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.
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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