1. Introduction
Cold-mix asphalt mixtures can reduce energy consumption and carbon emissions compared to traditional hot-mix mixtures [
1]. This makes them an important direction for the development of green road materials [
2]. Meanwhile, the volume of waste tires continues to grow. Converting them into crumb rubber for use in road engineering is an effective means of resource recovery [
3,
4]. Incorporating crumb rubber into cold-mix systems not only increases its use and fully leverages its properties but also improves the in-service performance of the mixture, maximizing environmental benefits.
However, factors such as the unique demulsification behavior of emulsified asphalt, the presence of water, and the cold-mix construction process complicate adhesion at the crumb rubber–asphalt interface. This complexity often results in a lack of stable, effective bonding between crumb rubber and emulsified asphalt, which, in turn, limits the utilization rate of crumb rubber in cold-mix asphalt mixtures compared to hot-mix processes. When high levels of crumb rubber are used, pavement performance—especially crack resistance and durability—deteriorates sharply. Furthermore, the addition of recycled crumb rubber further slows the demulsification of emulsified asphalt. Collectively, these interactions have become bottlenecks constraining the technological development of cold-mix emulsified asphalt mixtures incorporating crumb rubber [
5,
6,
7].
Desulfurization and activation of crumb rubber are effective approaches to overcoming the aforementioned bottlenecks [
8,
9]. The interaction between crumb rubber and asphalt involves both physical swelling and chemical dissolution [
10] and can be enhanced by reducing particle size [
11] or through desulfurization pretreatment [
12,
13]. The core of waste rubber desulfurization lies in breaking C-S and S-S crosslinks to restore molecular linearity while preserving the C-C backbone to maintain performance [
14]. Existing methods for desulfurization and activation fall into three primary categories—chemical, biological, and physical—each with distinct advantages and limitations. Chemical methods use reagents to break crosslinks but incur high costs, harsh conditions, and the potential for toxic byproduct formation, leading to secondary pollution. Biological methods are more environmentally friendly but are hindered by extended desulfurization cycles and often fail to remove enough sulfur. Physical methods, including microwave, ultrasonic, and mechanical shearing, rely on external energy sources to disrupt crosslinks. Ultrasonic methods have low energy efficiency and complicated equipment control; mechanical shearing results in high energy consumption and equipment wear. Microwave activation uses high-frequency electromagnetic fields to generate heat through the friction of polar molecules. It stands out for its simple operation, uniform heating, selective bond cleavage, and efficient, simultaneous internal and external heating, made possible by strong penetration and the rubber’s poor thermal conductivity. The bond energies of C-C, C-S, and S-S bonds are 347, 259, and 213 kJ/mol, respectively. By adjusting microwave intensity and activation time, mainly S-S and C-S bonds are broken, largely preserving the main chain C-C bonds, thus achieving desulfurization and activation [
8,
15]. Microwave activation improves the dispersion and compatibility of crumb rubber in asphalt and enhances the high-temperature stability [
16], storage stability, and workability [
17,
18] of modified asphalt. In emulsified asphalt systems, adding crumb rubber can also improve the low-temperature performance of the residual material [
5].
However, previous studies have primarily focused on systems involving crumb rubber and hot-mix asphalt, with limited exploration of emulsified asphalt, and most have been confined to macroscopic performance evaluations. Research quantifying the contributions of individual components from the perspective of solid–liquid phase decoupling is scarce, whereas solid–liquid separation is a key method for independently characterizing components, quantifying their contributions, and elucidating the modification mechanism. At the microscopic level, molecular dynamics (MD) simulations have been widely applied in asphalt material research, such as studies based on a high-precision twelve-component asphalt molecular model [
19] and investigations of crumb rubber–asphalt interactions using solubility parameters and radial distribution functions [
20,
21,
22]; however, microscopic simulations of the multiphase coexistence system involving crumb rubber, emulsifier, and water in emulsified asphalt remain insufficient.
In summary, this study shows that microwave activation of waste crumb rubber improves its compatibility and adhesion with emulsified asphalt, enhancing demulsification. Macroscopic experiments, solid–liquid separation, and molecular dynamics simulations reveal that activated crumb rubber more effectively bonds with asphalt in cold-mix emulsified systems. These findings provide guidance for improving system performance.
Figure 1 below shows the technical roadmap for this paper.
