1. Introduction
Due to the depletion of high-grade gold deposits, low-grade gold-bearing ores with a high content of clay minerals are increasingly involved in mineral processing. However, their processing is associated with numerous challenges caused by their fine-grained, layered structure and the anisotropic surface charge of clay minerals. In [
1], a lignosulfonate-based biopolymer (DP-1777) was applied to mitigate the adverse effects of clay minerals on the flotation of gold-bearing ores with high clay content. It was demonstrated that DP-1777 improved both gold grade and recovery by reducing mechanical entrainment and pulp viscosity.
The flotation recovery of finely disseminated gold associated with sulfides and quartz does not exceed 60%–80%, and in some cases is limited to 30%–40%, despite extensive studies aimed at enhancing gold extraction efficiency and developing advanced beneficiation technologies [
2]. The improvement of flotation efficiency for refractory gold-bearing ore and technogenic raw materials can be achieved through the implementation of novel technological flowsheets and flotation regimes that minimize gold losses, particularly in fine size fractions [
3].
Studies [
4,
5] have demonstrated that the use of reagent combinations provides higher gold recovery compared with the application of butyl xanthate alone. A new set of collectors was tested to improve gold recovery and reduce the dosage of potassium amyl xanthate by replacing the existing promoter (AERO
®238) with a new reagent designated AEROMAXGOLD™900 [
6]. In [
7], an amphiphilic polymer, polyethylene glycol, was employed as a polymeric surfactant for the flotation of Au(III), resulting in selective and rapid gold recovery. The results demonstrated high separation efficiency and improved flotation kinetics. In [
8,
9], the effect of triethylenetetramine and the staged addition of isobutyl xanthate during copper–gold flotation with pyrrhotite depression was investigated. The staged addition of the collector promoted the formation of a more stable xanthate/dixanthogen layer and increased gold recovery. Study [
10] examined the influence of particle size on flotation efficiency during the separation of copper, gold, and lead using potassium dichromate and sodium diethyldithiocarbamate. The most suitable fraction for gold enrichment in the copper concentrate was −58 + 20 µm, whereas the coarser fraction −100 + 74 µm was found to be ineffective for the selective recovery of gold.
A large-scale industrial case study [
11] integrated mineral processing techniques from laboratory to industrial scale to optimize the flotation characteristics of Au–Te ore using Aerophine as a collector. The combination of Aerophine and xanthate significantly improved the recovery of gold, silver, and tellurium under industrial conditions.
Gold flotation remains challenging because gold-bearing ores are often refractory and finely disseminated. Low recovery and poor flotation kinetics of fine particles are primarily attributed to the low frequency of particle–bubble collisions, while increased entrainment of fine gangue particles reduces concentrate grade. In [
12], two pilot-scale Imhoflot™ G-14 cells with tangential feed into a 1.4 m diameter separator were investigated. Bubble size measurements indicated that the pneumatic Imhoflot™ system generates extremely fine bubbles (<100 µm), thereby increasing the collision frequency between mineral particles and air bubbles.
One of the most promising approaches for recovering finely disseminated sulfide-associated gold is the use of flotation reagents in microemulsion form [
13,
14,
15,
16,
17]. Previous studies have demonstrated that the application of microemulsified composite flotation reagents enhances the recovery of gold and copper from technogenic raw materials by 3%–5%.
The challenges associated with gold flotation, the presence of finely dispersed particles, and the necessity for fine grinding motivated the present study. The aim of this work is to investigate the effect of flotation reagents in the form of emulsion microbubbles on the flotation of gold-bearing ore and technogenic materials, focusing on improving the recovery of fine size fractions smaller than 30 μm. In addition, this study aims to identify methods for minimizing gold losses in flotation tailings, which is of considerable significance for processing precious metal ores. The application of flotation reagents in the form of emulsion microbubbles enables more effective separation of gold-bearing sulfides (e.g., pyrite) from gangue minerals, enhancing selectivity. The research objectives included the investigation of flotation kinetics, and the selection, and optimization of the main flotation process parameters.
