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Auxiliary information based exponentially weighted moving co-efficient of variation control chart: An application to monitor electric conductivity for water system.

Authors :
Riaz, Afshan
Noor-ul-Amin, Muhammad
Khan, Hina
Source :
Communications in Statistics: Case Studies & Data Analysis; 2021, Vol. 7 Issue 1, p49-66, 18p
Publication Year :
2021

Abstract

Monitoring the coefficient of variation (CV) is a successful approach in statistical process control to monitor the process variability when the process mean and standard deviation are not constant. In this study, we proposed auxiliary information based exponentially weighted moving CV control chart by using a three-parameter logarithmic transformation to monitor the small and moderate change in process CV. The new chart is compared to the considered charts by means of average run length. The application of the proposed chart is demonstrated to monitor the electric conductivity of a water system by incorporating aggregate hardness of water as an auxiliary variable. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23737484
Volume :
7
Issue :
1
Database :
Complementary Index
Journal :
Communications in Statistics: Case Studies & Data Analysis
Publication Type :
Academic Journal
Accession number :
149284225
Full Text :
https://doi.org/10.1080/23737484.2020.1836533