2. Microwave Activation of Crumb Rubber
This study used a microwave oven (Foshan Shunde Midea Microwave Electric Appliance Manufacturing Co., Ltd., Foshan, China) at 2450 MHz. The oven runs in 30-s cycles. The average output power for the low, defrost, medium, medium-high, and high settings was 207 W, 307 W, 540 W, 873 W, and 1040 W, respectively. Variations in crumb rubber quality and mesh size did not affect the oven’s output power, providing a stable power supply for activation experiments.
Temperature is a key control parameter affecting the activation of crumb rubber. When 40 g of crumb rubber was subjected to microwave activation, its temperature varied with microwave duration and power, as shown in
Figure 2. Experiments indicate that the particle size of crumb rubber does not appear to affect the rate of temperature rise. Observations reveal that as microwave energy is applied, pale white smoke, yellowish-brown smoke, open flames, and carbonization of crumb rubber occur sequentially (as shown in
Figure 3). These phenomena visually reflect the rapid rise in internal temperature of the crumb rubber and the complex chemical transformations it triggers. To quantitatively evaluate the desulfurization and activation effects of crumb rubber, this study adopted the Horikx theoretical model [
23], which is based on sol content and desulfurization degree; this requires simultaneous determination of sol content and crosslink density. Sol content was determined through Soxhlet extraction: the crumb rubber was sequentially extracted with acetone (Guangzhou Tongyuan Chemical Technology Co., Ltd., Guangzhou, China) and toluene (Guangzhou Tongyuan Chemical Technology Co., Ltd., Guangzhou, China) for 72 h. Acetone is used to remove small-molecule additives and oil content, while toluene dissolves the dissociated crumb rubber molecular chains, which constitute the sol content. Crosslink density is determined using the equilibrium swelling method. The formula for calculating sol content is shown below:
m
2 is the mass before toluene extraction and m
1 is the mass after toluene extraction and drying.
The degree of desulfurization [
24] can be calculated based on the reduction in crosslink density using the following formula:
In this context, v1 and v2 represent the crosslink densities before and after activation, respectively.
Figure 4,
Figure 5,
Figure 6 and
Figure 7 show the sol content and crosslink density test results. At 207 W and 307 W, sol content and crosslink density do not change. When the power is increased to 540 W, sol content rises slightly after 10 min. At 873 W and 1040 W, sol content increases and crosslink density decreases after 9 and 5 min, with activation temperatures at 191.3 °C and 197.9 °C. These results indicate a temperature threshold for effective microwave activation of the crumb rubber near 190 °C. Below this temperature, microwave energy cannot break the crosslinked network. Above it, sol content increases and crosslink density decreases.
In the Horikx model, sol content is on the x-axis and desulfurization degree is on the y-axis. The solid and dashed lines represent two ideal limiting cases, “main chain scission only” and “crosslink breakage only,” respectively. The fitting results (
Figure 8 and
Figure 9) show that all experimental data points fall between the two limiting curves. This indicates that both main chain scission and crosslink breakage coexist during microwave activation. When the temperature reached 1040 W after 6 m, the data pointed to a shift toward theoretical cut-end cleavage. This indicates a decrease in the selectivity of crosslink cleavage and an increase in main chain cleavage. This suggests that in practical applications, microwave power and activation time must be precisely controlled. The goal is to achieve efficient desulfurization while minimizing main chain cleavage.
The effects resulting from the interaction between microwaves and matter can be classified into thermal and non-thermal effects. The thermal effect of microwaves is known as dielectric heating, in which electromagnetic energy is converted into thermal energy, leading to an increase in temperature. Non-thermal effects refer to specific physical or chemical changes that cannot be explained by a rise in temperature alone. There is ongoing debate within the academic community regarding the existence of non-thermal effects [
25,
26].
To determine whether non-thermal effects occur during the desulfurization of crumb rubber, this study designed experiments comparing different temperature control and irradiation methods. Specifically, a microwave power of 873 W was selected. For the 6 min total microwave treatment, experiments 6-1, 6-2, and 6-3 were conducted with one, two, and three 6 min sessions, respectively. In addition, experimental groups with total durations of 9 min and 12 min were established. The results of sol content measurements for all activated crumb rubber samples are shown in
Figure 10 and
Figure 11, thus revealing the presence or absence of non-thermal effects through chemical structural changes.
