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A physics-informed intelligent digital twin using multi-task CNN–LSTM for acoustic emission-based fault prognostics in safety-critical systems

Journal of Intelligent Manufacturing and Special Equipment (2026) 7 (1): 33–58.

https://doi.org/10.1108/JIMSE-10-2025-0023

Published: 15 January 2026

... prognostics Intelligent monitoring Predictive maintenance Deep learning Condition-based maintenance Structural health monitoring Physics-informed learning Synthetic data generation Industry 4.0 Fault diagnosis Funding: This research received no specific grant from any funding agency...

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