Predictive Maintenance Sensor & Data Readiness Checklist
A practical checklist to validate asset signals, sampling rates, installation quality, and labeling needed to run a credible predictive maintenance pilot.
Checklist items: asset selection criteria, required sensor types, recommended sampling rates, signal naming conventions, expected data quality metrics, edge buffering and timestamping checks, labeling and failure logs needed for model training, and quick validation tests.
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