Abstract
Sinergy is the interaction of two or more agents to produce a combined effect greater than the sum of their separate effects. Etherdiamine yields superior results for quartz floatability in a Hallimond tube and higher selectivity in the reverse bench scale cationic flotation of an iron ore, when compared to ethermonoamine. Blending these collectors yields better results than each one used individually characterizing a synergistic effect. This work evaluated the effects of the collectors ethermonoamine, etherdiamine and the mixture of these at the ratio 1:1 on the flotation of the quartz through the microflotation and bench flotation tests with a typical Brazilian iron ore. The results demonstrated the occurrence of synergistic effects in tests performed at concentrations of 1 and 3 mg/L and pH 10.5, in the absence of a depressant. In the presence of a depressant, the synergy was not observed under the same tested conditions, due to the collector-depressant interaction. On other hand, the bench flotation tests indicated the occurrence of synergy regarding silica content in the concentrate while an additive effect was observed for the iron recovery and Selectivity Index index demonstrating that a feasibility of using collector mixtures in this process, was not clearly achieved on the tested ratio 1:1.
keywords:
etheramines; iron ore; synergistic effect; quartz microflotation.
1. Introduction
The analysis of the synergistic action of flotation reagents mixtures is complex and depends on the chemical interaction between the involved flotation reagents. Each reagent in a mixture may keep its chemical composition or mixing may result in a different species (Bradshaw et al., 1998BRADSHAW, D. J.; HARRIS, P. J.; O’CONNOR, C. T. Synergistic interactions between reagents in sulphide flotation. The Journal of The South African Institute of Mining and Metallurgy, v. 98, n.4, 1998.).
When the association of two or more products has the same effect as the vectorial sum of their individual effects, the effect is called additive. If this association impairs the effect, it is called antagonistic. The synergistic effect occurs when the combination of the products enhances the performance compared to the weighted sum of their individual effects. The identification of synergistic effects in reagent combinations on flotation results in the development of an innovative product or process.
Synergistic effects occur with all functional reagent applications, such as collectors, frother, (Dey et al., 2014DEY, S.; PANI, S.; RATNAKAR, S. Study of interactions of frother blends and its effect on coal flotation. Powder Technology, v. 260, p. 78-83, 2014.; McFadzean et al., 2016MCFADZEAN, B.; MAROZVA, T.; WIESE, J. Flotation frothers mixtures: decoupling the sub-processes of froth stability, froth recovery and entrainment. Minerals Engineering, v. 85, p72-79, 2016.; Nakhaei and Irannajad, 2017NAKHAEI, F.; IRANNAJAD, M. Reagents types in flotation of iron oxide minerals: a review. Mineral Processing and Extractive Metallurgy Review, v. 39, n. 2, p. 89-124, Nov. 2017.) and modifiers (Corin and Harris, 2010CORIN, K. C.; HARRIS, P. J. Investigation into the flotation response of a sulphide ore to depressant mixtures. Minerals Engineering, v. 23, n. 11-13, p. 915-920, 2010.) in many ore flotation processes, such as sulfide ores, coal and silicate ores. The benefit of surfactant mixtures has been reported in several studies with anionic, cationic and non-ionic collectors (Bradshaw et al., 1998BRADSHAW, D. J.; HARRIS, P. J.; O’CONNOR, C. T. Synergistic interactions between reagents in sulphide flotation. The Journal of The South African Institute of Mining and Metallurgy, v. 98, n.4, 1998.; Filippov et al., 2010FILIPPOV, L. O.; FILIPPOVA, I. V.; SEVEROV, V. V. The use of collectors mixture in the reverse cationic flotation of magnetite ore: The role of Fe-bearing silicates. Minerals Engineering, v. 23, n. 2, p. 91-98, 2010.; Hanumantha Rao et al., 2011HANUMANTHA RAO, K.; DWARI, R. K.; VILINSKA, S. LU. A.; SOMASUNDARAN, P. Mixed anionic/nonIonic collectors in phosphate gangue flotation from magnetite fines. The Open Mineral Processing Journal, v.4, p. 14-24, Mar. 2011.; Hao Jian et al., 2017; Nakhaei and Irannajad, 2017NAKHAEI, F.; IRANNAJAD, M. Reagents types in flotation of iron oxide minerals: a review. Mineral Processing and Extractive Metallurgy Review, v. 39, n. 2, p. 89-124, Nov. 2017.).
