Next Article in Journal
Sintering Behaviors of Carbon Nanotubes—Aluminum Composite Powders
Previous Article in Journal
Study of the Isothermal Oxidation Process and Phase Transformations in B2-(Ni,Pt)Al/RENE-N5 System
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Communication

Kinetic Study of Copper(II) Simultaneous Extraction/Stripping from Aqueous Solutions by Bulk Liquid Membranes Using Coupled Transport Mechanisms

1
Departamento de Ingeniería Química y Ambiental, Universidad Politécnica de Cartagena, 30203 Cartagena, Spain
2
Departamento de Ciencias Politécnicas, UCAM, Campus de los Jerónimos, Guadalupe, 30107 Murcia, Spain
*
Author to whom correspondence should be addressed.
Metals 2016, 6(9), 212; https://doi.org/10.3390/met6090212
Submission received: 5 July 2016 / Revised: 26 August 2016 / Accepted: 29 August 2016 / Published: 2 September 2016

Abstract

:
Heavy metals removal/recovery from industrial wastewater has become a prime concern for both economic and environmental reasons. This paper describes a comparative kinetic study of the removal/recovery of copper(II) from aqueous solutions by bulk liquid membrane using two types of coupled facilitated transport mechanisms and three carriers of different chemical nature: benzoylacetone, 8-hydroxyquinoline, and tri-n-octylamine. The results are analyzed by means of a kinetic model involving two consecutive irreversible first-order reactions (extraction and stripping). Rate constants and efficiencies of the extraction (k1, EE) and the stripping (k2, SE) reactions, and maximum fluxes through the membrane, were determined for the three carriers to compare their efficiency in the Cu(II) removal/recovery process. Counter-facilitated transport mechanism using benzoylacetone as carrier and protons as counterions led to higher maximum flux and higher extraction and stripping efficiencies due to the higher values of both the extraction and the stripping rate constants. Acceptable linear relationships between EE and k1, and between SE and k2, were found.

