Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation
Joint Authors
Ha, Chunghun
Kim, David S.
Park, SeJoon
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-08-15
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract 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.
American Psychological Association (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
Modern Language Association (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
American Medical Association (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
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1191712