1. Introduction
Water use is essential for mining operations, as it enables the efficient extraction of valuable minerals. However, in arid regions where this resource is limited, the mining industry is forced to implement strategies aimed at its recovery, replacement, and reuse [
1], promoting sustainability and environmental responsibility along with improved operational efficiency.
Water recovery in mining is primarily achieved through tailings thickening stages, where the tailings from the froth flotation process are treated. In this operation, the tailings are mixed with high-molecular-weight flocculants that adhere to the particles through various mechanisms, such as electrostatic patching, charge neutralization, and/or polymeric bridges, generating aggregates that settle rapidly. This process produces an overflow of clarified water, which is reusable in upstream processes, and a thickened sludge at the bottom, which is transported to tailings storage facilities (TSFs) [
2].
The compressive yield strength is a key parameter for understanding and optimizing tailings sedimentation and disposal processes, which describes a sediment’s ability to withstand external loads before undergoing significant consolidation. This parameter is critical in tailings management, as understanding it allows for improved water recovery efficiency, optimized sediment behavior in thickeners, and guaranteed physical stability in storage tanks. As the compressive stress increases, sediment compaction becomes more difficult, leading to greater water retention in its internal structure. Conversely, low values favor the expulsion of interstitial water, thus facilitating more efficient consolidation. This consolidation phenomenon is directly related to greater water recovery through its release from within the slurry.
Understanding and controlling this parameter also allows for precise adjustments in the dosage of reagents, such as flocculants or rheology modifiers. Properly regulating reagent management can improve the structure of the formed sediment, increase the efficiency of the thickening process, and reduce the amount of water retained in the sludge [
3,
4,
5,
6]. Furthermore, compressive yield stress plays a crucial role in the geotechnical stability of tailings dams. Properly compacted sediment generates lower pore pressures and reduces water mobility within the dam, which helps to strengthen the structural integrity of retaining walls and mitigate risks such as liquefaction or tailings slides [
7,
8,
9,
10].
In physicochemical terms, the compressibility of sediments also depends on the composition of the process water. Cases of special interest are the corresponding studies in waters of low metallurgical quality or high ion concentrations. For example, Nasser and James [
11] analyzed the compressive yield strength of kaolin sediments by varying the sodium chloride (NaCl) concentration and the pH. Their results indicated that increased salinity generates higher compressibility at lower compressive yield strength due to the face-to-face interactions of kaolin. Nieto et al. [
12] corroborated this effect in saline media and seawater. In the case of quartz suspensions, Zhou et al. [
13] found that the charge density of three cationic flocculant polymers and the NaCl concentration significantly modify the compressive yield strength, affecting the sediment structure. At a charge density of 10%, an increase in NaCl concentration increases the yield strength due to a greater compressive bridging force of the electrical double layer. In contrast, at a charge density of 100%, increasing NaCl reduces the compressive yield strength due to the reduced attraction of polymer patches. In comparison, no significant changes were observed at a charge density of 40%.
Nasser and James [
14] studied the effects of the charge, density, and molecular weight of polyacrylamide on the compressibility of kaolin suspension pulps. The sediments showed greater consolidation with lower compressive yield stress in the presence of high-molecular-weight anionic polyacrylamides with low charge density. Recent studies have also shown that increasing the dosage of a high-molecular-weight flocculant, hydrolyzed polyacrylamide (HPAM), decreases the compressibility of quartz/kaolin pulps in the presence of seawater [
15]. Other researchers have shown that the presence of low-molecular-weight polymers can improve consolidation, as is the case with Leong [
16], who added high- and low-molecular-weight polyacrylic acid (PAA) (2000 and 750,000, respectively) to zirconium dioxide (ZrO
2) pulp. Their results showed that low-molecular-weight PAA improved sediment consolidation because the polymer chains decreased the strength of the individual networks.
