Datasets
Synthetic dataset
Startup & Stabilization Ramp Dataset
Ramp curves after starts, restarts, and grade changes with time-to-rate, for measuring stabilization losses.
Paper · Glass · CementStartup and Stabilization DelayStartup and stabilization lossCC-BY-4.0
61k
rows
10
features
2k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| start_id | string | Start event id |
| start_type | enum | cold / warm / grade-change |
| time_to_rate_min | float · min | Observed time to reach rate |
| best_min | float · min | Best demonstrated ramp (label) |
Sample preview
| start_id | start_type | time_to_rate_min | best_min |
|---|---|---|---|
| s-201 | cold | 25 | 12 |
| s-202 | grade-change | 14 | 9 |
| s-203 | warm | 8 | 6 |
| s-204 | cold | 22 | 12 |
Data dictionary
- best_minBest demonstrated ramp time for the start type (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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