Graphical Abstract

1. Introduction

In recent years, the removal and recovery of heavy metals from wastewaters of industrial effluents, water supplies, and mine waters have received much attention. Copper is one of the most widespread heavy metals, widely used in industrial processes such as mining, metallurgy, plating, steel manufacturing, paper and pulp, fertilizer, paint and pigments, petroleum refining, wood preservatives, and printing circuits [1,2], and it is often present in the wastewater of these industrial processes. It is a micronutrient, but it is also considered to be one of the most toxic metals by the World Health Organization [3] and as a priority pollutant by the US EPA [4]. As copper has been classified as a critical element, with only 60 years of expected availability at current production levels, its removal/recovery from raw materials and secondary sources is considered a valid hydrometallurgical research field for both economic and environmental reasons [5].
A wide variety of techniques has been developed for the removal/recovery of copper ions from wastewater including cementation [6], precipitation [7], solvent extraction [8], adsorption [9] reduction [10], biosorption [11], ion exchange [12], chelation [13], electrocoagulation [14], electrodialysis [15], pressure driven membrane processes [16], liquid membranes [17,18,19,20], and combined methods (chelation plus pressure-driven membranes processes) [21].
Liquid membranes have shown great potential for use in removal/recovery processes, especially in cases where solute concentrations are relatively low and other techniques cannot be applied efficiently, since they combine the processes of extraction and stripping in a single unit operation [22]. The extraction chemistry is basically the same as that found in liquid–liquid extraction, but the transport is governed by kinetic rather than equilibrium parameters, that is, by a non-equilibrium mass transfer.
In a liquid membrane, two miscible liquids (feed and product phases) are separated by a third immiscible liquid, which constitutes the membrane phase. If the feed and the product phases are aqueous, the membrane phase must be organic; however, if the feed and the product phases are organic, the membrane phase must be aqueous. Three basic kinds of liquid membranes have been described: bulk, supported, and emulsion liquid membranes [22]. In bulk liquid membranes, a thick layer of the liquid that constitutes the membrane phase directly separates the feed and the product phases. In supported liquid membranes, the membrane phase fills the pores of a rigid porous support that separates the feed and the product phases. Emulsion liquid membranes are obtained by forming an emulsion between the membrane and the product phases and then dispersing this emulsion in the feed phase via stirring; the membrane separates the encapsulated internal droplets of the product phase in the emulsion from the external feed phase.
Transport of the diffusing species in the liquid membrane system, may be facilitated by carrier mediated transport. In such a transport mechanism, an ion exchange reagent is incorporated in the membrane phase to carry the diffusing species from the feed to the product phase across the membrane phase, a process that is usually accompanied by the transport of other chemical species (coupled transport), either from the feed to the product phase (coupled co-transport) or from the product to the feed phase (coupled counter-transport). These coupled facilitated transport mechanisms are interesting because they offer the possibility of transporting a component against its own concentration gradient [23].
A comparative kinetic study of the carrier mediated transport of copper through bulk liquid membranes containing three carriers of different chemical nature:—benzoyl acetone (HBA), 8-hydroxy quinoline (HOQ), and tri-n-octyl amine (Oct3N)—is carried out in this paper. The chemical structure of the different carriers is shown in Figure 1.
Two types of facilitated transport mechanisms are involved: a carrier-mediated counter-transport mechanism, which uses HBA or HOQ as carriers and protons as counter-ions (Figure 2a), and a carrier-mediated co-transport mechanism, which uses (Oct3N) as carrier and chloride and protons as co-ions (Figure 2b).
In the counter-transport mechanism (Figure 2a), the carrier (HBA or HOQ) diffuses from the bulk membrane phase to the feed/membrane interface where it reacts with copper(II). The copper(II)-carrier complex formed diffuses through the membrane to the membrane/product interface where, by reversing the reaction, protons are exchanged for copper(II) ions, which are released into the product phase. The carrier is regenerated, thus initiating a new separation cycle. The copper(II) transport mechanism is therefore a coupled counter-transport mechanism, with Cu(II) and H+ travelling in the opposite direction.
In the co-transport mechanism (Figure 2b), the carrier (Oct3N) diffuses from the bulk membrane phase to the feed/membrane interface where it reacts with copper(II), which forms CuCl42− in HCl media. The chloro-copper(II)-carrier complex formed ((Oct3NH)2CuCl4) diffuses through the membrane to the membrane/product interface where it reacts with the NH4OH, present in product phase, breaking the complex and leading to the stripping of Cu(II) in that product phase. The copper(II) transport mechanism is therefore a coupled co-transport mechanism, with Cu(II), Cl, and H+ travelling in the same direction.

2. Materials and Methods

2.1. Chemicals

Analytical grade copper(II) chloride, 8-hydroxiquinoline, sodium acetate and glacial acetic acid, hydrochloric acid (37%), and sulphuric acid (96%) were purchased from Panreac. Benzoylacetone (99%), tri-n-octylamine (98%), and ammonium hydroxide (25%) were obtained from Sigma-Aldrich (Madrid, Spain). Kerosene (99%) was supplied by BDH.

2.2. Transport Experiments

Transport experiments were carried out using a stirred transfer Lewis type cell with the organic phase layered over the feed and the product aqueous phases, bridging the feed and the product aqueous phases (Figure 3). When carrier-facilitated coupled co-transport was studied (using Oct3N as carrier), a 0.025 M copper(II) chloride solution in 0.5 M HCl was used as feed phase. The membrane phase comprised a 3% solution of Oct3N in kerosene, while a 0.5 M aqueous NH4OH solution was used as product phase. In the experiments of carrier-facilitated coupled counter-transport (using HBA or HOQ as carriers), a 0.025 M copper(II) chloride solution in acetate buffer, pH 4.0, was used as feed phase, 3% solutions of carrier in kerosene as membrane phase, and 1M solution of sulphuric acid as product phase. The volumes of feed, membrane, and product phases were 25 mL, and the areas of both feed/membrane and membrane/product interfaces were 3.2 cm2. The three phases were stirred at 200 rpm, and all the experiments were carried out at 25 °C.

