Copper Refining Process Dataset
Smelting and refining conditions with slag chemistry and cathode quality labels, blended from public references and synthetic augmentation.
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This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| matte_grade | float · % | Matte grade |
| slag_FeSiO2 | float | Fe/SiO₂ ratio |
| cu_in_slag | float · % | Cu loss to slag (label) |
| cathode_grade | enum | Cathode quality (label) |
Sample preview
| heat_id | matte_grade | slag_FeSiO2 | temp | cu_in_slag | cathode_grade |
|---|---|---|---|---|---|
| c-3301 | 62 | 1.35 | 1250 | 0.72 | A |
| c-3302 | 58 | 1.52 | 1235 | 0.94 | A |
| c-3303 | 66 | 1.28 | 1262 | 0.61 | A |
| c-3304 | 55 | 1.61 | 1220 | 1.12 | off |
Data dictionary
- slag_FeSiO2Fe-to-silica ratio in slag
- cu_in_slagCopper lost to slag (label, %)
Discussion
- r.Question
r.okafor
Digital product lead · 4d
Is the synthetic generator's noise model documented anywhere? Want to make sure augmentation is comparable to what we add on our side.
9 - maComment
matereal
Maintainer · 4d
Generator notes are in the linked research summary. Happy to expand the data dictionary if any fields are unclear.
6
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