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Explainable machine learning with SMOTE for predictive maintenance of ship engines

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Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, Ahead of Print.
Predictive maintenance is essential for ensuring the operational reliability of ship engines by identifying abnormal conditions before they result in costly failures or downtime. This study introduces an advanced framework for predictive maintenance by ...