Technology
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 Nomic Use Case
See how this is applied in real AEC workflows:
Related Terms
Related Keywords
predictive maintenanceequipment failure predictionmaintenance AIcondition monitoring
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