Some studies have analyzed the effects of NaPA on the rheological properties of clayey tailings concentrated in saline media [
17,
18]. The long and flexible chain structure allows it to wrap and surround the solid particles, which prevents them from agglomerating and settling. Robles et al. [
18] analyzed the effects of NaPA on the rheological properties of kaolin pulps concentrated in seawater. The results indicated that the adsorption of the polymer on the surface of the particles improved their dispersion and significantly reduced the rheological parameters of yield stress, viscoelastic moduli, and viscosity. Jeldres et al. [
17] studied the dispersion of quartz/kaolin and quartz/montmorillonite clayey tailings in seawater using NaPA. Their results indicate a decrease in the yield stress with an increase in the NaPA dosage due to steric—electrostatic repulsion of the clay particles. This is also evidenced by the negative zeta potential increase and fines shown in the particle size distribution obtained by FBRM (Focused Beam Reflectance Measurement). Recently, Ramos et al. [
19] evaluated the aggregation and dispersion mechanisms of synthetic quartz/kaolin pulps in the presence of calcium and magnesium ions at pH 8 and their interactions with NaPA. All the tailings showed lower yield stress in the presence of NaPA. In addition, there was also an increase in the yield stress in the presence of calcium ions due to the hydration characteristics of this ion, which promotes stronger bonds between particles.
Colloidal stability, chemical interactions, and rheology are properties affected by the presence of Ca
2+ and Mg
2+ cations in clayey tailings. These cations compress the electric double layer more effectively than monovalent cations such as Na
+, resulting in a more pronounced reduction in the zeta potential and a decrease in electrostatic repulsion between particles, promoting aggregation [
20,
21,
22,
23,
24]. In seawater, Mg
2+ tends to form Mg(OH)
2 precipitates at alkaline pH, impairing operational performance in stages such as flotation and thickening [
25,
26]. Ca
2+ cations induce greater yield stress in quartz/kaolin mineral suspensions than Mg
2+ cations due to their lower solvation and higher adsorption on these minerals [
19].
There is growing interest in exploring the performance of NaPA in modifying the rheological and compressive properties of clayey tailings in fluid media containing calcium and magnesium ions. Several investigations have addressed the compressive behavior of mineral slurries by considering variations in water hardness [
11,
12,
13,
15] and using flocculant reagents with variations in charge, molecular weight, and charge density [
14,
16]. In addition, the effects of dispersing reagents such as sodium pyrophosphate [
27] and NaPA [
17,
18,
19] on the rheological properties of clayey tailings in hard water have been studied.
In this context, the present research focuses on a comprehensive analysis of rheological properties, including viscoelasticity, zeta potential and compressibility, to evaluate the behavior of NaPA in clayey tailings with intensely hydrated cations such as Ca
2+ and Mg
2+, which act as structure-forming ions in water [
28,
29] and are commonly present in industrial waters. This research seeks to study the compressibility of kaolin clayey tailings in the presence of NaPA, considering the water hardness and clay composition of the tailings. The results suggest a promising scenario for optimizing water recovery in the mining industry, especially in arid regions where this water resource is scarce and seawater is used in their operations.
3. Results and Discussion
This section presents and analyzes the results obtained to evaluate the effects of NaPA on the physicochemical and mechanical properties of clayey tailings in the presence of different divalent cations (Ca2+ and Mg2+). The changes in zeta potential, rheological behavior (yield strength and viscoelasticity), and compressibility of the suspensions are addressed, considering different proportions of kaolin and quartz and the influence on water quality. The results are presented by test type for a clear and comparative interpretation of the effect of each variable on the system.
3.1. Zeta Potential
The role of electrostatic forces in the aggregation/dispersion modes of kaolin and quartz suspensions was analyzed under the influence of different water qualities (CaCl
2 and MgCl
2) in the absence and presence of NaPA (100 g/t) at pH 8. This is achieved by studying the zeta potential.
Figure 5 shows a more negative zeta potential in the presence of MgCl
2 for both minerals. For cations with the same valency, such as Ca
2+ and Mg
2+, the difference in zeta potential is explained by the ionic hydration radius (9.6 Å for Ca and 10.8 Å for Mg). The larger the radius, the thicker and more diffuse a Stern layer generated on the kaolin and quartz minerals’ surface, which preferentially adsorbs cations with higher hydration [
36,
37].