A promising route in research related to froth flotation is the synergy in collector co-adsorption, whereas the same surface property is achieved with less reagent consumption, greater selectivity or metallic recovery (Hanumantha Rao et al., 2011HANUMANTHA RAO, K.; DWARI, R. K.; VILINSKA, S. LU. A.; SOMASUNDARAN, P. Mixed anionic/nonIonic collectors in phosphate gangue flotation from magnetite fines. The Open Mineral Processing Journal, v.4, p. 14-24, Mar. 2011.; Vidyadhar et al., 2012VIDYADHAR, A.; KUMARI, N.; BHAGAT, R. P. Adsorption mechanism of mixed collector systems on hematite flotation. Minerals Engineering, v. 26, p. 102 - 104, 2012.).
Bradshaw et al., (1998) stated that the addition of just one collector in a given flotation system can lead to adsorption only at strong sites, forming a non-uniform coverage and thus reducing the adsorption capacity. This is no longer observed in previously mixed collectors before their addition to the system, which indicates that synergism depends on the addition sequence as well as on the presence of a mixture.
According to Viana et al., (2005)VIANA, P. R. M.; ARAUJO, A. C.; PERES, A. E. C.; VALADÃO, G. E. S. Adsorção de misturas de coletores em silicatos. Rem: Revista Escola de Minas, v. 59, n. 4, p. 421-425, 2005., the mixture of different collectors often leads to the synergy of their effects on the properties of the investigated system. This fact is attributed to the impact that the mixture generates on the critical micellar concentration (CMC) and on the interfacial tension (IT), which are smaller than the CMC and IT of each reagent individually. These authors reviewed the main aspects of the collecting mixture in flotation and presented results of microflotation of some silicates in the presence of mixtures of anionic (sulfonate) and cationic (dodecylamine) collectors.
The use of a combination of weaker collectors with foaming properties and stronger collectors without foaming properties also shows a relevant increase in performance, as recovery of the fine particles and coarse particles increases. However, in this case, it is not a true synergistic effect, since the combined effect is the sum of the individual ones (Bradshaw et al., 1998BRADSHAW, D. J.; HARRIS, P. J.; O’CONNOR, C. T. Synergistic interactions between reagents in sulphide flotation. The Journal of The South African Institute of Mining and Metallurgy, v. 98, n.4, 1998.).
Investigations on the adsorption mechanism of mixtures of cationic amine C12 and anionic surfactants sulphate and oleate were performed by Vidyadhar et al., (2012). The results indicated that the presence of oleate increased the adsorption of the C12 amine due to a decrease in the head-to-head electrostatic repulsion between the ammonium ions, adjacent to the mineral surface, increasing the tail-tail hydrophobic side interactions.
The most important collectors used in reverse cationic flotation of iron ores are etheramines. Studies of Matos et al., (2021a)MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part I: Two-Phase Systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, 2021a. DOI 10.1080/08827508.2021.1875461
https://doi.org/10.1080/08827508.2021.18...
compared the effects of structural ethermonoamine and etherdiamine on selectivity of a typical Brazilian iron ore. Filippov et al., (2010) studied the use of mixtures of etheramines with primary monoamines or alcohols in the reverse cationic flotation of a 3% SiO2 magnetitic iron ore concentrate, where a hydrophobic layer was adsorbed on the surface of these aggregates causing the flotation of these complexes and yielding concentrates with SiO2 content below 1% and iron content of 70.3%.
This article aims to evaluate the effects of a binary mixture of an ethermonoamine with an etherdiamine on quartz Hallimond tube floatability and on the selectivity of an iron ore bench flotation tests.
2. Materials and methods
Materials
Pure minerals and reagents
Samples of quartz collected at the Brazilian Iron Quadrangle were comminuted in porcelain mortar. Particles in the size range between 75µm and 150µm were selected by wet screening, under vibration, without chemical addition.
