Cases
+0.9% improved performance of grinding circuit
(Au)
Prevention of SAG mill overload
+2.9% increase in throughput
-2% decrease in energy cost per ton
(Cu, Fe)
Optimisation of AG mills control
+0.7% increase in throughput
(Cu, Fe)
Optimisation of feeders control
+2.5% increase in recovery
(Cu, Ni)
Optimisation of flotation circuit
— 2% energy consumption
(Steel)
Annealing furnace optimisation
+2.6% increase in throughput
(Pt)
Optimisation of crushing circuit
4.6% decrease in Ni content in slag
0.2% increase in Ni content in product
(Ni, Fe)
Smelting optimisation
+1.2% top-grade output
(Cast iron)
Prediction of silicon content
— 20% reduction in magnetite consumption
(Coal)
Optimisation of magnetite consumption
— 40% reduction in cavitation
(Coal)
Prediction of cavitation on hydrocyclones