Process Capability
Numerical quantification evaluates whether an automated placement machine or screen printer centers its output within engineering tolerances. Statistical process cpk metrics calculate the distance between the mean of a produced feature and the nearest specification limit, scaled by the standard deviation of the sample set. Surface mount technology lines apply these values during first article inspection to prove that component pads align within micron limits before high volume fabrication runs begin.
Low numbers warn engineers that tool wear or thermal drift threatens solder joint integrity.
Distribution Width
Sample dispersion dictates the upper and lower control boundaries of a stencil printing stroke. Process spread narrows when squeegee pressure and snap off distance remain strictly regulated across multi panel arrays. Operators monitor these dispersion rates to prevent solder bridging between fine pitch integrated circuit leads during reflow soldering.
High variability inside a component batch shifts the Gaussian curve outward and directly increases the probability of tombstoning defects on chip capacitors.
Acceptance Limit
Engineering drawings establish baseline minimum thresholds that incoming lots must satisfy prior to final customer delivery. Production managers verify that batch capability indices exceed standard contractual requirements before signing off on outgoing shipping documents. Automated optical inspection equipment flags assemblies falling below these numerical criteria for manual rework stations.
Final compliance guarantees that assembled printed circuit boards endure thermal cycling without solder joint fatigue failures.