Design and Analysis of Gauge R&R Studies: Making Decisions Based on ANOVA Method
In a competitive production environment, critical
decision making are based on data resulted by random sampling of
product units. Efficiency of these decisions depends on data quality
and also their reliability scale. This point leads to the necessity of a
reliable measurement system. Therefore, the conjecture process and
analysing the errors contributes to a measurement system known as
Measurement System Analysis (MSA). The aim of this research is on
determining the necessity and assurance of extensive development in
analysing measurement systems, particularly with the use of
Repeatability and Reproducibility Gages (GR&R) to improve
physical measurements. Nowadays in productive industries,
repeatability and reproducibility gages released so well but they are
not applicable as well as other measurement system analysis
methods. To get familiar with this method and gain a feedback in
improving measurement systems, this survey would be on
“ANOVA" method as the most widespread way of calculating
Repeatability and Reproducibility (R&R).
[1] Smith R., Steven W. McCrary and Neal Callahan; "Gauge Repeatability
and Reproducibility Studies and measurement System Analysis: A Multi
method Exploration of the State of Practice"; Journal of Industrial
Technology; Vol. 23; No. 1; 2007.
[2] AIAG; "Measurement Systems Analysis, Reference Manual"; third ed.
South.eld; Michigan: Auto-motive Industry Action Group; 1998.
[3] Lin R.; "Strategic Application of Measurement System Analysis"; Ford
Lio-Ho Motor Company; Dec. 2004.
[4] Heaton D.; "ANOVA (ANalysis of VAriance)"; MBA 634; March 2006.
[5] Burke S.; "Analysis of Variance"; LC.GC Europe Online Supplement;
RHM Technology Ltd, High Wycombe, Buckinghamshire, UK.
[6] Noghandarian K.; "Statistical Quality Control"; Elm va Sanat
University; 2006. (in Persian)
[7] Goodarzi A., Reza Ahmadi Ghomi and others; "Measurement System
Analysis, Definitions and Implementation"; Sapko Ltd; 2003. (in
Persian)
[8] Moatari Kazerouni A.; "Determining R&R index using ANOVA
method"; Ravesh magazine (First Persian Industrial Engineering
Magazine); Vol. 115; No. 18; pp. 46; Sep. 2008.
[9] Rowe P.; "Misclassification Rates in Measurement Systems Analysis
(Gauge R&R)"; Six Sigma Group; Oct. 2006.
[10] Craner K.; "Measurement System Analysis"; Boise State University;
Oct. 2003.
[11] Mottonen M., Pekka Belt, Janne Harkonen, Harri Haapasalo and Pekka
Kess; "Manufacturing Process Capability and Specification Limits"; The
Open Industrial and Manufacturing Engineering Journal; No. 1; pp. 29-
36; 2008.
[12] "Measurement System Capability Manual";
http://www.6sigma.us/MeasurementSystemsMSA/measurementsystems-
analysis-MSA-p1.html
[1] Smith R., Steven W. McCrary and Neal Callahan; "Gauge Repeatability
and Reproducibility Studies and measurement System Analysis: A Multi
method Exploration of the State of Practice"; Journal of Industrial
Technology; Vol. 23; No. 1; 2007.
[2] AIAG; "Measurement Systems Analysis, Reference Manual"; third ed.
South.eld; Michigan: Auto-motive Industry Action Group; 1998.
[3] Lin R.; "Strategic Application of Measurement System Analysis"; Ford
Lio-Ho Motor Company; Dec. 2004.
[4] Heaton D.; "ANOVA (ANalysis of VAriance)"; MBA 634; March 2006.
[5] Burke S.; "Analysis of Variance"; LC.GC Europe Online Supplement;
RHM Technology Ltd, High Wycombe, Buckinghamshire, UK.
[6] Noghandarian K.; "Statistical Quality Control"; Elm va Sanat
University; 2006. (in Persian)
[7] Goodarzi A., Reza Ahmadi Ghomi and others; "Measurement System
Analysis, Definitions and Implementation"; Sapko Ltd; 2003. (in
Persian)
[8] Moatari Kazerouni A.; "Determining R&R index using ANOVA
method"; Ravesh magazine (First Persian Industrial Engineering
Magazine); Vol. 115; No. 18; pp. 46; Sep. 2008.
[9] Rowe P.; "Misclassification Rates in Measurement Systems Analysis
(Gauge R&R)"; Six Sigma Group; Oct. 2006.
[10] Craner K.; "Measurement System Analysis"; Boise State University;
Oct. 2003.
[11] Mottonen M., Pekka Belt, Janne Harkonen, Harri Haapasalo and Pekka
Kess; "Manufacturing Process Capability and Specification Limits"; The
Open Industrial and Manufacturing Engineering Journal; No. 1; pp. 29-
36; 2008.
[12] "Measurement System Capability Manual";
http://www.6sigma.us/MeasurementSystemsMSA/measurementsystems-
analysis-MSA-p1.html
@article{"International Journal of Mechanical, Industrial and Aerospace Sciences:60703", author = "Afrooz Moatari Kazerouni", title = "Design and Analysis of Gauge R&R Studies: Making Decisions Based on ANOVA Method", abstract = "In a competitive production environment, critical
decision making are based on data resulted by random sampling of
product units. Efficiency of these decisions depends on data quality
and also their reliability scale. This point leads to the necessity of a
reliable measurement system. Therefore, the conjecture process and
analysing the errors contributes to a measurement system known as
Measurement System Analysis (MSA). The aim of this research is on
determining the necessity and assurance of extensive development in
analysing measurement systems, particularly with the use of
Repeatability and Reproducibility Gages (GR&R) to improve
physical measurements. Nowadays in productive industries,
repeatability and reproducibility gages released so well but they are
not applicable as well as other measurement system analysis
methods. To get familiar with this method and gain a feedback in
improving measurement systems, this survey would be on
“ANOVA" method as the most widespread way of calculating
Repeatability and Reproducibility (R&R).", keywords = "Analysis of Variance (ANOVA), MeasurementSystem Analysis (MSA), Part-Operator interaction effect,Repeatability and Reproducibility.", volume = "3", number = "4", pages = "420-5", }