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Challenges

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
Application for managing flotation operations

Allows to customise optimization criterion on operation level and on section level

Cu in concentrate
Air supply

Results

+2.5%

Increase in recovery

+0.18%
Increase in grade
Industrial AI for metals & mining
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Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
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