1. Introduction
Asphalt pavements can withstand substantial loads and environmental conditions for a reasonable time [
1]. Various forms of admixtures have been used to prolong the serviceability life of pavements by alleviating temperature effect and cracking of asphalt concrete (AC) mixtures [
2,
3]. Numerous studies have shown that in this use, fiber, hydrated lime, waste plastics, and traditional polymers could develop properties of AC [
4,
5]. However, high-temperature stability and low-temperature cracking-resistance requirements could not be satisfied for many asphalt and improved AC mixes [
6]. Therefore, new admixtures were investigated in order to improve the performance of AC mixtures: for example, nano-clay. These improved mixes were found to show better rutting resistance than traditional AC pavements (without additives), according to AASHTO T283 [
7]. The high surface area of nano-clay (700–800 m
2/g) is due to the separation of clay discs, which creates an interface between nano-clay and asphalt. Nano-particles, nano-silica, nano-tubes, and bentonite clay were suggested to be added to the AC mix to raise the viscosity of binders and to enhance rutting and fatigue resistance [
8,
9]. Fillers were principally categorized by capacity to stiffen and thicken asphalt film [
10]. These clay materials can commonly be utilized in road-construction projects as a substitute for a natural aggregate of hot mix asphalt (HMA) production as long as their unwanted features are reduced [
11].
AC mixtures are affected by two major forms of loading: mechanical loading, particularly because of hefty trucks; and climate, due to temperature, moisture, and freezing and thawing (FT) cycles. An expansion of 9% occurs when water turns to ice under freezing conditions. Asphalt pavements deteriorate over time as a result of environmental effects and heavy traffic loading on paving elements [
12]. Rutting, fatigue cracking, low-temperature cracking, and moisture-induced damage (stripping) are the main distresses accountable for degradation of AC, subsequently leading to its failure [
13,
14]. Freezing and thawing cycles cause damage to the binder, which can be seen in reduction of stiffness as freezing and thawing intensity increases. The bond between asphalt and aggregate weakens when water infiltrates the pavement, resulting in a reduction in adhesion, normally called “stripping,” that is the key degradation mechanism throughout FT cycles [
15,
16,
17,
18].
During FT cycles, ambient temperature frequently varies, as does pavement wear from frequent thermal stresses and moisture impacts. The resilient modulus and compressive strength of AC mix drop when AC is exposed to FT cycles [
19].
If water in the spaces of pavement solidifies to ice in a cold environment, the mix will be exposed to growing stress; however, at warmer temperatures (during and after the thawing process), the AC structure will detach [
20,
21,
22,
23,
24]. This expansion force results in micro-damage to the pavement material. Throughout the melting cycles, additional water fills the air voids. Therefore, the inner arrangement of the mixture is seriously damaged by FT in cold areas [
25]. Marshall stability is reduced when FT cycles are increased [
26]. FT cycles escalate the sizes of existing pores and cause the occurrence of new pores in AC pavements [
27].
Natural clays are not currently used as AC admixtures; in fact, aggregate specifications recommend avoiding aggregates with excessive clay amounts. This is because clay generates a mineral that covers the aggregate surface, causing the hot asphalt to attach to the clay and not to the aggregate underneath. The asphalt is then vulnerable to moisture damage because water will relocate the clay particles and then strip the binder from the aggregate surface. However, addition of a specific type of clay, namely natural bentonite clay (NBC), as a replacement of the AC mix’s mineral filler in a controlled amount will overcome the negative aspects of clay additives in AC mixtures, leading to improvement of AC mixture specifications. In fact, fractional replacement of mineral filler with NBC at 15% fulfills design requirements for medium traffic [
28]. FT cycles on pavement result in reduction of the pavement’s stability; consequently, the pavement will be damaged and need considerable maintenance or replacement. This damage and maintenance are associated with costs that lead to direct burdens on municipalities, governments, and private businesses’ toll-highway budgets. Constructing a highway is very expensive and might cost from 6 to 12 million euros per kilometer in Europe (depending on terrain and country), while in the United States of America, a major freeway of four lanes may cost over 40 million dollars per kilometer. Therefore, increasing attention is needed to study and mitigate the effect of FT cycles on pavements, which might cause billions of dollars in losses and human fatalities due to road accidents. In this study, performance of improved AC mixtures after partial replacement of the aggregate’s mineral filler with NBC subjected to the FT cycle effect was investigated in order to introduce a practical solution for damaged pavements in cold regions subjected to severe FT cycles. The incorporation of abundantly available and economically affordable NBC in AC could lead to both sustainable pavement construction and environmental preservation. It is therefore necessary to expand existing research on asphalt and AC modification in order to inspect the effect of asphalt modification with NBC on physical, rheological, and mechanical properties of asphalt pavements, especially under FT conditions.
