina, Zarina Samigulina, Daulet Bekeshev, Timur Samigulin
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2026-05-01
Schriftenreihe:Scientific Reports
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Online-Zugang:https://doi.org/10.1038/s41598-026-53028-y
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