Field Validation of Statistically-Based Acceptance Plan for Bituminous Airport Pavements. Volume 1. Correlation Analysis of Marshall Properties of Laboratory-Compacted Specimens.

Abstract

The laboratory phase of a three phase research effort conducted to field validate a multiple price adjustment system for bituminous airport pavements using the Marshall properties, stability, flow and air voids, is presented. The purpose of the laboratory phase was to identify whether correlations exist among the Marshall properties within individual tests. To consider the use of these properties in a multiple price adjustment system, it was first necessary to identify these correlations. The experimental design consisted of 4 different aggregate gradations and 6 different asphalt contents for a total of 24 combinations. A total of 12 replicates were tested for each combination for a total of 288 Marshall test specimens, A number of statistical analyses were conducted on the laboratory test results. An analysis of variance was conducted to determine whether time, i.e., order of testing, had an effect on the results. Correlation coefficients among the Marshall properties, i.e., stability with flow, stability with air voids and flow with air voids, were calculated for each of the 24 combinations. The results of the analysis indicate correlations that are consistent enough to violate an assumption of statistical independence among the properties. The results indicate that the effect of correlations among the properties should be taken into consideration in developing a multiple price adjustment approach based on the Marshall properties. Keywords include: Acceptance plans, Price Adjustment, Marshall Properties, Statistical Quality Control, and Correlation.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
May 01, 1984
Accession Number
ADA153469

Entities

People

  • F. W. Morgan
  • G. D. Brantley
  • J. L. Burati Jr.

Organizations

  • Clemson University

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Civil Engineering
  • Computer Programs
  • Confidence Limits
  • Correlation Analysis
  • Data Analysis
  • Data Science
  • Databases
  • Engineering
  • Experimental Design
  • Information Science
  • Laboratory Procedures
  • Laboratory Tests
  • Materials
  • New York
  • Specific Gravity
  • Statistical Analysis

Readers

  • Pavement Materials Engineering.
  • Regression Analysis.