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Author

Talia Kouncar

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Sep 2026

Component Failure Prediction for the SCANIA Component X Dataset

Predictive maintenance systems use operational data to identify equipment that is approaching failure before the failure causes downtime or unnecessary repair cost. This paper presents a machine learning workflow for the SCANIA Component X predictive maintenance dataset, a real-world heavy-duty vehicle dataset containi...

Jack Kouncar, Talia Kouncar, Jayanth Bhansali et al. · 0 citations

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