Investigation and improvement in reliability of asphalt concrete fatigue modeling using fine aggregate matrix phase
In this research effort, a reliability framework is developed using Monte Carlo simulation for predicting the fatigue life of AC material using the S-VECD model. The reliability analysis reveals that the fatigue life prediction is very sensitive to the uncertainty in the input variables. FAM testing in similar loading conditions as AC, and upscaling of AC modulus and damage response using FAM properties from a relatively simple homogenized continuum approach shows promising results. The FAM phase fatigue life prediction and upscaling of FAM results to AC show more reliable fatigue life prediction than the fatigue life prediction of AC material using its experimental data. To assess the sensitivity of fatigue life prediction model to uncertainty in the input variables, a parametric sensitivity study is conducted on the S-VECD model. Overall, the findings from this research show promising results both in terms of upscaling FAM to AC properties and the reliability of fatigue prediction in AC using experimental data on FAM.
- Author (aut): Gudipudi, Padmini Priyadarsini
- Thesis advisor (ths): Underwood, Benjamin S
- Committee member: Kaloush, Kamil
- Committee member: Mamlouk, Michael
- Committee member: Neithalath, Narayanan
- Publisher (pbl): Arizona State University