Method for predicting bitumen properties
A kind of asphalt and property technology, applied in the field of dielectric spectrum prediction of asphalt properties, can solve the problems of time-consuming and expensive asphalt
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Embodiment 1
[0050] In this example, the dielectric dissipation factor versus softening point for several reference bitumen samples was evaluated and plotted as figure 1 shown. The LASSO regression technique was used to fit a two-stage linear regression model.
Embodiment 2
[0052] In this example, the relationship between the dielectric loss factor and the change in softening point for several reference bitumen samples was evaluated and plotted, as figure 2 shown. The LASSO regression technique is used to fit a linear regression model.
Embodiment 3
[0054] In this example, impedance measurements were performed on a 5% weight / volume pitch toluene solution with a voltage amplitude of 0.5 V to 2.5 V, a frequency in the range of 1,480 Hz to 1,520 Hz, and at 1,500 Hz. Convert the impedance response to dielectric loss factor as described in this paper. use for example figure 1 The graph shown in converts dielectric loss factor values to softening points such that a dielectric loss value of about 6 at 1,500 Hz gives a softening point of about 48°C (+ / - 3°C with about 75% accuracy ). Using for example a plot of the change in softening point (according to figure 2 ) performs a similar conversion. Additional data in the 2,350Hz to 2,450Hz frequency range provides about 3-4% additional accuracy. A similar level of additional accuracy can also be obtained by combining data from the frequency range of 51,000 to 54,000 Hz or from frequencies of 51,392 Hz and / or 53,521 Hz.
[0055] Alternatively, the dielectric loss factor of th...
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