3. Results and Discussion
3.1. Flotation Kinetics of Gold-Bearing Ore
Laboratory flotation kinetics tests of gold-bearing ore were conducted under baseline reagent conditions and with the WAMG. The flotation kinetic experiments were conducted in triplicate, and the deviations in the final concentrate Au grade and recovery were both within 3%, indicating good experimental repeatability and data reliability.
Figure 7 presents the dependences of cumulative concentrate yield, cumulative gold recovery, and gold grade in tailings on flotation time.
The flotation kinetics data indicate that the application of the WAMG significantly accelerates the flotation process, increasing gold recovery and reducing gold losses in tailings. With dispersed DBDTP supplied through the WAMG, a concentrate containing 32.93 g/t Au at a recovery of 79.33% was obtained after only 4 min. of flotation. Under baseline conditions, a concentrate containing 34.60 g/t Au at a recovery of 78.87% was obtained only after 7 min. Moreover, the application of the WAMG reduced gold content in flotation tailings from 0.70 to 0.50 g/t.
For the quantitative description of flotation kinetics, the classical first-order model [
20] was employed, which is expressed by the following equation:
where
The experimental data were fitted using the least-squares method implemented in Origin Pro 2024 software, and the corresponding kinetic parameters: the values of the rate constant (
k), ultimate recovery (
), and coefficient of determination (R
2) are presented in
Table 5.
The applicability of the first-order model is confirmed by high coefficients of determination (R
2 > 0.98), indicating good agreement between the experimental data and the model. The rate constant (k) characterizes the flotation kinetics, and its increase from 0.77 to 1.07 min
−1 indicates an intensification of particle–bubble interaction and mass transfer processes under WAMG conditions. The increase in the ultimate recovery (R∞) from 78.63% to 84.79% demonstrates an improvement in overall flotation efficiency. The use of the first-order model is consistent with literature reports, according to which the kinetics of sulfide mineral flotation can be adequately described by this model [
21,
22,
23].
3.2. Flotation Tests of Gold-Bearing Ore in a Closed Circuit
Flotation experiments were performed in a closed circuit under baseline conditions and with the application of the WAMG. The flotation flowsheet included rougher flotation, scavenger flotation, and two stages of concentrate cleaning (
Figure 8). SAX, DBDTP, and T-92 were added to both the rougher and scavenger stages.
The results of optimal closed-circuit flotation tests are summarized in
Table 6.
The supply of a dispersed DBDTP through the WAMG increased gold recovery from 76.56% to 81.21% and reduced gold content in tailings by 0.17 g/t.
To assess the influence of WAMG on fine gold recovery, particle size distribution of flotation tailings was conducted (
Table 7).
The results demonstrate that the application of the WAMG significantly improves the flotation of fine gold-bearing particles smaller than 25 μm. Under baseline conditions, 37.51% of gold in tailings is distributed in the −25 μm fraction at a grade of 0.98 g/t. With dispersed reagent application, this decreases to 28.29% at a grade of 0.62 g/t, representing a reduction of 9.22%.
3.3. Kinetic Flotation Experiments on Aged Tailings
The flotation kinetics of aged tailings were investigated according to the flowsheet shown in
Figure 4 under the following conditions: rougher flotation—five stages of 2 min each; scavenger flotation—five stages of 2 min each. Reagent consumption in the rougher cycle was 20 g/t SAX, 5 g/t DBDTP, and 10 g/t frother T-92. In the scavenger cycle, reagent dosages were 10 g/t SAX, 2.5 g/t DBDTP, and 5 g/t T-92.
Figure 9 shows the dependence of cumulative concentrate yield, cumulative gold recovery, and gold grade in tailings on flotation time under the baseline regime and with the application of a WAMG.
For the quantitative description of the flotation kinetics of aged tailings, the classical first-order model described earlier in
Section 3.1 was employed. The experimental data were fitted using the least-squares method implemented in Origin Pro software. The solid lines in
Figure 9a represent the model fits to the experimental data, and the calculated kinetic parameters are presented in
Table 8.