2.3. Analytical Methods and Calculations

Samples of feed and product phases were taken at intervals, and the copper(II) ion concentration was determined by atomic absorption spectrometry using a Shimadzu AA-6200 instrument (IZASA, Madrid, Spain) at a wavelength of 324.8 nm. Copper(II) ion concentration in the membrane phase was established from the material balance. Experiments were carried out in duplicate with a maximum standard deviation of 2%. For practical reasons, dimensionless reduced concentrations of copper(II) in the feed (Rf = Cft/Cf0), membrane (Rm = Cmt/Cf0), and product (Rp = Cpt/Cf0) phases were used (the sum of Rf + Rm + Rp obviously being unity). In addition, the efficiency of Cu(II) extraction from the feed phase (EE) and of Cu(II) stripping in the product phase (SE), were calculated, at 24 h, from the following equations [24]:
EE ( % ) = C f 0 C f t C f 0 × 100
SE ( % ) = C p t C f 0 C f t × 100
where Cf0 is the initial concentration of Cu(II) in the feed phase, and Cft, Cmt, and Cpt are the concentrations of Cu(II) in the feed, membrane, and product phase, respectively, at time t.

3. Results and Discussion

Variation with time of feed, membrane, and product copper(II)-reduced concentrations, for the three studied carriers, is shown in Figure 4. It can be appreciated that, in all three cases, Rf decreases monoexponentially with time, Rp follows an increasing sigmoided type curve, and Rm time dependence presents a maximum.
The results suggest that copper(II) transport follows the kinetic laws of two consecutive irreversible first-order reactions, the extraction (rate constant, k1), and the stripping (rate constant, k2) reactions:
Cu ( II ) f   k 1   Cu ( II ) m   k 2   Cu ( II ) p
The irreversibility must be expected by the fact that Rf and Rm tend to zero, while Rp tends to one, that is, the copper(II) transport from the feed phase to the product phase seems to be virtually complete.
In this kinetic behaviour, the variation rate of the metal reduced concentration in each phase can be described by the following equations [25,26,27]:
d R f d t = k 1 R f J f / m
d R m d t = k 1 R f k 2 R m = J m
d R p d t = k 2 R m J m / p
where Jf, Jm, and Jp represent the instantaneous metal flux in each of the three phases.
Integration of these differential equations, leads to expressions of variation of Rf, Rm, and Rp with time:
R f = exp ( k 1 t )
R m = k 1 k 2 k 1 [ exp ( k 1 t ) exp ( k 2 t ) ]
R p = 1 1 k 2 k 1 [ k 2 exp ( k 1 t ) k 1 exp ( k 2 t ) ]
The time leading to the maximum value of Rm can be obtained from dRm/dt = 0.
t max = ln ( k 1 k 2 ) k 1 k 2
Substitution of this time value in Equations (3)–(5) allows the maximum flux expressions to be obtained:
[ d R f d t ] max = k 1 ( k 1 k 2 ) k 1 k 1 k 2 = J f max
[ d R p d t ] max = k 2 ( k 1 k 2 ) k 2 k 1 k 2 = J p max
[ d R f d t ] max = + [ d R p d t ] max J f max = + J p max
Numerical analysis of the experimental results by non-linear curve fitting permits the rate constants of the extraction and stripping processes to be determined (Table 1) and the model curves for the time dependence of Rf, Rm, and Rp, (calculated from Equations (4)–(6)) to be obtained (Figure 4). Good agreement between experimental and model data can be observed. Maximum fluxes, extraction efficiencies, and stripping efficiencies for the three studied carriers are also shown in Table 1.
As can be seen, Cu(II) ion extraction/stripping is greater with the counter-facilitated transport mechanism using benzoylacetone as carrier and protons as counterions (higher maximum flux and higher extraction and stripping efficiencies). This is due to the higher values of both the extraction and the stripping rate constants. The lower values of these rate constants in the counter-facilitated transport mechanism that uses 8-hydroxy quinoline as carrier and protons as counterions lead to much lower maximum fluxes and extraction and stripping efficiencies. The values of the extraction and stripping rate constants obtained when a co-transport mechanism is used (trioctylamine as carrier) show this process to be the worst for the removal/recovery of copper(II) because of the low maximum flux and extraction and stripping efficiencies obtained. Differences in the observed efficiencies of the different carriers should be the result of differences in the diffusion coefficient of the different Cu(II)-carrier complexes in the membrane phase and of differences in the formation constants of those complexes (also in the breaking constant in the case of co-transport mechanism, where formation and breaking reactions are different).
Extraction and stripping efficiencies (98.1% and 96.1%, respectively) obtained with benzoylacetone as a carrier are similar (or higher in some cases) to those described in the literature using the bulk liquid membrane technique with other carriers [25], using other liquid membrane techniques with other carriers [19,20], and using extraction processes [8,28,29].
Acceptable linear relationships between EE(%) and k1 (R2 = 0.98) and between SE(%) and k2 (R2 = 0.99) have been obtained from the values of these parameters in the studied carriers.

