TECHNICAL PAPERS
Jan 16, 2004

Ternary and Multivariate Quality Control Charts of Aggregate Gradation for Hot Mix Asphalt

Publication: Journal of Materials in Civil Engineering
Volume 16, Issue 1

Abstract

Several statistical methods for controlling the quality of aggregate gradation are proposed, based on a multivariate model that describes compositional data. First, ternary quality control charts are developed to control a three-part gradation such as that given by the restricted zone method, with both hexagonal and elliptical acceptance regions. Second, multivariate quality control charts are developed with multiple category and T2 acceptance regions. Hexagonal and multiple category regions use fixed lower and upper control limits for each category and are easier to interpret by a visual plot, whereas elliptical and T2 regions account for the correlations among the categories and are more accurate and efficient. The control charts may be used to show the dynamic status of consecutive average values and can easily be applied with spreadsheet software such as Microsoft Excel.

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References

Aitchison, J. (1986). The statistical analysis of compositional data, Chapman and Hall, New York.
Anderson, T. W. (1984). An introduction to multivariate statistical analysis, 2nd Ed., Wiley, New York.
Estakhri, C. K., Spiegelman, C., Gajewski, B. J., Yang, G., and Little, D. N. (1998). “Recycled hot mix asphalt concrete in Florida: A variability study.” Research Rep. ICAR-401-1, Texas Transportation Inst., Highway Materials Div., College Station, Tex.
Florida Department of Transportation (FDOT). (1996). Standard specifications for road and bridge construction, Tallahassee, Fla.
Hahn, G. J., and Hendrickson, R. W.(1971). “A table of percentage points of the distribution of the largest absolute value of k Student t variates and its applications.” Biometrika, 58(2), 323–332.
Jackson, J. E., and Morris, R. H.(1957). “An application of multivariate quality control to photographic processing.” J. Am. Stat. Assoc., 52, 186–199.
Mardia, K. V. (1992). The art of statistical science: A tribute to G. S. Watson, Wiley, New York.
Miller, R. G. (1980). Simultaneous statistical inference, 2nd Ed., Springer, New York.
Montgomery, D. C. (1996). Introduction to statistical quality control, 3rd Ed., Wiley, New York.
Murphy, B. J.(1987). “Selecting out of control variables with the T2 multivariate quality control procedure.” Statistician, 36(5), 571–581.
Tamhane, A. C., and Dunlop, D. D. (2000). Statistics and data analysis, Prentice-Hall, Upper Saddle River, N.J.
Wetherill, G. B., and Brown, D. W. (1991). Statistical process control: theory and practice, Chapman and Hall, New York.
Yang, G. (1999). “Variability of hot mix asphalt produced with reclaimed asphalt pavement.” MS thesis, Texas A&M Univ., College Station, Tex.

Information & Authors

Information

Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 16Issue 1February 2004
Pages: 28 - 34

History

Received: May 5, 2001
Accepted: Jan 2, 2003
Published online: Jan 16, 2004
Published in print: Feb 2004

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Authors

Affiliations

Guiqin Yang, P.E., M.ASCE
ARS Engineers, Inc., 5910 N. Central Expressway, Ste. 1000, Dallas, TX 75206.
Daren B. H. Cline
Professor, Dept. of Statistics, Texas A&M Univ., College Station, TX 77843.
Robert L. Lytton, F.ASCE
Professor, Texas Transportation Institute, Dept. of Civil Engineering, Texas A&M Univ., College Station, TX 77843.
Dallas N. Little, F.ASCE
Professor, Texas Transportation Institute, Dept. of Civil Engineering, Texas A&M Univ., College Station, TX 77843-3135.

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