The obtained results demonstrate that the application of WAMG significantly accelerates the flotation process. The flotation rate constant k increases from 0.25 to 0.46 min−1, indicating a substantial intensification of the process kinetics. At the same time, the calculated ultimate recovery R∞ is 93.66% for the baseline regime and 91.89% when using WAMG. Despite the slightly lower ultimate recovery in the WAMG system, the higher process rate ensures the attainment of higher recovery values at the early stages of flotation.
The flotation kinetics data presented in
Figure 9 show that when a flotation reagent emulsion produced via the high-pressure microemulsion process was used, a concentrate containing 6.8 g/t of gold was obtained with a recovery rate of 69.92%. The use of the high-pressure microemulsion allows for a reduction in the flotation front (accelerating the process), an increase in gold recovery in the concentrate by 1.95%, and a decrease in the gold content in the tailings from 0.15 to 0.10 g/t.
3.4. Closed-Circuit Flotation Tests of Aged Tailings
Flotation tests of gold-bearing tailings using a WAMG were conducted in a closed-circuit including regrinding of the initial tailings to 95% passing −74 μm, rougher flotation, scavenger flotation, and two stages of concentrate cleaning. The results were compared with the baseline conditions (
Table 9).
The initial tailings exhibited a particle size of 88.0% passing −74 μm. Regrinding was performed in a laboratory ball mill. In the rougher flotation stage, 40 g/t SAX, 5 g/t DBDTP, and 10 g/t T-92were employed, while10 g/t SAX, 2.5 g/t DBDTP, and 5 g/t T-92were used in the scavenger stage.
Under baseline conditions, a gold-bearing concentrate containing 6.9 g/t Au was obtained at a recovery of 58.57%. With the application of the WAMG, the concentrate contained 6.8 g/t Au at a recovery of 64.45%. Compared with the baseline, the use of WAMG increased gold recovery by 5.88% while maintaining concentrate grade.
3.5. Surface Tension
The flotation activity of gold and gold-bearing sulfide minerals depends on their origin and technological characteristics. Particle size, grain morphology, and the surface chemical composition of gold and sulfide minerals are among the most significant factors influencing flotation performance [
24,
25,
26]. Increasing the dispersion of sulfhydryl collector solutions and the use of surfactant additives and various modifiers can, in many cases, produce positive technological effects [
27].
DBDTP acts as both a collector and a frother [
28]. The stability of the microemulsion depends primarily on the physico-chemical properties of the flotation reagent, particularly its surface tension. Compared with frother T-92, DBDTP solutions exhibit lower surface tension (
Figure 10).
It was demonstrated that across the entire investigated concentration range, the DBDTP solution exhibits lower surface tension values compared to the T-92 reagent. At a concentration of 2.5 mg/L, the surface tension of the T-92 solution is 60.2 mN/m, whereas that of the DBDTP solution is 46.1 mN/m. At 5 mg/L, the corresponding values are 55.1 and 45.2 mN/m, and at 25 mg/L, they are 48.4 and 42.4 mN/m, respectively. The lower surface tension indicates a higher surface activity of DBDTP, facilitating air dispersion and the formation of finer bubbles [
29].
3.6. Zeta Potential
Gold is most often associated with sulfides, particularly with pyrite. The dependence of the zeta potential of gold-modified pyrite on pH is presented in
Figure 11.
It was found that the untreated pyrite (Au-modified) exhibits a gradual decrease in zeta potential with increasing pH, with the isoelectric point observed at approximately pH 4.0. A similar behavior for ultrafine chalcopyrite has been reported [
30].
After treatment with DBDTP in the form of an emulsion microbubble system generated using a water–air microemulsion generator (WAMG), a significant shift in the zeta potential toward more negative values is observed across the entire investigated pH range. For example, at pH 6, the ζ-potential changes from −5 mV to −20 mV, while at pH 10 it shifts from −25 mV to −33 mV. This shift indicates the adsorption of anionic dithiophosphate species on the mineral surface, leading to a modification of the electrical double layer structure. It suggests the formation of surface complexes and an increase in the negative surface charge density.
When comparing different methods of reagent introduction, it was found that the use of DBDTP in the form of a conventional aqueous solution leads to a moderate decrease in zeta potential values, whereas the application of DBDTP as an emulsion microbubble system generated using a water–air microemulsion generator (WAMG) results in a more pronounced shift in the ζ-potential toward the negative region across the entire investigated pH range.
