Datasets
Synthetic dataset
Changeover & Transition Events Dataset
Changeover start/end events with product sequence and crew, labelled against the best repeatable time per transition family.
FMCG / CPGChangeover CreepChangeover creep estimationCC-BY-4.0
38k
rows
10
features
3k
downloads
This dataset is intended for research, education, and benchmarking. Industrial deployment requires validation with plant-specific data.
Schema
| Field | Type | Description |
|---|---|---|
| changeover_id | string | Transition identifier |
| from_product | string | Outgoing product |
| to_product | string | Incoming product |
| duration_min | float · min | Observed changeover duration |
| best_min | float · min | Best repeatable time (label) |
Sample preview
| changeover_id | from_product | to_product | duration_min | best_min |
|---|---|---|---|---|
| co-441 | A1 | A2 | 38 | 31 |
| co-442 | A2 | B1 | 52 | 44 |
| co-443 | B1 | B2 | 33 | 31 |
| co-444 | B2 | A1 | 47 | 40 |
Data dictionary
- best_minDemonstrated best repeatable time for the family (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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