The evaluated cationic collectors were the commercial ethermonoamine (EDA3) and the etherdiamine (F2835-2) with 99% of purity, supplied by Clariant. The binary ratio of 1:1 (ethermonoamine:etherdiamine) was adopted for mixture tests. A cassava starch causticized solution was used as depressant, gelatinized at 5:1 starch:NaOH weight ratio.
The collector and depressant solutions used for microflotation and bench flotation tests were diluted to 0.1% and 1% (w/v), respectively, into 1000mL volumetric flasks. Sodium hydroxide (NaOH) and acetic acid (CH3COOH) solutions were prepared at 1% (w/v) and used for pH control set as 10.5.
Methods
Samples characterization
The X-ray diffraction method (XRD) was used to check the purity degree of the quartz sample. The diffractometer model EMPYREAN from PANALYTICAL, with copper tube (CuKα radiation, with λ=1.5406 Å), was used to analyse the mineral sample in the size range < 400µm fraction. The results are shown in Figure 1.
The quantitative chemical analyses of the quartz and iron ore samples, performed by X-ray fluorescence spectrometry (RIGAKU apparatus) are presented in Tables 1 and 2, respectively.
Surface tension measurements
The DuNouy Ring method was used to determine the surface tension of the surfactants at room temperature (23°C ± 0.5°C). Triplicates were performed and averages were calculated for each point. The platinum ring was cleaned with ethanol and subsequently taken to a flame to remove any organic contaminants before each measurement.
Microflotation experiments
The microflotation tests were carried out in a modified Hallimond tube with a volume of 400mL. Each test was performed with 1g of the mineral sample. In tests using depressant solution, the mineral was initially conditioned for 5 minutes. The conditioning time of the collector and the flotation time was 1 min in each stage, following the procedure described by Matos et al., (2019)MATOS, V. E.; PERES, A. E. C.; PEREIRA, C. A.; NOGUEIRA, S. C. S. Analysis of quartz floatability using design of experiments. REM - International Engineering Journal, v. 72, n.3, p. 501-506, 2019. DOI 10.1590/0370-44672018720080.
https://doi.org/10.1590/0370-44672018720...
. Nitrogen gas (60mL/min) was used for generating bubbles. The floated and unfloated fractions were filtered, dried and weighed in the analytical balance model AUW220D / SHIMADZU (d = 0.1mg/0.01mg) to calculate the floatability.
Bench scale flotation tests
Standard procedures described by Matos (2017)MATOS, V.E. Seletividade de reagentes na flotação reversa de minério de ferro. 2017. 189 f. Dissertação (Mestrado em Engenharia Metalúrgica, Materiais e de Minas) - Escola de Engenharia, Universidade Federal de Minas Gerais, Belo Horizonte, 2017. were used to perform bench flotation experiments. An ore aliquot of 1500gr was used for each test, in a Wemco machine equipped with a 3.9L cell, to form 50% (w/w) solid feed pulp. The cassava starch and amine solution are added and conditioned at 1200rpm, during 3 and 1 minutes, respectively. The pulp is diluted to 42% solids for sequential flotation at constant air flow (4L/min), collection is made during 3 minutes, filtration, drying and weighing of tailings and concentrate were done for subsequent chemical analysis.
Design of Experiments (DOE)
The microflotation and bench flotation tests were conducted according to a full factorial design method at two experimental levels (upper and lower levels) and replicated responses. The following variables and their respective experimental levels were: (i) collector type (ethermonoamine and etherdiamine binary mixture 1:1); concentrations (1 and 3mg/L), for microflotation or the dosages (45 and 55g/t) for bench flotation. The matrix block of experiments adopted was randomized using the statistical software package Minitab® 18. The randomness of the tests allows the balance of the measurements and avoids possible mistakes in the evaluation of the results.