In particular, at identical pH values, the zeta potential values in the presence of the WAMG-based system are lower than those obtained with the conventional reagent form, indicating enhanced adsorption and more intensive interaction between the reagent and the mineral surface.
This effect is attributed to the increased dispersion of the reagent in the form of emulsion microbubbles, which leads to a larger interfacial area and a higher number of active adsorption sites. In addition, microbubble formation increases the local concentration of the reagent near the mineral surface and enhances the probability of particle–bubble interactions.
3.7. FTIR Interpretation
FTIR spectra of gold-modified pyrite before and after treatment with DBDTP are presented in
Figure 12. Analysis of the spectra reveals significant changes in the chemical state of the mineral surface following interaction with the reagent.
The spectrum of the untreated gold-modified pyrite sample shows no pronounced bands characteristic of organic functional groups, indicating the predominantly inorganic nature of the mineral surface. After treatment with DBDTP, new absorption bands appear, indicating the adsorption of organic species on the mineral surface. The band at 3360 cm−1 corresponds to O–H stretching vibrations and may be associated with adsorbed water or surface hydroxyl groups. The bands at 1711 and 1638 cm−1 can be attributed to C=O stretching vibrations and H–O–H bending vibrations, respectively, suggesting the possible involvement of surface oxidized species or adsorbed water molecules. The band at 1722 cm−1 is not characteristic of dithiophosphate compounds. In the present work, it is interpreted as arising from secondary surface processes, such as partial oxidation under aeration conditions and WAMG treatment, as well as the presence of adsorbed organic species containing carbonyl groups. In addition, a contribution from carbonate-containing surface species may be possible due to the use of sodium carbonate as a pH regulator, which can lead to overlapping absorption bands in this spectral region.
In the 1482–1295 cm
−1 region, bands characteristic of P–O–C and C–O vibrations are observed, indicating the presence of the organic component of dithiophosphate [
31].
The most important features are the bands at 1159 and 947 cm
−1, which correspond to P=S and P–S stretching vibrations, respectively [
32,
33]. The appearance of these bands provides direct evidence of the presence of dithiophosphate groups on the mineral surface. Notably, these bands are absent in the untreated sample, confirming that the observed changes are specifically due to the interaction of the reagent with the pyrite surface.
Based on the obtained results, it can be assumed that the interaction of DBDTP with the surface of gold-modified pyrite is chemical in nature and proceeds via coordination bonding of dithiophosphate anions with surface active sites, including iron and gold ions. The formation of such surface complexes is accompanied by the attachment of hydrophobic organic moieties, leading to an increase in the hydrophobicity of the mineral surface.
3.8. FTIR Redox State of DBDTP in the WAMG System
The data presented in
Table 10 demonstrate that the treatment method of DBDTP solution has a significant effect on the redox potential of the system.
In the case of air bubbling, a gradual increase in ORP from 75 to 130 mV is observed with increasing treatment time, indicating the occurrence of oxidation processes in the system. This is consistent with the general understanding of the effect of oxygen on thiophosphate compounds, which are known to undergo gradual oxidative transformation.
In contrast, when the solution is treated in the WAMG system, a decrease in ORP to 54 mV is observed despite the presence of a gaseous phase. This behavior suggests that more complex processes take place in the system, associated with intense dispersion, formation of microbubbles and microemulsion structures, as well as redistribution of components between phases.
It may be assumed that under WAMG conditions, changes occur in the physicochemical state of DBDTP, including possible transformation of its active forms and an increase in their reactivity. The observed decrease in ORP may be related to the formation of more stable or less oxidized species of the reagent, as well as to altered interfacial interaction conditions.
The physico-chemical form of the reagent can be regulated through surface-active additives. Supplying DBDTP in emulsion microbubbles form promotes its effective attachment to hydrophobized areas of mineral surfaces, ensuring higher surface coverage density and improved flotation performance. The emulsion microbubbles form enhances reagent distribution and penetration to the surfaces of fine gold particles, thereby improving their floatability. Additionally, emulsion microbubbles composed of fine bubbles increase the frequency of particle–bubble collisions [
12,
34,
35,
36,
37,
38].
