Results
Title

On‐line monitoring of extreme values of geometric profiles in finite horizon processes.

Authors

Celano, Giovanni; Castagliola, Philippe

Abstract

We investigate the challenges to be faced by quality practitioners to implement a control chart for individuals aimed at monitoring the stability of maximum/minimum realizations of profile quality features. We consider the situation where only a limited amount of inspections can be scheduled, which is typical of the most recent manufacturing applications for the production of small lots of customized products or processes characterized by frequent changeovers. A quantitative study on simulated profiles described by functional data modelled as random Gaussian fields is provided. Finally, we discuss how the proposed control chart can be implemented in a canning process.

Subjects

EXTREME value theory; QUALITY control charts; RANDOM fields; QUANTITATIVE research; HORIZON

Publication

Quality & Reliability Engineering International, 2020, Vol 36, Issue 4, p1313

ISSN

0748-8017

Publication type

Academic Journal

DOI

10.1002/qre.2631