X-bar control chart patterns identification using Nelson’s run rules

Zaman, Munawar and Hassan, Adnan (2021) X-bar control chart patterns identification using Nelson’s run rules. In: 11th Annual International Conference on Industrial Engineering and Operations Management, IEOM 2021, 7 March 2021 - 11 March 2021, Virtual, Online.

[img] PDF
1MB

Official URL: http://www.ieomsociety.org/singapore2021/papers/32...

Abstract

Different types of run rules are proposed and applied to the control charts to identify unnatural variations as early as possible. Two opposite views are found in literature regarding pattern identification by run rules; one view in favour and the other view criticize the application of run rules for pattern identification. In this paper Nelson’s run rules were investigated in detail for sensitivity and identification of control chart patterns. The goal is to gain deeper insights on the opposite views about the run rules. The rules were applied individually and in combinations to fully developed patterns. The results confirm that most of the run rules individually do not identify specific pattern. However, the run rules can be used to identify specific patterns when applied in appropriate combination. The results suggest that combinations of Nelson’s run rules can lead to identification of shift, trend, cycle, and systematic control chart patterns.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:control chart, pattern identification, process variations
Subjects:T Technology > TJ Mechanical engineering and machinery
Divisions:Mechanical Engineering
ID Code:95872
Deposited By: Narimah Nawil
Deposited On:22 Jun 2022 11:24
Last Modified:22 Jun 2022 11:24

Repository Staff Only: item control page