The addition of NaPA increased the negative zeta potential of the particles for both water qualities due to the appearance of negative charges generated by the polymer’s carboxyl groups when ionized in aqueous solution. At pH 8, the hydroxyl ions interact with the ionized carboxyl ions of the polymer, generating a greater number of negative charges on the particle surface, which is reflected in the increased negative zeta potential.
3.2. Rheology
Figure 6 shows the rheograms of slurries with 60 wt% solids, considering the variation in quartz/kaolin ratios (70/30 and 90/10) in 0.01 M CaCl
2 and MgCl
2 solutions with and without NaPA at pH 8. The solid lines represent the Herschel–Bulkley values, and the colored symbols represent the experimental data.
Table 2 and
Table 3 show the yield strength, consistency index, and flow index values obtained with the Herschel–Bulkley model for all the tests performed. The experiments indicate that NaPA decreases the yield strength regardless of the water hardness and the quartz/kaolin component ratio due to the particle dispersion effect explained in
Section 3.1.
Higher yield strengths were observed in the presence of CaCl
2 solutions (see
Table 1 and
Table 2). The influence of ions on the structure of water can be understood as their impact on hydrogen bonds since they can increase or decrease the strength of these bonds. Due to their ability to induce water structuring, Ca
2+ and Mg
2+ ions are classified as kosmotropic ions or water structure builders. The size of the ion also plays a relevant role; larger ions such as Ca
2+ have a greater affinity with kaolin and quartz particles and therefore tend to have low deformation [
38], while Mg
2+ ions form interparticle networks of lower resistance and are more deformable.
A greater proportion of kaolinite in the suspensions presented higher yield stress values. This behavior is attributed to the laminar morphology, particle size, and heterogeneous charges on the surface that increase the surface area of the solid particles, causing weak inter-particle networks and decreasing the rheological parameters. Several authors have analyzed the rheological behavior of clayey sludges; their results revealed pseudoplastic non-Newtonian rheological behaviors and higher rheological parameters with the increase of clayey solids in the suspension [
27,
39].
3.3. Viscoelasticity
Figure 7 shows the results of the oscillatory rheological analysis performed on quartz/kaolin suspensions (90/10 and 70/30 ratios) in 0.01 M CaCl
2 and MgCl
2 solutions, both in the absence and presence of NaPA at pH 8. These tests were performed under frequency sweep conditions in the linear viscoelastic regime, applying a constant strain of 0.1%, as described in the methodology section.
Oscillatory analysis characterizes the mechanical behavior of the pulps under small deformations, evaluating their internal structure without significantly altering it. The results are expressed through viscoelastic moduli: G’, which represents the stored energy and is associated with elastic behavior, and G″, which reflects the energy dissipated as heat and is related to the viscous component. In all cases, G’ was greater than G″, indicating that the suspensions exhibited gel-like behavior, where elastic characteristics predominated over viscous ones.
Regarding the observed effects, the addition of NaPA (see
Figure 7b,d) caused a decrease in both viscoelastic moduli, which is consistent with its dispersing action, which weakens the pulp structure. Furthermore, both salts (MgCl
2 and CaCl
2) exhibited higher G’ and G″ moduli with a higher proportion of kaolin. This can be attributed to the plate-shaped laminar morphology, high surface area, and water retention capacity, which favor the formation of a denser and more cohesive structural network between particles. These characteristics intensify interparticle interactions, both physically and electrostatically, resulting in suspensions with greater stiffness and elastic energy storage capacity, reflected in higher G’ and G″ values. The strength of the particles in the presence of NaPA, MgCl
2, and CaCl
2 solutions is represented by the phase angle (δ) between the applied stress and the strain. This can be inferred from the relationship between G″ and G’ given by Equation (5).
