Meaning
Statistical measurement study evaluates the amount of variation in a measurement system arising from the instrument and the operators. Performing a gauge r and r is a standard requirement for validating the inspection processes used in plastic manufacturing. The study identifies whether a gauge is capable of distinguishing between good and bad parts.
Variance Analysis
Total observed variation is broken down into repeatability and reproducibility. When a gauge r and r is conducted, multiple operators measure the same set of parts several times. Repeatability represents the consistency of the tool itself, while reproducibility represents the variation between different people.
A low percentage of the total tolerance consumed by the gauge is the target for approval.
Process Capability
Understanding the limitations of the inspection equipment is necessary for making reliable quality decisions. Because a gauge r and r reveals the noise in the data, it prevents the manufacturer from chasing false alarms or ignoring real trends. If the measurement system is poor, even a perfect moulding process will appear out of control.
This study is often a prerequisite for a full production part approval process. It ensures that the tolerances on the drawing are actually measurable with the available equipment. Regular updates to the study account for the wear of the gauges and the training of new staff.
High confidence in the measurement system is the foundation of any quality management program.
Formal Validation
Evidence of measurement integrity is required by most industrial customers. A successful gauge r and r study confirms that the inspection results are trustworthy. Reliability in data leads to more stable production runs.