The improved flotation performance of gold-bearing raw materials is attributed, first, to the stronger adsorption of xanthate–dithiophosphate mixtures on gold particles, including plate-like grains [
11,
39,
40]. Second, sodium amyl xanthate, similar to potassium amyl xanthate (KAX), retains high collecting ability for gold even in alkaline media up to pH 11.8 and is considered one of the most effective collectors for free gold [
41,
42]. Third, the delivery of dithiophosphate in emulsion microbubble form facilitates the recovery of finely dispersed gold due to enhanced collector hydrophobicity and improved froth structure [
43,
44].
Factors such as more uniform reagent dispersion in the pulp and modifications to the bubble phase characteristics enhance flotation performance. The WAMG produces smaller and more uniformly distributed microbubbles, increasing the specific surface area of the gas phase and the probability of collisions between mineral particles and bubbles. At the same time, more efficient dispersion of the reagent system promotes a uniform distribution of the collector in the pulp and increases the likelihood of its adsorption onto the surfaces of mineral particles. As a result, the efficiency of particle–bubble interactions is improved.
When the DBDTP reagent is passed through the WAMG, microbubbles may form from the soluble fraction of DBDTP, while flotation-active emulsion microbubbles (EMBs) are generated from both the soluble and insoluble fractions. For example, EMBs in spherical form consist of air at the core, a dense layer of the soluble DBDTP fraction, and a thin layer of the insoluble (oil) fraction. EMBs with diameters below 50 µm perform a dual function when interacting with fine mineral particles: the oil layer of the collector spreads over the surfaces of fine mineral particles, hydrophobizing them, while the remaining microbubbles adhere to these particles and transport them into the froth layer of the concentrate [
45,
46].
4. Conclusions
This study investigated the effect of flotation reagent DBDTP in the form of emulsion microbubbles on the flotation of gold-bearing raw materials. The study materials included gold-bearing ore and aged tailings from a Kazakhstani deposit containing 3.20 and 0.62 g/t Au, respectively.
A dispersed DBDTP produced using a water–air microemulsion generator was applied in flotation tests, and the size distribution of microbubbles in the water–air DBDTP emulsion was characterized. Bubbles in the 12–54.1 μm size range accounted for 47.4% of the total bubble population.
Flotation kinetics of the gold-bearing ore sample were studied under the baseline conditions and with the application of DBDTP in the form of emulsion microbubbles. The use of dispersed DBDTP accelerated flotation, increased gold recovery, and reduced gold losses in tailings.
The introduction of DBDTP via WAMG as emulsion microbubbles during the flotation cycle of gold-bearing ore resulted in a 4.65% increase in gold recovery and a 0.17 g/t decrease in gold content in tailings. This improvement is attributed to reduced losses of fine gold particles to final tailings.
The use of DBDTP in emulsion form improved the flotation of fine gold-bearing fractions smaller than 25 μm. Under the baseline regime, 37.51% of gold in the −25 + 0 μm size fraction was lost to tailings at a grade of 0.98 g/t. With the application of microemulsion via WAMG, only 28.29% of gold was distributed to this fraction (9.22% lower than in the baseline regime), at a reduced grade of 0.62 g/t.
In closed-circuit flotation of aged gold-bearing tailings, the baseline regime yielded a concentrate containing 6.9 g/t Au at 58.57% recovery, whereas the DBDTP in the form of emulsion microbubbles achieved 6.8 g/t Au at 64.45% recovery. Thus, the application of emulsion microbubbles increased gold recovery by 5.88% while maintaining concentrate quality.
Measurement of the zeta potential, FTIR spectroscopic analysis, and the oxidation–reduction potential of the gold-modified pyrite sample before and after treatment with DBDTP confirm the observed improvement in gold floatability.
The use of reagents in the form of emulsion microbubbles enables the reprocessing of legacy tailings, slimes, and low-grade ores containing finely disseminated gold, thereby reducing precious metal losses and expanding the resource base.