Anomaly Detection

In-loop monitoring that flags abnormal motion, load or servo behavior

Continuously monitor servo signals — following error, current, velocity ripple and more — against learned or configured limits, and flag abnormal behavior before it becomes a failure. Anomaly detection runs in the controller for early warning of wear, collisions, load changes or process drift, supporting predictive maintenance and safer unattended operation.