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Predictive Maintenance AI

AI that predicts equipment failures before they occur.

Definition

Predictive Maintenance AI analyzes sensor data, maintenance records, and equipment characteristics to predict when building systems and equipment will require maintenance or are at risk of failure. By identifying issues before they cause failures, predictive maintenance reduces downtime, extends equipment life, and optimizes maintenance spending.

Examples

1

Predicting chiller failures from vibration data

2

Identifying air handling units requiring attention

3

Forecasting elevator maintenance needs

Related Keywords

predictive maintenanceequipment failure predictionmaintenance AIcondition monitoring

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