ML for PdM

June 20, 2022

AI Servo Monitor is designed to provide machine-health data and analysis for Fanuc servo motors and spindle motors. The Industrial Internet of Things (IIOT) software uses artificial intelligence to predict possible failures of the drive systems.AI Servo Monitor, in conjunction with MT-LINKi through machine learning, analyzes the daily performance of machines equipped with Fanuc CNCs. Daily data is displayed in intuitive graphs, designed to allow users to monitor abnormalities on these machines. An “anomaly score” expresses a difference in the baseline model and the daily recorded values. On a web interface, users can see the anomaly scores in a graph. Plus, email notifications can be issued if this value exceeds the predefined thresholds.