Datasets
Synthetic dataset
Constraint-Asset Rate History Dataset
Hourly rate history for a constraint asset with product/grade mix, shift, and demonstrated best rate, for drag and instability tasks.
MetalsBottleneck InstabilityThroughput drag and instabilityCC-BY-4.0
96k
rows
14
features
3.9k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| ts_hour | datetime | Hourly bucket |
| rate | float · t/h | Realized rate |
| best_rate | float · t/h | Demonstrated best rate |
| grade | string | Product grade |
| shift | enum | A / B / C |
Sample preview
| ts_hour | rate | best_rate | grade | shift |
|---|---|---|---|---|
| 2026-03-01 06:00 | 585 | 620 | G2 | A |
| 2026-03-01 07:00 | 601 | 620 | G2 | A |
| 2026-03-01 08:00 | 566 | 620 | G4 | B |
| 2026-03-01 09:00 | 612 | 620 | G1 | B |
Data dictionary
- best_rateDemonstrated best sustainable rate for the asset
- rateRealized hourly rate
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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