TY - JOUR
T1 - Inversion analysis to determine design parameters for reliability assessment in pavement structures
AU - Mun, Sungho
N1 - Publisher Copyright:
© 2014, National Research Council of Canada. All Rights Reserved.
PY - 2014/11/13
Y1 - 2014/11/13
N2 - Reliability assessment has been used to evaluate the performance of pavement structures. However, probabilistic inversion analysis of pavement structure design has not yet been tested to determine the design parameters of the pavement performance function, given a specified reliability index. In this study, a limit state function numerical calculation and the inversion technique of the Nelder–Mead simplex algorithm were used to determine the design parameters for the pavement performance function. The method of moments was used to develop the forward limit state function, which was then compared to Monte Carlo simulations; the comparison indicated good agreement between the two methods. Additionally, several cases were studied to determine the design parameters of the pavement performance function for the reliability index specified in this study. The case studies indicated that the structure number significantly affected the pavement performance function.
AB - Reliability assessment has been used to evaluate the performance of pavement structures. However, probabilistic inversion analysis of pavement structure design has not yet been tested to determine the design parameters of the pavement performance function, given a specified reliability index. In this study, a limit state function numerical calculation and the inversion technique of the Nelder–Mead simplex algorithm were used to determine the design parameters for the pavement performance function. The method of moments was used to develop the forward limit state function, which was then compared to Monte Carlo simulations; the comparison indicated good agreement between the two methods. Additionally, several cases were studied to determine the design parameters of the pavement performance function for the reliability index specified in this study. The case studies indicated that the structure number significantly affected the pavement performance function.
KW - Design parameter
KW - Nelder–Mead simplex
KW - Pavement structure
KW - Performance function
UR - https://www.scopus.com/pages/publications/84909943565
U2 - 10.1139/cjce-2013-0507
DO - 10.1139/cjce-2013-0507
M3 - Article
AN - SCOPUS:84909943565
SN - 0315-1468
VL - 41
SP - 845
EP - 855
JO - Canadian Journal of Civil Engineering
JF - Canadian Journal of Civil Engineering
IS - 10
ER -