Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation

المؤلفون المشاركون

Ha, Chunghun
Kim, David S.
Park, SeJoon

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-15، 15ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2017-08-15

دولة النشر

مصر

عدد الصفحات

15

التخصصات الرئيسية

هندسة مدنية

الملخص EN

ANOVA gauge repeatability and reproducibility study is the most popular tool for measurement system analysis.

Two experimental designs can be applied depending on the durability of the objects.

If repeated measurements are possible or sufficient homogeneous nonrepeatable samples are available, crossed design is appropriate; otherwise, nested design should be used.

In this paper, we investigated the adequacy of ANOVA gauge repeatability and reproducibility study from the perspective of practitioners.

We proposed a Monte Carlo simulation that is close to the realistic procedure to evaluate the adequacy of both structures.

During the evaluation, we considered the average performance metrics, percentage of correct decision, histogram shape, and symmetric mean absolute percentage error for the four popular performance metrics, namely, % Study Variation, % Contribution, % Tolerance, and the number of distinct categories.

The experimental results show that the nested design fails to judge the precision of the gauge while the crossed design succeeds.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Ha, Chunghun& Kim, David S.& Park, SeJoon. 2017. Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1191712

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Ha, Chunghun…[et al.]. Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation. Mathematical Problems in Engineering No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1191712

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Ha, Chunghun& Kim, David S.& Park, SeJoon. Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1191712

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1191712