Generative AI in AI-Based Digital Twins for Fault Diagnosis for Predictive Maintenance in Industry 4.0/5.0

Mikołajewska, Emilia; Mikołajewski, Dariusz; Mikołajczyk, Tadeusz; Paczkowski, Tomasz

doi:10.3390/app15063166

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Generative AI in AI-Based Digital Twins for Fault Diagnosis for Predictive Maintenance in Industry 4.0/5.0

Shared by NobleBlocks on Mar 14, 2025 • 12:00 AM UTC

Authors:

Emilia Mikołajewska

Dariusz Mikołajewski

Tadeusz Mikołajczyk

Abstract

Generative AI (GenAI) is revolutionizing digital twins (DTs) for fault diagnosis and predictive maintenance in Industry 4.0 and 5.0 by enabling real-time simulation, data augmentation, and improved anomaly detection. DTs, virtual replicas of physical systems, already use generative models to simulat...

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