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Challenges
Cases
Main
Optimisation of
flotation circuit
Large flotation circuit of over 50 flotation cells
Objective: increase Cu and Ni recovery
Need to regularly adjust setpoints in accordance with ore changes
Nonlinear process with many interconnected parameters
AI powered Flotation
Process Control
Solution
Selects optimal settings for froth depth, air supply, and reagent dosage based on predictions
Predicts concentrate grade, yield and recovery 20-60 minutes in advance
Control panel
Ni in concentrate
Allows to customise optimization criterion on operation level and on section level
Cu in concentrate
Air supply
All cases
Results
+2.5%
Increase in recovery
+0.18%
Increase in grade
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Industrial AI for metals & mining
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