3. Results and discussion
Surface tension measurements
Figure 2 presents the surface tension results from etheramines and their binary mixture solutions. The results demonstrated that etherdiamine was more effective than ethermonoamine regarding surface tension reduction. Matos et al., (2021a)MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part I: Two-Phase Systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, 2021a. DOI 10.1080/08827508.2021.1875461
https://doi.org/10.1080/08827508.2021.18...
found similar results for analogous products. These authors justified these differences by the longer hydrocarbon chain of etherdiamine. The mixture of etheramines showed intermediate results characterizing addictive effects. Liu et al., (2020)LIU, A.; FAN, P.; QIAO, X.; LI, Z.; WANG, H.; FAN, M. Synergistic effect of mixed DDA/surfactants collectors on flotation of quartz. Minerals Engineering, v.159, 2020. performed surface tension measurements with cationic (DDA), anionic (sodium oleate and triethanolamine), and non-ionic (Tween and Span) surfactants, with their respective mixtures. In this study, the authors found synergistic effects for all the tested blends.
Figure 2 shows that the critical micelle concentration (CMC) of etherdiamine and mixture were approximately 5000 mg/L (logC = 3.7) for surface tension of 33.30 dyne/cm, while for ethermonoamine the CMC was approximately 10.000 mg/L (logC = 4.0) and surface tension of 33.33 dyne/cm. For this evaluation, the results showed that the mixture had an addictive effect.
Microflotation
The statistical significance of the factors and their interactions in the DOE were evaluated through a Pareto Chart. These analyses allow determining which factors and interactions have statistical significance and influence on the experimental responses, for 95% of statistical confidence grade. Figure 3 shows that both factors (collector concentration and type) and their interaction were significant for the evaluated response.
Effect of etheramines and their mixture in depressant absence
Normally, the increase in collector dosage enhances the quartz floatability, as shown by ethermonoamine in Figure 4. Etherdiamine yielded higher values of quartz floatability at 1 mg/L, replicating the results found by Matos et al., (2019)MATOS, V. E.; PERES, A. E. C.; PEREIRA, C. A.; NOGUEIRA, S. C. S. Analysis of quartz floatability using design of experiments. REM - International Engineering Journal, v. 72, n.3, p. 501-506, 2019. DOI 10.1590/0370-44672018720080.
https://doi.org/10.1590/0370-44672018720...
. Surprisingly, the results also show that the binary mixture 1:1 produced higher quartz floatability than each etheramine individually, clearly demonstrating the synergistic effect occurrence. However, for etherdiamine and the mixture, the floatability at the concentration of 1 mg/L was higher than at 3mg/L.
This effect can be explained as a possible formation of hemi-micelle. Cationic amine species adsorb on the quartz surface by an electrostatic attraction mechanism and immobilization by formation of hemimicelles as proposed by Fuerstenau and Palmer (1975)FUERSTENAU, M. C.; PALMER, B. R. Anionic flotation of oxides and silicates.In: FUERSTENAU, M. C. (ed.). Flotation A. M. Gaudin Memorial Volume. New York: AIME, 1975. v. 1, p. 117 - 147. and still presently accepted (Baltar, 2021BALTAR, C. A. M. Flotação: em nova abordagem. Recife: Ed. UFPE, 2021. 537 p.). Studies by Zhang and Somasundaran (2006)ZHANG, R.; SOMASUNDARAN, P. Advances in adsorption of surfactants and their mixtures at solid/solution interfaces. Advances in Colloid and Interface Science, v. 123-126, p. 213-229, 2006., Huang et al. (2014)HUANG, Z.; ZHONG, H.; WANG, S.; XIA, L.; ZOU, W.; LIU, G. Investigations on reverse cationic flotation of iron ore by using a Gemini surfactant: Ethane-1,2-bis (dimethyl-dodecyl-ammonium bromide). Chemical Engineering Journal, v. 257, p. 218-228, 2014. and Fan et al. (2020)FAN, G.; WANG, L.; CAO, Y.; LI, C. Collecting agent-mineral interactions in the reverse flotation of iron ore: a brief review. Minerals, v. 10, n. 8, p. 681, 2020. DOI:https://doi.org/10.3390/min10080681.
https://doi.org/10.3390/min10080681...
reported that increasing in collector concentration possibly causes the formation of a complete bilayer resulting in a surfactant concentration close to or equal to the critical hemimicelle concentration (CHC), thus reversal in the charge of the mineral surface occurs, rendering it hydrophilic again and consequently decreasing the mineral floatability. This effect was not observed for ethermonoamine in the evaluated concentrations.
