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machine learning · data modeling · monitoring

ML Monitoring Data Model for Predictive Maintenance

Tipo ERDNorma Chen 1976 / Everest 1976 (crow's foot)Mecanismo schematex-erdAtualizado 07/09/2026
ML Monitoring Data Model for Predictive Maintenance
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O cenário

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

O que há neste desenho

Entenda as decisões por trás dele.

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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