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Title: ANALYSIS OF MULTIVARIATE MODELS FOR EVALUATING SEGREGATION IN HOT-MIX ASPHALT PAVEMENTS
Accession Number: 00985969
Record Type: Component
Record URL: Availability: Transportation Research Board Business Office 500 Fifth Street, NW Find a library where document is available Abstract: Multivariate statistical techniques were used to determine the feasibility of quantifying segregation in hot-mix asphalt pavements. Data obtained by using visual ratings of segregation, nuclear density gauge readings, and laboratory tests at nine field sites as reported by the National Center for Asphalt Technology were analyzed. Data were screened, before multivariate statistical analyses were performed, to develop relationships among segregation level, change in key mixture properties (air voids, asphalt content, and percent passing various sieves), and change in mixture density. The results revealed that segregation level could not be accurately identified by visual ratings and that multivariate statistics based on actual measured properties were appropriate for evaluating segregation level. Laboratory-prepared samples were made to assess the accuracy of the model developed in the study. The verification results indicated that the model could predict segregation level of these samples with accuracy. From the analysis of the models, it was concluded that a change in mixture density could predict segregation. This allows screening of segregated pavement sections on the basis of numerical field measurements instead of reliance on subjective visual observations. Given the promising results from this work, further studies on segregation models based on density measurements are suggested.
Supplemental Notes: This paper appears in Transportation Research Record No. 1900, Construction 2004.
Monograph Title: Monograph Accession #: 00985965
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Wu, J-XRomero, PPagination: p. 33-40
Publication Date: 2004
Serial: ISBN: 0309094941
Features: Figures
(2)
; References
(12)
; Tables
(12)
TRT Terms: Subject Areas: Construction; Data and Information Technology; Highways; I52: Construction of Pavements and Surfacings
Files: TRIS, TRB, ATRI
Created Date: Feb 17 2005 12:00AM
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