4. Results and Discussions
Based on results obtained by several researchers, bentonite clay could be considered a technically feasible choice as a substitute material to replace natural filler in hot mix asphalt. Considering the global need to ensure well-performing road infrastructures while using environmentally sound construction technologies, the use of bentonite clays as road pavement stabilizers could be of interest to several road investors [
35]. Heavy vehicle loads and seasonal temperature changes can impact the rheological and mechanical properties of AC; pavements designed and constructed to withstand medium-heavy traffic require engineered pavement mixtures [
36]. Therefore, this research was focused on improving AC mixtures that are used for flexible pavement purposes in roads, highways, and other important AC paving projects in cold regions that undergo high seasonal temperature variations. The main objective in this research was to reduce the damage that occurs within the AC pavement structure in order to minimize the maintenance and management cost of these structures.
The findings of this research revealed that stability of modified AC mixtures rose with increased NBC content. When an improved AC mix was amended by 15% NBC compared to the control sample, a 26% enhancement was recorded. Stability reduced when NBC was increased over 15%, which is in line with the tendency of density in the improved AC mix with NBC. This could be a result of a decrease in adhesion of bitumen to aggregate and detachment of the aggregate in the AC sample.
Figure 5 and
Figure 6 show average weight loss and average corrected stability of AC mixtures with different NBC contents after 8 weeks of FT cycles. Both average weight loss and corrected stability rose with the increase of NBC and touched their highest values when NBC was 10%; that corresponded with 6.6% weight loss and 7 kN corrected stability, respectively. Moreover,
Figure 6 shows that the stability for the unmodified specimen with 0% NBC dropped drastically after 8 weeks of FT cycles, reaching 4.1 kN, which is below the minimum requirement, as indicated by the dotted green line. However, for 5%, 10%, and 15% modification of NBC, stability results were above the minimum requirement, at 6.1 kN and 7 kN, respectively. At 15% substitution of filler with NBC, the value of corrected stability met minimum requirements for medium traffic conditions after 8 continuous weeks of FT cycles. Increasing the NBC to above 15% resulted in a reduction in asphalt stability, which can be attributed to the ability of NBC to absorb more moisture, resulting in loss of adhesion between asphalt and aggregate and therefore causing reduction of pavement stability.
When water entered the AC, the bond between bitumen and aggregate decreased and there was a reduction in adhesion, frequently termed as “stripping.” FT cycles caused more separation and an increase in air void content in asphalt pavement. This, in turn, resulted in different asphalt concrete distresses, such as cracking, flushing, raveling, and bleeding. Replacing a portion of the filler of the AC mix with NBC in a controlled, limited amount resulted in filling of the voids when the bentonite expanded due to increase in moisture and the effect of FT cycles, which resulted in an increase in AC stability. Causes such as frequent temperature variation and FT cycles in winter also produced stiffness reduction of pavement layers, particularly the surface layer that expedited longitudinal and transverse cracks of the top-down type. It also expedited the load-associated fatigue damage by worsening the horizontal tensile stresses at the bottom of the asphalt layer. In fact, cracking and stripping increased with the influence of FT cycles. Environmental stresses are of key importance in affecting pavement construction. These stresses can substantially change the stiffness of asphalt pavement. High temperatures could cause the viscoelastic and thermoplastic asphalt to behave like a viscous fluid, which may lead to rutting. On the other hand, low temperatures (especially temperatures below the freezing point) cause asphalt to act more like an elastic solid that is more susceptible to low temperature cracking. Therefore, loss of durability of asphalt mixtures under freezing and thawing cycles deserves research attention. Consequently, stress and deformation in HMA due to variant thermal expansion and contraction can cause generation of cracks [
17].
Figure 7 shows that flow values decreased with an increase of NBC content in modified mixtures when subjected to 8 weeks of freezing and thawing. The flow at 5% and 10% NBC reached 6.2 and 5.5 mm, respectively. Reduction in flow was insignificant with an increase of NBC. Without the FT effect, flow increased with an increase of NBC, from 3.7 mm at 0% NBC to 4.45 mm at 10% NBC; after that, a reduction in flow was recorded with an NBC increase. The test results showed that 5% and 15% NBC contents met asphalt requirements concerning flow and stability for medium traffic conditions before and after being subjected to FT cycles.
Figure 8 and
Figure 9 represent average velocity UPV (km/s) and the damage index for asphalt mixtures with various bentonite clay contents when subjected to FT cycles.
The results displayed that the velocity of nondestructive pulses through asphalt specimens increased by 7.85% at 5% NBC content before application of the FT effect. However, velocity was reduced when specimens were subjected to FT cycles. For instance, after 8 weeks of FT cycles, velocity was reduced by 30% for control/unmodified specimens and 25% for modified mixtures with 5% NBC. In spite of that, when specimens were subjected to 8 weeks of FT effect, the velocity of 5% modified AC mixtures was 15% higher than that of control mixtures. Likewise, the damage index for 5% modified mixtures after 8 weeks of FT cycles was 13% less than that of control samples, indicating that less damage occurred when bentonite clay was used in asphalt-mixture modification. The action of pore pressure due to FT cycles caused the damage and fracturing of microcracks; then small cracks were produced, leading to the appearance of large cracks [
37].
