Anomaly detection is synonym of machine condition monitoring. Early detection of anomalies allows preventive maintenance and avoids production losses. Ideally, an Industry 4.0 factory will be built from scratch with new production machinery and capital investments, but in reality this equipment is usually used for decades. A small and lightweight sensing tag based on the NTAG SmartSensor and a MCU with machine learning capabilities provides a way to add sensory and logging capabilities to existing machinery without disturbing or interfering during normal operations.
Anomaly Detection and Cyber-Resiliency for SoCs NXPLive Demo
Anomaly Detection
RAIN RFID Industry 4.0
Upgrade Existing Industrial Machinery with NTAG® SmartSensor
Anomaly Detection Overview
This application shows how to use a neural network to search for anomalies in sensors that are in a stationary position.