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Title: Calibrating "Mechanistic–Empirical Pavement Design Guide" for North Carolina: Genetic Algorithm and Generalized Reduced Gradient Optimization Methods
Accession Number: 01373187
Record Type: Component
Record URL: Availability: Transportation Research Board Business Office 500 Fifth Street, NW Find a library where document is available Abstract: The "Mechanistic–Empirical Pavement Design Guide" (MEPDG) is the state-of-the-practice pavement analysis software developed under NCHRP Project 1-37A. Recently, AASHTO announced the first commercial version of the software, DARWin-ME, to replace the 1993 AASHTO design guide DARWin software. The MEPDG and DARWin-ME use similar models for predicting rutting and bottom-up fatigue cracking. Both distress models were nationally calibrated with measured performance data collected from hundreds of long-term pavement performance sections across the United States and Canada. Verification work indicated that these nationally calibrated models did not reflect North Carolina’s local materials, construction practices, and local traffic. Therefore, the performance models must be recalibrated to reflect local conditions. The scope includes rutting and alligator cracking in flexible pavements. The development of rutting and fatigue model coefficients (k-values) is investigated for 12 commonly used hot-mix asphalt (HMA) mixtures in North Carolina, and two approaches for recalibrating the rutting and fatigue cracking model coefficients (β-factors) are compared to reflect local materials and conditions. The two optimization methods evaluated are generalized reduced gradient (GRG) and genetic algorithm (GA) optimization. Results indicate that rutting and fatigue cracking k-values for North Carolina HMA mixtures are generally different from national averages. The GA optimization method does a better job of predicting local distresses than do the GRG method and nationally calibrated models.
Monograph Title: Monograph Accession #: 01470561
Report/Paper Numbers: 12-2885
Language: English
Authors: Jadoun, Fadi MKim, Y RichardPagination: pp 131–140
Publication Date: 2012
ISBN: 9780309263139
Media Type: Print
Features: Figures; References; Tables
TRT Terms: Identifier Terms: Uncontrolled Terms: Geographic Terms: Subject Areas: Design; Highways; Pavements; I22: Design of Pavements, Railways and Guideways
Files: TRIS, TRB, ATRI
Created Date: Feb 8 2012 5:12PM
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