Low values of δ imply predominantly elastic (solid-like) behavior, while high values reflect more viscous (liquid-like) behavior. It should be noted that δ represents the ratio of G′ to G″ during oscillatory deformation and therefore does not correlate linearly with steady-state flow. However, when analyzing the effect of an additive such as a dispersant, δ can provide valuable information about which structural component of the system—elastic or viscous—is most affected.
The results from oscillatory rheological tests (
Figure 8) allow us to infer significant structural modifications in the suspension upon incorporating the NaPA dispersant. The simultaneous reduction in G′ and G″ in the presence of the additive suggests a loss of stiffness and internal cohesion of the system, attributable to the disintegration of agglomerated structures or interparticle networks previously present in the absence of additives. It is particularly noteworthy that the decrease in G″ was more pronounced than that in G′, which was reflected in a reduction in δ across the frequency range evaluated. This behavior, initially counterintuitive from a classical interpretation of δ as an indicator of “fluidity”, indicates that the dispersant impacts the system’s energy dissipation more severely than its storage mechanisms. From a structural perspective, this could be interpreted as a redistribution of interactions between particles, in which the forces acting in situations of relative motion (friction and internal collisions) are weakened more than those responsible for elastic behavior under small deformations.
In this context, the decrease in δ should not be taken as evidence of a more solid structure but rather as an indication that the system has undergone an internal reconfiguration, maintaining a relatively greater proportion of weak elastic behavior compared to viscous behavior, but on a more general basis. The suspension no longer exhibits the same structural integrity, despite the parameter δ suggesting greater “relative elasticity”. This highlights the need to interpret viscoelastic parameters in an integrated manner, considering their absolute value and joint evolution.
3.4. Compressibility
One of the crucial parameters for analyzing the sediment behavior of flocculated suspensions under consolidation is P
y(Φ). This limit also provides relevant information on the variation in sediment compressibility due to variations in parameters such as particle size distribution, the presence and dosage of chemical reagents such as coagulants and flocculants, water hardness, and variations in the percentage of clays, among others. This stress provides information on the strength of the interparticle bonds when the sediment is subjected to compressive external forces. Consequently, as the value of this parameter increases, the system tends to consolidate less and retain more water. This study explores the relationship between Py(Φ) and the solid volume fraction of quartz/kaolin pulp sediment (Φ), varying the water hardness (CaCl
2 and MgCl
2) and the quartz/kaolin ratio (70/30 and 90/10) in the absence and presence of NaPA, following the preparation described in
Section 2.3. The experiments were carried out at a solids concentration of 12% by weight and a pH of 8.
The data obtained in
Figure 9 and
Figure 10 suggest a power law
, where
is the compressive creep effort, φ is the volumetric fraction of solids,
is a constant of proportionality that indicates how low or how large it is
, and
represents the shape of the curve (the higher N, the more abrupt the change in
).
Table 4 shows the values obtained from the C and N of the quartz/kaolin suspensions with varying water qualities and quartz/kaolin proportions in the absence and presence of NaPA (0 and 100 g/t). It is observed that
presents a strong dependence on the indicated variables. To understand the effect and impact of these variables, it is necessary to understand what this parameter depends intrinsically on and its relationship with the internal physical, microstructural, and hydraulic properties of the pulp. The compressive creep stress responds to the balance between the structural forces that support the integrity of the pulp, along with the ease/difficulty with which the liquid can escape under the action of a load or effort. In this sense, systems with high internal cohesion, low permeability, and a high degree of packaging lead to greater compressive creep.
In this context, it is observed that the capacity to consolidate the pulp prepared in both brine types (
Figure 9a,b) increased in the presence of NaPA. This occurs because the reagent is a dispersant that weakens the structure of the pulp. This led to greater ease of collapse of the pulp. However, it is important to consider that reagents of this nature also reduce particle agglomeration, which could minimize the internal permeability and hydraulic connectivity between the internal pores of particle networks. However, it is not the dominant effect in this case, as it is when the proportion of clay in the system increases. This can be seen when comparing pulps with 10% vs. pulps with 30% clays. It is observed that the increase in phyllosilicates leads to greater values of compressive effort, which could be linked to the runoff capacity of water inside the pulp. Increasing the proportion of fine particles reduces the effective internal permeability, and the liquid cannot escape the system. It is also necessary to consider that clay particles have an irregular and lamellar structure, leading to a greater blockade of channels that connect internal pores, making water release more difficult.