The experimental results indicate that the maximum temperature achieved during intermittent microwave irradiation did not exceed 125.4 °C, which is far below the effective desulfurization temperature threshold of 190 °C, and showed virtually no activation effect; in contrast, continuous irradiation raised the temperature to 214.8 °C, resulting in significant activation. The activation effect depends solely on the duration during which the crumb rubber reaches the effective desulfurization temperature. The thermal effect of microwaves is the dominant factor in breaking the crosslinked molecular network of the crumb rubber; non-thermal effects were not confirmed under the experimental conditions of this study, and their influence is considered negligible.
3. Molecular Dynamics Simulation
In this study, a simulation model of the interface between crumb rubber and emulsified asphalt was constructed using Materials Studio 8.0 software. The asphalt model used is the twelve-component molecular model by Li et al. [
19]. This model contains four main components: asphaltenes, saturated fractions, aromatic fractions, and gum. Each component contains 2–5 molecules. The relative proportions of each component are shown in
Table 1.
After constructing the 12-component asphalt molecular model, the COMPASS II force field was assigned to each atom and equilibrium calculations were performed. The results are shown in
Table 2. The density of the equilibrated model stabilized at 1.005 g/cm
3, which is close to the actual density of the base asphalt and falls within the range reported in relevant studies. This indicates that the constructed model is highly representative and can be used for subsequent simulation calculations. The emulsified asphalt model was constructed with an asphalt-to-water ratio of approximately 6:4 using cetyltrimethylammonium chloride (CTAC) as the cationic emulsifier (as shown in
Figure 12).
Figure 13a illustrates the interaction model between dry emulsified asphalt and crumb rubber. Water molecules were filled into the empty spaces of the simulation box, as shown in
Figure 13b, to simulate the interaction between the crumb rubber and the emulsified asphalt in a state where the emulsion has not yet broken.
The crumb rubber model includes three polymers: styrene–butadiene rubber (SBR), natural rubber (NR), and butadiene rubber (BR). SBR is a copolymer composed of four types of monomer units: styrene, 1,4-butadiene, cis-1,4-butadiene, and trans-1,4-butadiene. NR consists of cis-1,4-isoprene monomer units, while BR is made up of cis-1,4-butadiene monomers. After identifying the head and tail atoms of each monomer model, the random copolymer construction method was used to set the monomer connection probability and number of connections.
The monomer ratios within SBR are approximately 25:10:10:55 for styrene:1,4-butadiene:cis-1,4-butadiene:trans-1,4-butadiene, while the overall polymer ratio in the crumb rubber model is about 5:4:1 for SBR:NR:BR.
During the manufacturing of rubber tires, vulcanizing agents are added. These agents enhance the rubber’s resistance to deformation and improve its durability. This process causes crosslinking between different types of rubber molecules and within the same molecules. As a result, sulfur bridges (R-Sx-R bonds) are introduced into the rubber molecules. This simulates vulcanization processes involving single, double, and multiple sulfur bonds. The proportion of sulfur in actual rubber molecules is relatively low (about 1–3%). Real rubber tires contain not only rubber molecules such as SBR and NR but also substances like carbon black. Therefore, the sulfur proportion in the constructed crumb rubber model is slightly higher than in reality. Additionally, to study the effect of the desulfurization degree of crumb rubber on emulsified asphalt performance, the sulfur mass fraction in the crumb rubber model is set to about 10%. In the vulcanized crumb rubber model, the ratio of polysulfide, disulfide, and monosulfide bonds is about 5:3:2.
During microwave activation of crumb rubber, vulcanized crosslinks with lower bond energies break, and the crumb rubber molecular backbone undergoes a certain degree of fragmentation. As the degree of desulfurization increases, models of crumb rubber at different desulfurization stages are constructed (as shown in
Figure 14): first, the low-energy polysulfide bonds and individual carbon-carbon double bonds in the rubber backbone are broken to obtain Desulfurized Crumb Rubber 1, which simulates preliminarily activated crumb rubber (e.g., crumb rubber activated at 1040 W for 4 min); subsequently, all disulfide bonds and a portion of the carbon–carbon double bonds in the rubber main chains are broken to obtain Desulfurized Crumb Rubber 2, simulating activated crumb rubber (e.g., crumb rubber activated at 1040 W for 5 min); finally, a small portion of the monosulfide bonds is retained while the majority of the carbon–carbon double bonds in the rubber main chains are broken to obtain Desulfurized Crumb Rubber 3, simulating over-activated crumb rubber (e.g., crumb rubber activated for 6 min at 1040 W). As the degree of desulfurization increases, the density and bulk modulus of the crumb rubber decrease, while the cohesive energy density continues to increase. The density of the vulcanized crumb rubber is 0.932 g/cm
3, while the densities of Desulfurized Crumb Rubber 1, 2, and 3 are 0.897, 0.880, and 0.854 g/cm
3, respectively.
