The role of quality engineering is not a hardware technology but a software technology to find just one numerical number to measure the distance of functionability of hardware from the ideal function.
Discussed here is to use Mahalanobis distance as a numerical number to measure the distance of any input-pattern from each nominal pattern for pattern recognition.
This type of soft technology would be one of the most important areas in future engineering fields.