Anomaly Detection for Machine Faults

Anomaly detection is an AI technique that learns what 'normal' operation looks like for production machinery. It can then automatically spot unusual patterns in sensor data, like vibrations or temperature changes, that might indicate an equipment malfunction or pending breakdown, alerting maintenance teams before actual failure occurs.