Multivariate process capability indices on the presence of priority for quality characteristics

Author

Dep. of Industrial Engineering, Islamic Azad University, South Tehran Branch, Tehran, Iran

Abstract

Multivariate Process Capability Indices (MPCI) show how well a manufacturing process can meet specifica-tion limits when quality characteristics enclose a relative correlation. Process capability is an important and commonly used metric for assessing and improving the quality of a production process. When quality charac-teristics of a product are correlated then an attractive comes close to MPCI methods, which are not usually an easy task to carry out. In this investigation after a full reviewing of the MPCI, a simple method to estimate product capability indices based on ridge regression models in the presence of priority for quality characteris-tics is presented. The technique is demonstrated for evaluation of product capability through the use of an ex-ample which shows performance of the proposed method.

Keywords