Cost-effective optimization strategies and ...
Type de document :
Article dans une revue scientifique: Article original
URL permanente :
Titre :
Cost-effective optimization strategies and sampling plan for Weibull quantiles under type-II censoring
Auteur(s) :
Nadi, Adel Ahmadi [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Gildeh, B. S. [Auteur]
Kazempoor, J. [Auteur]
Tran, K. D. [Auteur]
Tran, Kim-Phuc [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Gildeh, B. S. [Auteur]
Kazempoor, J. [Auteur]
Tran, K. D. [Auteur]
Tran, Kim-Phuc [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Titre de la revue :
Applied Mathematical Modelling
Nom court de la revue :
Appl. Math. Model.
Numéro :
116
Pagination :
16-31
Date de publication :
2023-04
ISSN :
0307-904X
Mot(s)-clé(s) en anglais :
Reliability sampling plans
Economical design of variable sampling
Inspection cost model
Progressive censored samples
Producers and consumers risks
Economical design of variable sampling
Inspection cost model
Progressive censored samples
Producers and consumers risks
Discipline(s) HAL :
Sciences de l'ingénieur [physics]
Résumé en anglais : [en]
This article introduces a conditional reliability sampling plan for the Weibull distribution. The plan is applicable when the interested quality characteristic is a lower quantile and the life data are observed according ...
Lire la suite >This article introduces a conditional reliability sampling plan for the Weibull distribution. The plan is applicable when the interested quality characteristic is a lower quantile and the life data are observed according to a progressive type-II censoring scheme. It is called “conditional”, since its operating characteristic function is derived by conditioning on a vector of ancillary statistics. We approximate the conditional operating characteristic function by a fixed vector that does not change by the sample. The plan is optimally designed by concentrating on economic considerations while the producer’s and consumer’s confidences are satisfied. In this regard, three cost models are proposed. The first cost function is constructed based on the inspection cost, while the second model accounts for the inaccurate estimation cost. The third cost function is a weighted-relative combination of the other two costs. Based on some combinations of requirements, the optimal plan parameters are prepared in some tables. We further conduct a series of simulations to show that the approximated conditional operating characteristic function can ensure the inspection’s risks well. Finally, an example based on the well-known data set on the strength of carbon fibers is discussed to demonstrate the applicability of the proposed plan.Lire moins >
Lire la suite >This article introduces a conditional reliability sampling plan for the Weibull distribution. The plan is applicable when the interested quality characteristic is a lower quantile and the life data are observed according to a progressive type-II censoring scheme. It is called “conditional”, since its operating characteristic function is derived by conditioning on a vector of ancillary statistics. We approximate the conditional operating characteristic function by a fixed vector that does not change by the sample. The plan is optimally designed by concentrating on economic considerations while the producer’s and consumer’s confidences are satisfied. In this regard, three cost models are proposed. The first cost function is constructed based on the inspection cost, while the second model accounts for the inaccurate estimation cost. The third cost function is a weighted-relative combination of the other two costs. Based on some combinations of requirements, the optimal plan parameters are prepared in some tables. We further conduct a series of simulations to show that the approximated conditional operating characteristic function can ensure the inspection’s risks well. Finally, an example based on the well-known data set on the strength of carbon fibers is discussed to demonstrate the applicability of the proposed plan.Lire moins >
Langue :
Anglais
Audience :
Internationale
Vulgarisation :
Non
Établissement(s) :
Université de Lille
ENSAIT
Junia HEI
ENSAIT
Junia HEI
Collections :
Date de dépôt :
2023-06-20T12:10:56Z
2024-02-20T12:01:45Z
2024-02-20T12:01:45Z