The difference in solubility can show how well crumb rubber and emulsified asphalt mix; a smaller difference means better mixing. The crumb rubber–emulsified asphalt model was run for 300 ps on the NPT cluster to determine how crumb rubber and asphalt interact. The simulation(as shown in
Figure 15) shows that at the same temperature, vulcanized crumb rubber mixes the worst with asphalt, but this improves as the crumb rubber becomes more desulfurized. The difference in solubility between desulfurized crumb rubber 2 and 3 is less than 3 (J/cm
3)
0.5; under these conditions, the crumb rubber and asphalt mix well. Crumb rubber 2, made with a deeper desulfurization process, mixes well with asphalt, but further desulfurization does not help much. So, when desulfurizing crumb rubber with methods like microwaves, it is important not to use too much power or time. Doing so only wastes energy and reduces the rubber’s elasticity.
Binding energy calculations (as shown in
Figure 16) reveal that at equivalent temperatures and for the same crumb rubber type, the presence of moisture reduces the interfacial bonding strength between crumb rubber and asphalt. In the crumb rubber–emulsified asphalt evaporation residue system, the binding energy initially increases with progressive desulfurization—reaching a maximum for Crumb Rubber 2—before subsequently decreasing. Initially, vulcanized crumb rubber retains its densely crosslinked structure, resulting in poor miscibility and weak interfacial bonding with asphalt. Following moderate desulfurization, as exemplified by Crumb Rubbers 1 and 2, a greater number of sulfur crosslinks are cleaved, liberating longer side chains from the polymer network. These extended chains increase the available contact area and enhance mechanical interlocking with the asphalt matrix, thereby elevating the binding energy. Excessive desulfurization, as observed for Crumb Rubber 3, leads to extensive main chain scission; although a greater proportion of lower-molecular-weight polymer chains are generated, their bonding affinity with asphalt diminishes, resulting in reduced binding energy.
The kinetic diffusion rate of crumb rubber serves as a key parameter governing its molecular interaction with emulsified asphalt, thereby influencing emulsion stability. Molecular dynamics simulations estimate the diffusion coefficient (D) from the linear relationship between mean-squared displacement (MSD) and time, as expressed in Equation (3); a higher D value indicates faster kinetic diffusion. To illustrate, a 100 ps kinetic simulation of an equilibrated crumb rubber–emulsified asphalt system under the NVT ensemble was performed, generating curves that depict the time-dependent MSD and diffusion coefficients of crumb rubber molecules at varying temperatures.
r(t) represents the position vector of the particle at time (t).
Temperature serves as the energy source driving molecular thermal motion within a system. In identical crumb rubber–emulsified asphalt systems, elevated temperatures enable molecules to more readily overcome van der Waals interactions, thereby promoting molecular migration and increasing the diffusion coefficient. However, vulcanized crumb rubber exhibits excellent thermal stability due to its densely crosslinked three-dimensional network, resulting in minimal increases in the diffusion coefficient with rising temperature. In contrast, Desulfurized Crumb Rubber 3, which exhibits the highest degree of desulfurization, demonstrates pronounced temperature sensitivity. When subjected to thermal influence, numerous low-molecular-weight polymer chains undergo vigorous motion, resulting in enhanced fluidity.
The simulation results of the diffusion coefficient are shown in
Figure 17. The growth slopes of the mean-squared displacement (MSD) curves differ significantly across various crumb rubber types. Specifically, the diffusion capacity of crumb rubber increases progressively with the degree of desulfurization: vulcanized crumb rubber < Desulfurized Crumb Rubber 1 < Desulfurized Crumb Rubber 2 < Desulfurized Crumb Rubber 3. This trend is attributable to the microstructural changes induced by desulfurization. Following this process, the internal crosslinked network of crumb rubber disintegrates, liberating long molecular chains with enhanced degrees of freedom. Consequently, the mobility and migration capability of these polymer chains are augmented, facilitating their penetration into the asphalt molecular structure. As a result, the miscibility between crumb rubber and asphalt improves. On a macroscopic level, this enhanced interaction may lead to accelerated demulsification rates of emulsified asphalt when modified with crumb rubber exhibiting higher desulfurization levels.