Interestingly, weight-loss values after 8 weeks of FT cycles indicated that the least loss was in mixtures modified by 5% bentonite, with 3.3% loss as compared to 4.5%, 6.5%, and 4.7% loss for mixtures modified with 7%, 10%, and 15% NBC, respectively, illustrated by
Figure 5. That is why chosen optimum bentonite content was 5%. Moreover, 5% NBC replacement of the mineral filler is a very low amount, as mineral filler forms only 55 g out of 1100 g of the total aggregate; that means the replacement was calculated as 0.05 × 55 = 2.75 g NBC and 52.25 g mineral filler to be added to 770 g coarse aggregate and 275 fine aggregate. This amount of NBC (0.25% of total aggregate) is very low and therefore would not cause expansion of the AC mixture; most NBC particles would be coated by the binder material (bitumen) and eliminate their swelling capacity. It is worth mentioning that the AC weight loss percentage is in line with the findings of Naik et al. (2003) for modified paving stone subjected to FT cycles, which revealed a 0.2% weight loss for all mixtures [
38,
39,
40].
Moreover, in terms of stability for specimens modified with NBC and without FT effect, all specimens passed the minimum requirement; however, after 8 weeks of FT cycles, control specimens and modified specimens with 20% NBC failed the minimum requirement, whereas modified specimens with 5%, 10%, and 15 % of NBC passed the minimum requirement with 6.1, 7, and 5.3 kN, respectively. Therefore, consideration of 5% NBC replacement of the mineral filler of aggregate gradation will result in minimum weight loss, minimum damage, and more stability than required after 8 weeks of FT cycle effect. This is credited to the NBC having a larger surface area than the limestone filler and aggregate, meaning that the latter had less contact area with bitumen: the cause of lower reaction at the interface between limestone filler–aggregate and bitumen than that of NBC and bitumen. Since NBC has a net negative charge, polar fractions in bitumen were adsorbed to the NBC surface and formed a double layer, which resulted in lower tensile strength at the interface between binder and aggregate and a decrease in interlocking of coarse aggregate. Therefore, friction and mechanical interlock will decay between coarse and fine aggregate in AC when NBC content is increased above 15%. This finding helped conclude that increasing NBC content in asphalt mixtures causes a reduction in adhesion between film thickness and coarse aggregate. Notably, size gradation and morphology of the aggregate and its location in the AC have an impact on aggregate movement displacement, aggregate skeleton stability, cracking distribution, and fracture damage of asphalt mixtures at low temperatures [
40,
41,
42].
In order to establish a relationship between influence of NBC content on average velocity and the damage index, a comprehensive analysis was conducted. Linear relationships were established between average velocity and the damage index versus number of weeks for specimens that were subjected to FT cycles at different NBC contents. The coefficient of determination (R
2) was used to access quality of linear fit. R
2 is known as a numerical value that implies the amount of variance explained by the independent variable(s) in the model. This coefficient of determination was calculated by the following equation:
where R
2 = regression model fitting parameter, SSR = sum of squares of errors (residuals), SST = total sum of squares around the mean, Yi = actual dependent variable acquired from experimental work, Yp = predicted dependent variable obtained from the regression model, and Yavg = average value of the actual dependent variable acquired from the experimental study. Developed linear models between average velocity, number of FT weeks, and the damage index versus number of FT weeks at different NBC contents, along with their respective R
2 values, are tabulated in
Table 4 and
Table 5, respectively. Based on the developed models, it can be seen that the established linear models clearly explain variation in dependent variables (average velocity and damage index) at 95% or better. In addition, it was observed analytically that NBC content played a significant role in AC mixture performance under different FT cycles.
In general, the performance of asphalt mixtures determines road-pavement performance, especially when pavement is exposed to water through its porous medium; water in porous materials not only causes physical degradation but also carries aggressive agents such as carbon dioxide (CO
2), chloride, and sulfates, which can lead to chemical degradation and severely reduce the durability of AC mixtures [
43,
44]. In addition to that, the FT effect on AC is a significant parameter that contributes to road-pavement damage. Marshall-test and UPV measurements were used to evaluate the impact of FT cycles on AC mixture performance. The two methods were relatively independent and the relationship between the characterization indexes of the two tests was considered to establish more comprehensive consideration of bentonite’s improvement of AC mixture performance. To that end, a single-factor analysis of variance (ANOVA) was carried out; NBC content was used as the factor based on which comparison was conducted versus flow, stability, average velocity, and damage index at 0 weeks of FT cycles and flow, stability, average velocity, and damage index after 8 weeks of rapid and continuous FT cycles. Results are presented in
Table 6 and
Table 7;
Table 6 presents descriptive statistics for the variables used in the ANOVA and
Table 7 shows single-factor ANOVA results. It can be statistically seen, as was graphically proven, that bentonite content significantly affected all test indexes on the 0.05 significance level, which supports the motivation of this research. It is of great importance to point out that the
p-Value resulted as <0.0001, which implies that NBC has a high influencing effect on asphalt-mixture behavior under FT cycles. This in turn indicates that modifying AC with NBC could help mixtures’ weather-resistance under repeated cycles of FT in addition to wetting and drying.