Predict equipment failure from sensor data
Predictive maintenance lets plant teams schedule a repair before a machine fails, by learning each asset’s normal operating signature from sensor and control data already being recorded and flagging drift toward known failure modes, typically converting a share of unplanned stoppages into planned work rather than eliminating breakdowns outright.