
Application Fields : data analysis and prediction for Gases, Liquid Chemicals, Compressed Dry Air, D.I. Water, Toxic Leak Detection, Exhausts, and others.
• Automatic Instrumentation Fault Detection
Sensor drift : analysis of the output signal evolution to avoid unnecessary equipment shutdowns
Gas detector drift : real time analysis of the signal evolution to minimize the potential for unneccessary cleanroom evacuations
• Critical Event Detection and Prediction
Utility consumption faults : avoid abnormal consumption due to process tool problems
Inert gas leak detection
Slurry clogging on-set detection
• Inventory Management Optimization
Cylinder/container empty forecast ; Optimize the cylinder/container change process ; Forecasted date provided along with a data quality indicator
Utilities consumption prediction
• Alarm Correlations
Detect correlations between alarms by analyzing stored data
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