Datasets
Public dataset

Copper Refining Process Dataset

Smelting and refining conditions with slag chemistry and cathode quality labels, blended from public references and synthetic augmentation.

CopperCopper Smelting & Refining IntelligenceYield / loss predictionCC-BY-4.0

31k

rows

34

features

4.5k

downloads

This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.

Schema

FieldTypeDescription
matte_gradefloat · %Matte grade
slag_FeSiO2floatFe/SiO₂ ratio
cu_in_slagfloat · %Cu loss to slag (label)
cathode_gradeenumCathode quality (label)

Sample preview

heat_idmatte_gradeslag_FeSiO2tempcu_in_slagcathode_grade
c-3301621.3512500.72A
c-3302581.5212350.94A
c-3303661.2812620.61A
c-3304551.6112201.12off

Data dictionary

  • slag_FeSiO2Fe-to-silica ratio in slag
  • cu_in_slagCopper lost to slag (label, %)

Discussion

  • r.

    r.okafor

    Digital product lead · 4d

    Question

    Is the synthetic generator's noise model documented anywhere? Want to make sure augmentation is comparable to what we add on our side.

    9
  • ma

    matereal

    Maintainer · 4d

    Comment

    Generator notes are in the linked research summary. Happy to expand the data dictionary if any fields are unclear.

    6
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