TY - JOUR
T1 - Development of a modulus of subgrade reaction model to improve slab-base interface bond sensitivity
AU - Saha, Sajib
AU - Gu, Fan
AU - Luo, Xue
AU - Lytton, Robert L.
PY - 2020/12/5
Y1 - 2020/12/5
N2 - In the Pavement ME Design, the modulus of subgrade reaction (k-value) is characterised by the dense liquid or Winkler model, which does not consider the interface bond within the supporting media. In this study, a modified k-value model was developed to take into account the shear interaction between concrete slab and base course. Formulation of the modified k-value model contained four steps: (a) correction of cross anisotropic base modulus; (b) development of a submodel for slab-base equivalent thickness; (c) development of a formula for slab-base interface shear bonding; and (d) determination of k-value using the calculated shear bonding and the deflection patterns of falling weight deflectometer (FWD). A large number of rigid pavement structural and strength properties and the corresponding FWD deflection patterns data were collected from the Long-Term Pavement Performance database and used to calculate the modified k-value. These were compared against the k-values using the existing ‘backcalculated best-fit approach’. The results showed that the modified k-values changed significantly due to the consideration of cross anisotropy and slab-base interface bonding. Finally, an artificial neural network (ANN) approach was employed to predict the modified k-values for the given pavement structures, layer moduli and interface bonding ratios.
AB - In the Pavement ME Design, the modulus of subgrade reaction (k-value) is characterised by the dense liquid or Winkler model, which does not consider the interface bond within the supporting media. In this study, a modified k-value model was developed to take into account the shear interaction between concrete slab and base course. Formulation of the modified k-value model contained four steps: (a) correction of cross anisotropic base modulus; (b) development of a submodel for slab-base equivalent thickness; (c) development of a formula for slab-base interface shear bonding; and (d) determination of k-value using the calculated shear bonding and the deflection patterns of falling weight deflectometer (FWD). A large number of rigid pavement structural and strength properties and the corresponding FWD deflection patterns data were collected from the Long-Term Pavement Performance database and used to calculate the modified k-value. These were compared against the k-values using the existing ‘backcalculated best-fit approach’. The results showed that the modified k-values changed significantly due to the consideration of cross anisotropy and slab-base interface bonding. Finally, an artificial neural network (ANN) approach was employed to predict the modified k-values for the given pavement structures, layer moduli and interface bonding ratios.
KW - artificial neural network
KW - interface shear bonding
KW - long-term pavement performance
KW - Modulus of subgrade reaction
KW - rigid pavement design
UR - http://www.scopus.com/inward/record.url?scp=85064533154&partnerID=8YFLogxK
UR - https://www.tandfonline.com/doi/full/10.1080/10298436.2019.1567921
U2 - 10.1080/10298436.2019.1567921
DO - 10.1080/10298436.2019.1567921
M3 - Article
AN - SCOPUS:85064533154
SN - 1029-8436
VL - 21
SP - 1794
EP - 1805
JO - International Journal of Pavement Engineering
JF - International Journal of Pavement Engineering
IS - 14
ER -