flotation

Open database for metallurgical & mining processes. Synthetic and official datasets for data science, ML, and Power BI. Includes Peruvian mining production data (MINEM 2021–2025).

👷 Nornickel Hackathon Submission

Supervisory control and decoupled MIMO PID regulation for a pilot-scale copper flotation column using PLC, OPC, and industrial HMI.

Mineral process quality forecasting on Databricks — flotation plant ML platform with SPC charts, what-if simulator, and Medallion architecture. Real industrial data (737K rows, 24 sensors).

ML pipeline for grade and recovery prediction in froth flotation. A UG2 platinum circuits and iron ore time-series forecasting

Optimizacion geometalurgica de flotacion de cobre: NSGA-II multi-objetivo, SHAP, API con auth/rate-limiting