Measure capability against spec limits using Cp index. Choose data, sigma, or range based estimation. Download reports, compare runs, and keep processes stable always.
| Scenario | LSL | USL | Measurements (10) | Mean | Std dev (s) | Cp |
|---|---|---|---|---|---|---|
| Machined shaft diameter | 9.90 | 10.10 | 10.01, 9.99, 10.02, 10.00, 9.98, 10.03, 10.01, 10.00, 9.97, 10.02 | 10.0030 | 0.0189 | 1.7650 |
Cp measures potential capability by comparing specification width to process variation (6σ). It assumes the process is stable and uses an appropriate estimate of within-process sigma.
Common targets are 1.33 for capable and 1.67 for critical characteristics. Targets vary by industry, customer, and risk. Always follow your quality plan or customer requirements.
Cp ignores centering. If the mean is closer to one spec limit, Cpk drops because one side has less margin. Centering the process often improves Cpk without changing variation.
Use a within-process estimate when evaluating short-term capability. For longer horizons, variation may grow due to shifts or drift. Ensure your method matches the purpose of the study.
Ranges mode estimates sigma from subgroup ranges using σ ≈ R̄/d2. It is useful when you collect subgroups on the shop floor and want a quick within-process variation estimate.
More is better if the process is stable. As a starting point, 25–30 observations often provide a more reliable sigma estimate. Use a rational sampling plan that reflects process behavior.
PPM is an estimate assuming a normal distribution and stable mean and sigma. If data are skewed, non-normal, or unstable, the estimate can be misleading. Validate with actual defect data.
First verify measurement system and process stability. Then reduce variation by addressing key sources, tooling wear, and setup practices. If needed, review specs and process design with engineering.
Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.