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Problems
Smelting optimisation
Objective: reduce Ni variability in the metal
Cases
Main
Non optimal control
of coal addition to ore
Ni content in metal and slag deviate from expected ranges
Lab tests provide only fragmented and imprecise info too late
Unstable ore and coal properties
Application for nickel content analysis and coal setpoint control
Solution
Application allows adjustment of the coal set point to stabilise Ni content in metal and reduce slag losses
Data-based ML prediction model provides Ni content in metal and slag 14 hours in advance — the standard time of a full manufacturing cycle
All cases
Result
-15%
Variability Ni
in metal
-9%
Ni content
in slag
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+44 1223 926620
Industrial AI for metals & mining
team@conundrum.ai
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