Threshold-grounded decision reliability for predictive maintenance under centralized and federated learning
This capsule supports independent verification of a threshold-grounded predictive-maintenance (PdM) reliability study. The work asks whether maintenance decisions remain defensible under a fixed operating threshold when industrial information is uncertain, class-imbalanced, and split across sites, comparing centralized...
Aman Sharma, Kwan Yong Sim, Sivachandran Chandrasekaran
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