Article (Scientific journals)
Shewhart Control Charts for Monitoring Reliability with Weibull Lifetimes
Faraz, Alireza; Saniga, Erwin; Heuchenne, Cédric
2015In Quality and Reliability Engineering International, 31, p. 1565-1574
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Abstract :
[en] In this paper, we present Shewhart type Z ̅ and S2 control charts for monitoring individual or joint shifts in the scale and shape parameters of a Weibull distributed process. The advantage of this method is its ease of use and flexibility for the case where the process distribution is Weibull, although the method can be applied to any distribution. We illustrate the performance of our method through simulation and the application through the use of an actual data set. Our results indicate that Z ̅ and S2 control charts perform well in detecting shifts in the scale and shape parameters. We also provide a guide that would enable a user to interpret out-of-control signals.
Research center :
Centre for Quantitative Methods and Operations Management
Disciplines :
Business & economic sciences: Multidisciplinary, general & others
Author, co-author :
Faraz, Alireza ;  Université de Liège - ULiège > HEC-Ecole de gestion : UER > Statistique appliquée à la gestion et à l'économie
Saniga, Erwin
Heuchenne, Cédric ;  Université de Liège - ULiège > HEC-Ecole de gestion : UER > Statistique appliquée à la gestion et à l'économie
Language :
English
Title :
Shewhart Control Charts for Monitoring Reliability with Weibull Lifetimes
Publication date :
2015
Journal title :
Quality and Reliability Engineering International
ISSN :
0748-8017
eISSN :
1099-1638
Publisher :
Wiley, Chichester, United Kingdom
Volume :
31
Pages :
1565-1574
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
F.R.S.-FNRS - Fonds de la Recherche Scientifique [BE]
Available on ORBi :
since 07 June 2014

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