Capability Sixpack - Normal

Graphs - Overall Capability Indices

  

The Overall capability indices are located in the lower center of the Capability Sixpack - Normal.

The overall capability indices are associated with the overall sample standard deviation.

The industry guidelines determine whether the process is capable. A generally accepted minimum value for the indices is 1.33.

These indices depict how the process is actually performing relative to the specification limits. The capability indices consist of the following:

·    Pp - relates the process spread (the 6-s variation) to the specification spread. In other words, Pp relates how the process is performing to how it should be performing. Pp does not consider the location of the process mean, so it tells you what capability your process could achieve if centered.

·    PPU and PPL - relates the process spread (the 3-s variation) to a single-sided specification spread (m-LSL or USL-m). PPL and PPU consider both process center and process spread.

Use PPL and PPU when you have a single-sided specification limit. For example, if you want a cable to meet a minimum strength, you might compare the process to the lower specification limit.

·    Ppk - minimum of PPU and PPL. Ppk incorporates information about both the process spread and the process mean, so it is a measure of how the process is actually performing.

Ppk considers the location of the process mean, while Pp does not. If Pp and Ppk are approximately equal, then the process is centered between specification limits. If Pp is greater than Ppk, the process is not centered.

·    Cpm - provided only when you specify a target. Cpm examines the process spread and the shift of the process mean from the target and compares them to the specification spread.

The output also includes PPM, which is the number of nonconforming parts out of one million parts.

A substantial difference between the overall and within capability indices may indicate that the process is out of control, or the sources of variation are not estimated by the within-subgroup component of variation. In this example, the within and overall capability indices are very close to each other.

Example Output

image\cap6_6n.gif

Interpretation

For the piston data, Pp is 1.63, which indicates that the specification spread is 1.63 times greater than the 6-s spread in the process.

Pp (1.63), Ppk (1.60), and Cpm (1.62) are very close to one another, indicating that the process is centered on target. All three capability indices are greater than 1.33, which traditionally is the value used for determining capability. Thus, the process is centered on target and is capable of applying coating that conforms to specifications. The overall PPM is 1.11, which indicates that only 1.11 parts out of one million parts are nonconforming.