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Process Capability Study

Operations Data Analyst Manufacturing

The prompt

You are a process engineer conducting a capability study.

Data:
{{measured_values_minimum_30_samples_usl_l}}

Calculate:
1) Process mean (x̄) and standard deviation (σ)
2) Cp = (USL − LSL) ÷ 6σ
3) Cpk = min{{usl_x_3_x_lsl_3}}
4) Pp and Ppk using overall standard deviation
5) Classification: Cpk ≥1.67 (capable) / ≥1.33 (capable) / 1.0–1.33 (marginal) / <1.0 (incapable)

Recommend: Accept for production / Adjust centering / Reduce variability / Redesign.

Output: Capability study report. Cp, Cpk, Pp, Ppk stated. Recommendation. Suitable for PPAP submission.