Effect of etheramines and their mixture in depressant presence
Since the iron ore reverse cationic flotation requires the use of starch as hematite depressant (Rath and Sahoo, 2020RATH, S. S.; SAHOO, H. A Review on the application of starch as depressant in iron ore flotation. Mineral Processing and Extractive Metallurgy Review, v. 43, n.1, p.122-135, 2020.), tests in cassava starch presence were performed to check the influence of depressant on the collector action. Figure 5 shows that cassava starch addition significantly inhibits the quartz floatability (Matos, 2017MATOS, V.E. Seletividade de reagentes na flotação reversa de minério de ferro. 2017. 189 f. Dissertação (Mestrado em Engenharia Metalúrgica, Materiais e de Minas) - Escola de Engenharia, Universidade Federal de Minas Gerais, Belo Horizonte, 2017.). The average results indicated that 5mg/L of starch reduced 70% of quartz floatability.
The results presented in Figure 6 indicate higher quartz floatability at 3mg/L than at 1mg/L for both etheramines and for the mixture, elucidating that the collector-depressant interaction has inhibited hemimicelle formation. Unlike the results previously presented in the absence of a depressant, etherdiamine showed lower floatability than ethermonoamine. The binary mixture 1:1, in turn, had an additive effect.
Bench scale Flotation
Table 3 presents the Design of Experiments and the found results of bench scale flotation. These results are shown and discussed at next graphics, by statistical analysis.
The previous significance analysis of the tested factors (etheramine dosage and type) and their interaction on the response variables silica content in the concentrate (%SiO2c), iron metallic recovery and Gaudin’s selectivity index (SI) was done by Pareto Chart. The collector dosage and type were significant for all the response variables, and the interaction between them was significant only for metallic iron recovery.
Figure 7 shows %SiO2c reduction as a function of collectors’ dosage increase for each etheramine type and their binary mixture influence. The ethermonoamine yielded lower silica content than etherdiamine. However, the binary mixture provided an even lower value, clearly demonstrating the occurrence of the synergistic effect for this parameter.
The results in Figure 8 show the influence of the increasing collector dosage on iron recovery reduction; higher values being achieved by etherdiamine. Thus, the binary mixture presented an intermediate additive effect, since the use of ethermonoamine leads to worse results. According to Matos et al., (2021.b)MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part II: three-phase systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, p. 243-250, 2021b., the ethermonoamine is a powerful collector in comparison to etherdiamine, and its lesser iron recovery is a function of the higher entrainment of fine iron particles into the froth.
Figure 9 presents the effects of dosage and collector type on Gaudin’s Selective Index (SI). Etherdiamine showed better selectivity in comparison with ethermonoamine, replicating the results found by Matos 2021(b)MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part II: three-phase systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, p. 243-250, 2021b., at the same tested dosage range. Again, the mixture had an additive effect. At 55g/t dosage, the SI values for pure etherdiamine and binary mixture were coincident, proving the mixture use viability.
4. Conclusions
Collector mixtures impart different effects on quartz floatability and on iron ore reverse cationic flotation performance. These effects can be additive, antagonic and ideally synergistic, depending on tested conditions, such as collector type, concentration or dosage and their interaction. The results of microflotation experiments showed that the binary mixture of ethermonoamine and etherdiamine presented a synergistic effect on quartz floatability in depressant absence. In bench flotation, the synergistic effect was also observed on the concentrate silica content (%SiO2c), while for iron metallic recovery and Selective Index, the mixture use had an additive effect in comparison with each collector individually.
Ackowledgments
This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Finance Code 001. The authors also acknowledge CNPq, FAPEMIG, CAPES for the support to PPGEM for the support on the conduction of experiments.
References
- BALTAR, C. A. M. Flotação: em nova abordagem. Recife: Ed. UFPE, 2021. 537 p.
- BRADSHAW, D. J.; HARRIS, P. J.; O’CONNOR, C. T. Synergistic interactions between reagents in sulphide flotation. The Journal of The South African Institute of Mining and Metallurgy, v. 98, n.4, 1998.