6. Discussion
The results of the molecular dynamics simulations matched the performance tests. Molecular simulations showed that desulfurization and activation improve crumb rubber’s compatibility and binding energy with emulsified asphalt. Performance tests confirmed that these treatments enhance modification. MD simulations showed that Desulfurized Crumb Rubber 2 had the highest binding energy, whereas crumb rubber 3, with excessive desulfurization, had a lower binding energy due to main chain scission. Performance tests validated these findings: samples activated for 5 min at 1040 W performed optimally, but performance declined after 6 min and dropped sharply at 7 min due to carbonization. Both simulation and experimental results highlight the need to control desulfurization to effectively break crosslinks and preserve the main chain structure; excessive desulfurization leads to main chain scission and carbonization, weakening or eliminating the modification effect.
Molecular dynamics simulations show that desulfurization treatment significantly reduces the solubility parameter difference between crumb rubber and emulsified asphalt; specifically, the solubility parameter difference for Desulfurized Crumb Rubber 2 has fallen below 3 (J/cm3)0.5, indicating good compatibility. At the same time, the deeper the desulfurization, the greater the diffusion coefficient of the crumb rubber in the system and the stronger its molecular mobility. Demulsification tests validated the above simulation predictions. On the one hand, the improved compatibility resulting from the reduced solubility parameter difference led to more uniform dispersion of the crumb rubber, directly reducing the mixing resistance of the system, as evidenced by a decrease in the initial viscosity of the activated crumb rubber; on the other hand, the increased diffusion coefficient promotes rapid penetration of the crumb rubber and interaction with the asphalt, accelerating the flocculation and coalescence of microdroplets, thereby shortening the demulsification stability time from over 7 min for the non-activated sample to 5–6 min and accelerating the demulsification process.
Through experiments and MD simulations, this study confirms that microwave activation of crumb rubber can improve its compatibility and adhesion with emulsified asphalt, thereby enhancing the performance of crumb rubber–emulsified asphalt blends and mitigating the slowed demulsification caused by crumb rubber.
7. Conclusions
This study employed microwave activation technology to desulfurize and activate waste crumb rubber. By integrating experimental research, molecular dynamics simulations, and solid–liquid separation methods, we systematically investigated the mechanisms by which the activation of crumb rubber affects cold-mix emulsified asphalt systems. The main conclusions are as follows:
(1) Microwave activation of crumb rubber exhibits an effective temperature threshold of approximately 190 °C. The thermal effect of microwaves is the dominant factor in the breakdown of the molecular crosslinking network of crumb rubber; the non-thermal effect could not be confirmed under the experimental conditions of this study, and its influence is considered negligible.
(2) Moderate desulfurization reduces the solubility parameter difference between crumb rubber and asphalt, increases interfacial binding energy, and enhances the diffusion coefficient; however, excessive desulfurization treatment causes the binding energy to decrease instead.
(3) The performance-enhancing effect of activated crumb rubber on crumb rubber–emulsified asphalt blends was verified through solid–liquid separation methods and performance tests. An optimal microwave activation protocol was proposed: 4 min at 1040 W, followed by 2 min at 873 W, which reduces energy consumption while achieving the best modification results.
(4) Activation of crumb rubber accelerates the demulsification process of emulsified asphalt. Molecular dynamics simulations indicate that the greater the degree of desulfurization, the higher the diffusion coefficient of the crumb rubber in the emulsified asphalt; this aligns with observations from demulsification tests showing that the demulsification rate increases in activated crumb rubber systems.
This study elucidates the microscopic mechanisms and macroscopic effects of microwave activation of crumb rubber in improving the properties of crumb rubber–emulsified asphalt blends, providing a theoretical basis and technical support for the development of high-performance cold-mix crumb-rubber-modified asphalt mixtures. Future research may further explore the long-term impact of crumb rubber activation on the in-service performance of mixtures, as well as engineering application techniques for the activation process.