AI Servo Monitor

Detect abnormalities and predict failures

AI Servo Monitor is a software that visualises anomalies of drive systems for servos and spindles through machine learning. It can analyse daily processing data and display the results in intuitive graphs. Users can easily monitor abnormalities on the machine, that is equipped with a FANUC CNC. Together with data collected by MT-LINKi, AI Servo Monitor analyses the recorded production data of each drive system.

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KEY BENEFITS

Better uptime for milling machines with FANUC CNC.
Productivity improvement by better planning of maintenance activities.
Cost reduction by early issue detection

KEY FEATURES

Condition monitoring of mechanical elements of an axes
No need for additional sensors as data comes directly from the machine servo motor allowing a failure prediction system to be easily created
Monitoring of the anomaly score in intuitive graphs (Web UI)
Automatic creation of a baseline model through machine learning

Main functionalities of AI Servo Monitor

Main View

The result of analysed waveform data using anomaly and variance detection are displayed. The graphical interface shows the aggregated analysis result and values for each day.

Raw Data Chart Text

The raw data chart shows the waveform of the collected data used for the analysis. Not only raw data but also the individual spectral components of the measured torque signal are displayed in an FFT diagram.

Connectivity

Analysis results can easily be gathered by other software solutions through the Web API. In addition users can be notified automatically by the E-Mail notification function in case the anomaly score crosses a certain level.

Do you want to improve the production performance? Our specialists are looking forward to supporting you!

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