Free tool
Which machine signals become which features, and how each one breaks
Sixteen signals mapped from OEE component to derived feature, what each predicts well, and the specific way each one goes wrong in a real plant. The failure column is the useful half.
Done: your download is ready.
Download the Mapping Kit (.xlsx)
See also the encyclopedia entries on feature engineering and data quality.
What’s inside
- Sixteen signals across availability, performance, quality and context
- The feature each one becomes
- What it predicts well: stated narrowly
- How the feature breaks in practice
- A have-it/partial/no column that scores your coverage