AINeutralarXiv – CS AI · 3h ago6/10
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Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
Researchers introduce Picid, a standardized evaluation infrastructure for Prognostics and Health Management (PHM) that addresses the reproducibility crisis in predictive maintenance across industries. The framework formalizes dataset construction, preprocessing, and evaluation metrics to enable fair comparisons of fault detection, diagnostics, and prognostics models across diverse domains like batteries, bearings, and engines.
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