Process capability

The process capability is a measurable property of a process to the specification, expressed as a process capability index (e.g., C_pk or C_pm) or as a process performance index (e.g., P_pk or P_pm). The output of this measurement is often illustrated by a histogram and calculations that predict how many parts will be produced out of specification (OOS).

Two parts of process capability are: 1) measure the variability of the output of a process, and 2) compare that variability with a proposed specification or product tolerance.

Capabilities

The input of a process usually has at least one or more measurable characteristics that are used to specify outputs. These can be analyzed statistically; where the output data shows a normal distribution the process can be described by the process mean (average) and the standard deviation.

A process needs to be established with appropriate

A batch of data needs to be obtained from the measured output of the process. The more data that is included the more precise the result, however an estimate can be achieved with as few as 17 data points. This should include the normal variety of production conditions, materials, and people in the process. With a manufactured product, it is common to include at least three different production runs, including start-ups.

The process mean (average) and standard deviation are calculated. With a normal distribution, the "tails" can extend well beyond plus and minus three standard deviations, but this interval should contain about 99.73% of production output. Therefore, for a normal distribution of data the process capability is often described as the relationship between six standard deviations and the required specification.

Capability study

The output of a process is expected to meet customer requirements,

• Process (engineering)
• Control chart
• Corrective and Preventative Action
  (CAPA)
• Kurtosis
• Normal distribution
• Six Sigma
• Statistical interference
• Statistical process control
• Tolerance (engineering)

References

• ISBN 0-8247-4614-7
• Bothe, D. R., "Measuring Process Capability", 2001,
  ISBN 0-07-006652-3
• Godfrey, A. B., "Juran's Quality Handbook", 1999,
  ISBN 007034003X
• ASTM E2281 Standard Practice for Process and Measurement Capability Indices

• What is Process Capability? at
  NIST/SEMATECH Engineering Statistics Handbook
• The Six Sigma Zone by Donald J. Wheeler