Until now, the impact of salt on consolidation processes has only been studied by a few research groups. For example, Naser and James [
11] explored the consolidation of kaolin by varying the NaCl concentration. His findings revealed that, at high salt concentrations, the sediments were more compact and had a low compressive yield stress, P
y(Φ). This same effect was observed by Nieto et al. [
12], who increased the salinity of kaolin pulps (from 0.01 m NaCl to seawater). However, studies have not yet been carried out that independently compare salts of Ca and Mg.
Figure 10 shows that for both proportions of quartz/kaolin and both in the absence and presence of NAPA, the sediments show greater compactness when using MgCl
2 instead of CaCl
2. This can be explained by considering the size of the ions: Mg
2+ ions have a higher hydration radius than Ca
2+ ions.
This difference in the hydration radius between Mg2+ (10.8 Å) and Ca2+ (9.6 Å) directly affects the structure of the double electric layer and the interactions between particles. The Mg2+ ions, which are strongly hydrated, tend to stay further from the surface of the colloidal particles, generating a more diffuse layer of Stern and favoring the configurations in which weak or repulsive electrostatic interactions predominate. This allows particles to be reorganized more easily, forming more open and permeable networks that facilitate sediment consolidation and interstitial water expulsion. On the other hand, the Ca2+ ions, which have the lowest hydration radius, can move closer to the surface of the particles and promote ion-bridge interactions or load neutralization, which leads to dense, rigid, and less deformable structural networks. This greater internal cohesion hinders water migration through sediment during compression, resulting in a greater Py(Φ). Therefore, the type of ion modifies the superficial affinity and regulates the microstructure of the sediment and its mechanical response against external efforts.
4. Conclusions
The effects of NaPA on the rheological and compressive properties of clay tailings were studied by analyzing different concentrations of kaolin and water hardness (CaCl2 and MgCl2). The following conclusions are drawn:
NAPA acted as an efficient rheological modifier for clay tailings in hard water, significantly reducing the rheological parameters (creep stress and viscoelastic moduli) and improving the sediment’s compressibility. This effect is attributed to its highly ionizable anionic structure, which generates steric and electrostatic repulsion between particles, promoting dispersed and easily consolidable structures. The yield stress decreased from 14.12 to 8.57 Pa in CaCl2 and 13.70 to 5.45 Pa in MgCl2 for the quartz/kaolin 90/10 mixture. For the quartz/kaolin 70/30 mixture, the yield stress decreased from 70.4 to 61.64 Pa in CaCl2 and from 57.51 to 52.95 Pa in MgCl2.
Water quality, particularly divalent cations such as Ca2+ and Mg2+, determines mineral pulps’ rheological and compressive behavior. The suspensions with Mg2+ showed greater compressibility than those with Ca2+ due to their highest hydration radius, which originates from networks of weaker and permeable particles, facilitating water release.
The proportion of kaolin in the mixture directly affects the system’s response, observing that a greater fraction of kaolin increases the creep effort and reduces the compressibility of the sediment. This effect is related to the laminar morphology, colloidal size, and high surface area of kaolin, which generate more compact structures and deformation resistance.
Zeta potential measurements showed that adding NaPA significantly increased the negative charge on the surface of the quartz and kaolin particles in both the CaCl2 and MgCl2 solutions. Specifically, in the presence of MgCl2, the zeta potential shifted from −10.7 mV to −19.2 mV for quartz and from −8.6 mV to −16.3 mV for kaolin. This increase in negative zeta potential reflects enhanced electrostatic repulsion between particles, promoting better dispersion and reduced aggregation.