The effect of measurement errors on the ...
Document type :
Article dans une revue scientifique: Article original
Permalink :
Title :
The effect of measurement errors on the performance of the Exponentially Weighted Moving Average control charts for the Ratio of Two Normally Distributed Variables
Author(s) :
Nguyen, H. D. [Auteur]
Génie et Matériaux Textiles [GEMTEX]
Tran, Kim-Phuc [Auteur]
Génie et Matériaux Textiles [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Tran, K. D. [Auteur]
Génie et Matériaux Textiles [GEMTEX]
Tran, Kim-Phuc [Auteur]
Génie et Matériaux Textiles [GEMTEX]
École nationale supérieure des arts et industries textiles [ENSAIT]
Tran, K. D. [Auteur]
Journal title :
European Journal of Operational Research
Abbreviated title :
Eur. J. Oper. Res.
Volume number :
293
Pages :
-
Publication date :
2020-12-19
ISSN :
0377-2217
English keyword(s) :
Quality control
EWMA
Ratio distribution
Markov chain
Measurement error
EWMA
Ratio distribution
Markov chain
Measurement error
HAL domain(s) :
Sciences de l'ingénieur [physics]
English abstract : [en]
Investigating the effect of measurement errors on the control chart monitoring the ratio of two normal random variables is an important task to facilitate the use of this kind of control chart in practice. Moreover, a deep ...
Show more >Investigating the effect of measurement errors on the control chart monitoring the ratio of two normal random variables is an important task to facilitate the use of this kind of control chart in practice. Moreover, a deep insight into the problem can help practitioners to find a way to reduce unexpected impacts of measurement errors on the chart performance. This paper provides a study on the performance of the exponentially weighted moving average control chart monitoring the ratio in the presence of measurement errors. We extend the linear covariate error model applied in previous studies to a more general situation, which makes the study more realistic. The numerical results show that although the precision error and the accuracy error have negative influences on the proposed chart performance when these errors are not large these influences are not significant.Show less >
Show more >Investigating the effect of measurement errors on the control chart monitoring the ratio of two normal random variables is an important task to facilitate the use of this kind of control chart in practice. Moreover, a deep insight into the problem can help practitioners to find a way to reduce unexpected impacts of measurement errors on the chart performance. This paper provides a study on the performance of the exponentially weighted moving average control chart monitoring the ratio in the presence of measurement errors. We extend the linear covariate error model applied in previous studies to a more general situation, which makes the study more realistic. The numerical results show that although the precision error and the accuracy error have negative influences on the proposed chart performance when these errors are not large these influences are not significant.Show less >
Language :
Anglais
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
Université de Lille
ENSAIT
Junia HEI
ENSAIT
Junia HEI
Collections :
Submission date :
2023-06-20T11:43:56Z
2024-03-14T09:52:16Z
2024-03-14T09:52:16Z