- CORIN, K. C.; HARRIS, P. J. Investigation into the flotation response of a sulphide ore to depressant mixtures. Minerals Engineering, v. 23, n. 11-13, p. 915-920, 2010.
- DEY, S.; PANI, S.; RATNAKAR, S. Study of interactions of frother blends and its effect on coal flotation. Powder Technology, v. 260, p. 78-83, 2014.
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» https://doi.org/10.3390/min10080681 - FILIPPOV, L. O.; FILIPPOVA, I. V.; SEVEROV, V. V. The use of collectors mixture in the reverse cationic flotation of magnetite ore: The role of Fe-bearing silicates. Minerals Engineering, v. 23, n. 2, p. 91-98, 2010.
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- HUANG, Z.; ZHONG, H.; WANG, S.; XIA, L.; ZOU, W.; LIU, G. Investigations on reverse cationic flotation of iron ore by using a Gemini surfactant: Ethane-1,2-bis (dimethyl-dodecyl-ammonium bromide). Chemical Engineering Journal, v. 257, p. 218-228, 2014.
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» https://doi.org/10.3390/min7050074 - LIU, A.; FAN, P.; QIAO, X.; LI, Z.; WANG, H.; FAN, M. Synergistic effect of mixed DDA/surfactants collectors on flotation of quartz. Minerals Engineering, v.159, 2020.
- MATOS, V.E. Seletividade de reagentes na flotação reversa de minério de ferro 2017. 189 f. Dissertação (Mestrado em Engenharia Metalúrgica, Materiais e de Minas) - Escola de Engenharia, Universidade Federal de Minas Gerais, Belo Horizonte, 2017.
- MATOS, V. E.; PERES, A. E. C.; PEREIRA, C. A.; NOGUEIRA, S. C. S. Analysis of quartz floatability using design of experiments. REM - International Engineering Journal, v. 72, n.3, p. 501-506, 2019. DOI 10.1590/0370-44672018720080.
» https://doi.org/10.1590/0370-44672018720080. - MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part I: Two-Phase Systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, 2021a. DOI 10.1080/08827508.2021.1875461
» https://doi.org/10.1080/08827508.2021.1875461 - MATOS, V. E.; NOGUEIRA, S. C. S.; KOWALCZUK, P. B.; SILVA, G. R.; PERES, A. E. C. Differences in etheramines froth properties and the effects on iron ore flotation. Part II: three-phase systems. Mineral Processing and Extractive Metallurgy Review, v. 43, n. 2, p. 243-250, 2021b.
- MCFADZEAN, B.; MAROZVA, T.; WIESE, J. Flotation frothers mixtures: decoupling the sub-processes of froth stability, froth recovery and entrainment. Minerals Engineering, v. 85, p72-79, 2016.
- NAKHAEI, F.; IRANNAJAD, M. Reagents types in flotation of iron oxide minerals: a review. Mineral Processing and Extractive Metallurgy Review, v. 39, n. 2, p. 89-124, Nov. 2017.
- RATH, S. S.; SAHOO, H. A Review on the application of starch as depressant in iron ore flotation. Mineral Processing and Extractive Metallurgy Review, v. 43, n.1, p.122-135, 2020.
- VIANA, P. R. M.; ARAUJO, A. C.; PERES, A. E. C.; VALADÃO, G. E. S. Adsorção de misturas de coletores em silicatos. Rem: Revista Escola de Minas, v. 59, n. 4, p. 421-425, 2005.
- VIDYADHAR, A.; KUMARI, N.; BHAGAT, R. P. Adsorption mechanism of mixed collector systems on hematite flotation. Minerals Engineering, v. 26, p. 102 - 104, 2012.
- ZHANG, R.; SOMASUNDARAN, P. Advances in adsorption of surfactants and their mixtures at solid/solution interfaces. Advances in Colloid and Interface Science, v. 123-126, p. 213-229, 2006.
Publication Dates
-
Publication in this collection
19 Sept 2022 -
Date of issue
2022
History
-
Received
16 Jan 2021 -
Accepted
27 Apr 2022