Smart faults: improving hydraulic pump fault diagnosis

Smart faults: improving hydraulic pump fault diagnosis

When real fault data is scarce, smart sample generation boosts hydraulic pump fault diagnosis and reduces missed detections.
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A new method for hydraulic pump fault diagnosis improves model accuracy under imbalanced conditions by generating synthetic fault data. In the world of rotating machinery, where hydraulic pumps often operate […]

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Source: Pump Industry Magazine