Build smarter production and quality systems.
Guides the implementation of manufacturing systems for production optimization, quality control, and equipment maintenance.
When to use it
Use for tasks involving Industry 4.0, production, quality, MES, PLCs, manufacturing systems, industrial standards, or production management.
It changes how the agent implements manufacturing software by emphasizing production monitoring, traceability, and statistical quality control.
What you provide
Needed to run the quality-control example as written, which imports scipy.stats; not needed merely to consult the guidance.
Needed for the numerical calculations in the quality-control example.
Needed to run the predictive-maintenance example, which uses a random forest classifier and feature scaling.
Needed to run the predictive-maintenance example, which accepts historical training data as a pandas DataFrame.
No additional actions listed.