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Digital Specimen and Digital T est-Integration of Microstructure into Simulation   357


                          3.5
                           3
                         Deformation(mm)  1.5
                          2.5
                           2


                           1

                          0.5
                           0
                             0         2000       4000       6000        8000
                                                 Cycles
                                AC=5.6%     AC=6.0%      AC=6.4%
              FIGURE 10.41  Permanent deformations of three mixes versus loading cycles.


              10.3.5 Model Rationality Analysis
              The proposed model rationality was analyzed by comparing the simulated results with
              the experimental results obtained through the APA tests at the Virginia Transportation
              Research Council (VTRC) (Wang et al., 2008). The tests were carried out under the same
              temperature (49 C), loading frequency and loading level (0.8 Mpa). Three mixes with the
                           °
              same asphalt binder (PG76-22), different AC contents, and the same aggregate gradation
              were tested. The experimental results are presented in Figure 10.41. This figure shows
              that the AC mixture with higher AC content has larger permanent deformation. For AC,
              most of the deformation occurred under 500 loading cycles. The numerical simulation
              results, compared with the experimental results for up to 800 loading cycles, were pre-
              sented in Figures 10.42 through 10.44. After the parameter optimization, a good correla-
              tion exists between the experimental results and the numerical results. The parameters f


                          0.6
                          0.5
                        Deformation(mm)  0.3
                          0.4


                          0.2
                          0.1
                           0
                             0   100   200   300  400   500  600   700  800
                                                 Cycles
                              Experimental Result (AC=5.6%)
                              Simulated Result
              FIGURE 10.42  Experimental result versus simulated result (AC = 5.6%).
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