articleInternational Journal of Precision Engineering and Manufacturing-Green TechnologyMay 2, 2025HYBRID OA

From Simulation to Autonomy: Reviews of the Integration of Artificial Intelligence and Digital Twins

SMSeyed Mohammad Mehdi SajadiehSDSang Do Noh

Sungkyunkwan University

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Abstract

Abstract The integration of artificial intelligence (AI) with digital twin (DT) technology has revolutionised the industry by enabling the creation of autonomous, adaptive, and resilient systems that are beyond static digital replicas. AI-enhanced DTs facilitate real-time monitoring, predictive maintenance, proactive decision making, and operational efficiency, aligning with the human-centric objectives of Industry 5.0. In this study, an AI–DT Integration framework is introduced, AI is systematically incorporated into the DT lifecycle across virtualisation and synchronisation, monitoring and awareness, and decision-making and optimisation phases. By employing advanced techniques, such as generative design,…

Citation impact

43
total citations
FWCI
42.27
Percentile
100%
References
188
Citations per year

Authors

2

Topics & keywords

Topics
Keywords
  • Autonomy
  • Computer science
  • Psychology
  • Artificial intelligence
  • Political science
  • Law
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