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ML Monitoring Data Model for Predictive Maintenance

النوع ERDالمعيار Chen 1976 / Everest 1976 (crow's foot)المحرّك schematex-erdآخر تحديث 7‏/9‏/2026
ML Monitoring Data Model for Predictive Maintenance
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السيناريو

A production predictive maintenance system must monitor model inputs, predictions, and drift to ensure reliability and trigger alerts.

ما الذي يتضمنه هذا الرسم

اقرأ القرارات الكامنة وراءه.

01

Separate Prediction and ActualOutcome tables to compare forecasts with observed equipment failures

02

Model feature distributions and drift metrics as first-class entities to support automated monitoring

03

Link DataQualityIssue to Reading to track upstream data quality problems

Use when designing a schema for ML observability, drift detection, or model performance tracking in industrial IoT or maintenance domains.

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