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Problems
Prediction of cavitation on hydrocyclones
Objective: stabilise hydrocyclones
Cases
Main
Reduction in quality of end product
Deterioration of separating function of hydrocyclones
Reduced power to hydrocyclones
Cavitation of hydrocyclone pumps
Application for management of hydrocyclone operation
Solution
Clusters operational state of hydrocyclones in real time
Displays power supply to hydrocyclones
Operators receive flotation control recommendations upon the detection of anomalies in hydrocyclone operation
Hydrocyclone power supply
Management recommendations
Clustering of operational states
Flotation characteristics
All cases
Result
-40%
Reduction
in cavitation
Platform
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Industrial AI for metals & mining
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