4. Conclusion

This paper describes a comparative kinetic study of the removal/recovery of copper(II) from aqueous solutions by bulk liquid membrane using two types of coupled facilitated transport mechanisms and three carriers of different chemical nature: benzoylacetone, 8-hydroxyquinoline and tri-n-octylamine. Both carrier mediated transport mechanisms follow the kinetic laws of two irreversible consecutive first-order reactions (extraction and stripping). Rate constants and efficiencies of the extraction and the stripping reactions, and maximum fluxes through the membrane have been determined for the three carriers. Counter-facilitated transport mechanism using benzoylacetone as carrier and protons as counterions leads to higher maximum flux and higher extraction and stripping efficiencies due to the higher values of both the extraction and the stripping rate constants. An acceptable linear relationship between both extraction efficiency and extraction rate constant and stripping efficiency and stripping rate constant has been found.

Acknowledgments

This work was been mainly supported by Universidad Politécnica de Cartagena. Numerical analysis of experimental results has been supported by UCAM.

Author Contributions

G. León, L. León, and M.A. Guzmán conceived and designed the experiments; G. León, L. León, and M.A. Guzmán performed the experiments; G. León, L. León, and J. Senent analyzed the data; G. León and J. Senent contributed reagents/materials/analysis tools; G. León wrote the paper.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Awual, M.R.; Yaita, T.; El-Safty, S.A.; Shiwaku, H.; Suzuki, S.; Okamoto, Y. Copper(II) ions capturing from water using ligand modified a new type mesoporous adsorbent. Chem. Eng. J. 2013, 221, 322–330. [Google Scholar] [CrossRef]
  2. Tofighy, M.A.; Mohammadi, T. Copper ions removal from water using functionalized carbon nanotubes–mullite composite as adsorbent. Mater. Res. Bull. 2015, 68, 54–59. [Google Scholar] [CrossRef]
  3. World Health Organization. Guidelines for Drinking Water Quality; World Health Organization: Geneva, Switzerland, 1984. [Google Scholar]
  4. US Environmental Protection Agency. Ambient Water Quality Criteria Document: Copper; EPA 440y5-84-031; Office of Regulations and Standards, Criteria and Standards Division: Washington, DC, USA, 1985.
  5. Harmsen, J.H.M.; Roes, A.L.; Patel, M.K. The impact of copper scarcity on the efficiency of 2050 global renewable energy scenarios. Energy 2013, 50, 62–73. [Google Scholar] [CrossRef]
  6. Demirkıran, N.; Ekmekyapar, A.; Künkül, A.; Baysar, A. A kinetic study of copper cementation with zinc aqueous solutions. Int. J. Min. Process. 2007, 82, 80–85. [Google Scholar] [CrossRef]
  7. Choi, J.Y.; Kim, D.S.; Lim, J.Y. Fundamental features of copper ion precipitation using sulphide as a precipitant in a wastewater system. J. Environ. Sci. Health A 2006, 41, 1155–1172. [Google Scholar] [CrossRef] [PubMed]
  8. Li, L.; Zhong, H.; Cao, Z.; Yuan, L. Recovery of copper(II) and nickel(II) from plating wastewater by solvent extraction. Chin. J. Chem. Eng. 2011, 19, 926–930. [Google Scholar] [CrossRef]
