Author

Dogay Altinel

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Preprint Aug 2026

Predictive Maintenance: Deep Learning-Based Remaining Useful Life Prediction for Combat Aircraft Engines

A deep learning-based predictive maintenance model capable of autonomously extracting features from multivariate sensor data was developed and achieved a 0.9973 AUC at the critical 30-cycle threshold, ensuring high reliability.

Fatih Ürgen, Dogay Altinel · 0 citations