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Company / Competitor

FLSmidth

Mentioned in 8 AI use cases across 2 industries

Active Industries

mining5manufacturing3

AI Patterns

Multivariate process prediction and optimization1real-time process optimization1Closed-loop process optimization focused on stabilizing froth behavior and improving separation performance.1Closed-loop predictive optimisation for industrial process control1

Tech Stack

Time-Series ForecastingAnomaly DetectionXGBoostPyTorchPlant historian and SCADA dataPredictive process modelsOperator decision support dashboardModel predictive control software

Also Competes With

ABBHoneywellMetsoSiemensSchneider ElectricSensemoreAVEVAAspenTech

Use Cases Mentioning FLSmidth

miningMultivariate process prediction and optimization

Process optimization for mineral extraction and plant operations

AI learns how plant settings affect output so operators can run crushers, mills, and flotation circuits more efficiently.

manufacturingreal-time process optimization

Predictive control for cement grinding mill throughput and vibration-related disruption reduction

The system helps the grinding line run at better settings so mills produce more cement, use less power, and avoid stoppages caused by unstable operation.

miningClosed-loop process optimization focused on stabilizing froth behavior and improving separation performance.

Performance-based flotation cell retrofit for copper recovery improvement at Antapaccay

Metso upgraded part of Antapaccay’s copper flotation line so the bubbles carrying copper minerals were more stable and easier to collect, helping the mine recover more copper with less waste.

manufacturingClosed-loop predictive optimisation for industrial process control

AI-based cement mill process optimisation at Tehama plant CM6

An AI system watches how a cement mill is running and continuously adjusts controls so the mill makes more cement with more consistent quality than a human operator alone.