  9. Awual, M.R. A novel facial composite adsorbent for enhanced copper(II) detection and removal from wastewater. Chem. Eng. J. 2015, 266, 368–375. [Google Scholar] [CrossRef]
  10. Swain, B.; Mishra, C.; Hong, H.S.; Cho, S.S. Selective recovery of pure nanopowder from indium-tin-oxide wastewater by various wet chemical reduction process: Understanding their chemistry and comparisons of sustainable valorization processes. Environ. Res. 2016, 147, 249–258. [Google Scholar] [CrossRef] [PubMed]
  11. Yargıç, A.S.; Şahin, R.A.Y.; Özbay, N.; Önal, E. Assesment of toxic copper(II) biosorption from aqueous solution by chemically-treated tomato waste. J. Clean. Prod. 2015, 88, 152–159. [Google Scholar] [CrossRef]
  12. Siu, P.C.C.; Koong, L.F.; Saleem, J.; Barford, J.; McKay, G. Equilibrium and kinetics of copper ions removal from wastewater by ion exchange. Chin. J. Chem. Eng. 2016, 24, 94–100. [Google Scholar] [CrossRef]
  13. Wang, F.F.H.; Ji, Y.X.; Wang, J.J. Synthesis of heavy metal chelating agent with four chelating groups of N1, N2, N4, N5-tetrakis(2-mercaptoethyl)benzene-1,2,4,5-tetracarboxamide (TMBTCA) and its application for Cu-containing wastewater. J. Hazard. Mater. 2012, 241–242, 427–432. [Google Scholar] [CrossRef] [PubMed]
  14. Akbal, F.; Camc, S. Copper, chromium and nickel removal from metal plating wastewater by electrocoagulation. Desalination 2011, 269, 214–222. [Google Scholar] [CrossRef]
  15. Caprarescu, S.; Corobea, M.C.; Purcar, V.; Spataru, C.I.; Ianchis, R.; Vasilievici, G.; Vuluga, Z. San copolymer membranes with ion exchangers for Cu(II) removal from synthetic wastewater by electrodialysis. J. Environm. Sci. 2015, 35, 27–37. [Google Scholar] [CrossRef] [PubMed]
  16. Ahmad, A.L.; Ooi, B.S. A study on acid reclamation and copper recovery using low pressure nanofiltration membrane. Chem. Eng. J. 2010, 156, 257–263. [Google Scholar] [CrossRef]
  17. Kocherginsky, N.M.; Yang, Q. Big carrousel of copper removal from ammoniacal wastewater through supported liquid membrane. Sep. Purif. Technol. 2007, 54, 104–116. [Google Scholar] [CrossRef]
  18. Venkatesan, S.; Begum, K.M.M.S. Removal of copper and zinc from aqueous solutions and industrial effluents using emulsion liquid membrane technique. Asia Pacific J. Chem. Eng. 2008, 3, 387–399. [Google Scholar] [CrossRef]
  19. Zhang, W.; Cui, C.; Ren, Z.; Dai, Y.; Meng, H. Simultaneous removal and recovery of copper(II) from acidic wastewater by hollow fiber renewal liquid membrane with LIX984N as carrier. Chem. Eng. J. 2010, 157, 230–237. [Google Scholar] [CrossRef]
  20. Chiha, M.; Hamdaoui, O.; Ahmedchekkat, F.; Pétrier, C. Study on ultrasonically assisted emulsification and recovery of copper(II) from wastewater using an emulsion liquid membrane process. Ultrason. Sonochem. 2010, 17, 318–325. [Google Scholar] [CrossRef] [PubMed]
  21. Ennigrou, D.J.; Ali, M.B.S.; Dhahbi, M. Copper and Zinc removal from aqueous solutions by polyacrylic acid assisted-ultrafiltration. Desalination 2012, 343, 82–87. [Google Scholar] [CrossRef]
