CNC Machine

For Production Process Real-Time Data Collection and Data Analytics with AI/ML Capabilities on the Edge or the Cloud.

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Description

With the CNC Machine Market-Ready Kit, you can monitor your CNC Machine (modern or legacy) and send all of the information to your network, ERP System or other business intelligence software. It is a NO CODE, plug-and-play solution.

WHAT IS MONITORED

Spindle Vibration
Lubricant Level
Coolant Level
Number of Emergency Shut Downs
Door Status (Open/Closed)
Environmental Factors (Temperature, Humidity, Pressure)
Yield Per Job
Job Duration
Cost Per Unit, Cost Per Run (Material and Energy)
Machine Utilization/Uptime

DATA USAGE

Monitor machine characteristics for anomolies during production run.
Monitor fluid levels to enable proper machining and prevent machine damage.
Compare output and product quality of various machines.
Root cause product nonconformance caused by equipment deviations.
Pinpoint equipment deviations for predictive maintenance and repairs.
Track environmental effects on product quality and machine performance.
Forecast and track per run production cost (including energy cost).
Track environmental effects on product quality and machine performance.
Check machine usage hours to trigger notification for routine maintenance.
Run simulations to see what changes in the process yield efficiencies.
Get OEE numbers for each machine.
Utilize energy data to support a Sustainability Program.

The data collected is so fine-grained that equipment feature deviations can be specifically targeted in real-time. Having such detailed data also assists in upgrading equipment predictive maintenance programs, as well as focused troubleshooting relating to equipment.