Osama Mohamed Eldeeb

Imbalance-robust predictive maintenance using deep learning with virtual measurement modeling and explainable AI

A measurement-aware predictive maintenance framework that utilizes operational variables as virtual measurement proxies, enabling measurement-oriented analysis without requiring raw sensor signals to improve failure detection under highly imbalanced conditions is proposed.