  22. Sastre, A.M.; Kumar, A.; Shukla, J.P.; Singh, R.K. Improved techniques in liquid membrane separations: An overview. Sep. Purif. Rev. 1998, 27, 213–298. [Google Scholar] [CrossRef]
  23. Gyves, J.; Rodríguez, E. Metal ion separations by supported liquid membranes. Ind. Eng. Chem. Res. 1999, 38, 2182–2202. [Google Scholar] [CrossRef]
  24. Ng, Y.S.; Jayakumar, N.S.; Hashim, M.A. Behavior of hydrophobic ionic liquids as liquid membranes on phenol removal: Experimental study and optimization. Dealination 2011, 278, 250–258. [Google Scholar] [CrossRef]
  25. Szpakowska, M. Kinetics of coupled transport of Cu(II) ions through liquid membranes composed of technical solvents and paraffin mixtures. J. Membr. Sci. 1994, 92, 267–273. [Google Scholar] [CrossRef]
  26. He, D.; Ma, M.; Zhao, Z. Transport of cadmium ions through a liquid membrane containing amine extractants as carriers. J. Membr. Sci. 2000, 169, 53–59. [Google Scholar] [CrossRef]
  27. León, G.; Guzmán, M.A. Facilitated transport of cobalt through bulk liquid membranes containing D2EHPA as carrier. Kinetic study of the influence of some operational variables. Desal. Water Treat. 2010, 13, 267–273. [Google Scholar] [CrossRef]
  28. Bidari, E.; Irannejas, M.; Gharabaghi, M. Solvent extraction recovery and separation of cadmium and copper from sulphate solution. J. Environ. Chem. Eng. 2013, 1, 1269–1274. [Google Scholar] [CrossRef]
  29. Janssen, C.H.C.; Macías-Ruvalcaba, N.A.; Aguilar-Martínez, M.; Kobrak, M.N. Copper extraction using protic ionic liquids: Evidence of the Hofmeister effect. Sep. Purif. Technol. 2016, 168, 275–283. [Google Scholar] [CrossRef]
Figure 1. Chemical structure of carriers used in this study (a) benzoylacetone; (b) 8-hydroxyquinoline; (c) tri-n-octylamine.
Figure 1. Chemical structure of carriers used in this study (a) benzoylacetone; (b) 8-hydroxyquinoline; (c) tri-n-octylamine.
Metals 06 00212 g001
Figure 2. Facilitated transport of Cu(II) through bulk liquid membranes using (a) a carrier-mediated counter-transport mechanism and (b) a carrier-mediated co-transport mechanism.
Figure 2. Facilitated transport of Cu(II) through bulk liquid membranes using (a) a carrier-mediated counter-transport mechanism and (b) a carrier-mediated co-transport mechanism.
Metals 06 00212 g002
Figure 3. Schematic representation of the experimental cell (F: feed phase; M: membrane phase; P: product phase).
Figure 3. Schematic representation of the experimental cell (F: feed phase; M: membrane phase; P: product phase).
Metals 06 00212 g003
Figure 4. Time dependence of Rf in feed phase, Rm in membrane phase, and Rp in product phase in the facilitated counter transport of Cu(II) using benzoylacetone (a), 8-hydroxyquinoline (b), and tri-n-octylamine (c) as carriers. (Points, experimental values; line, model values).
Figure 4. Time dependence of Rf in feed phase, Rm in membrane phase, and Rp in product phase in the facilitated counter transport of Cu(II) using benzoylacetone (a), 8-hydroxyquinoline (b), and tri-n-octylamine (c) as carriers. (Points, experimental values; line, model values).
Metals 06 00212 g004
Table 1. Rate constants for extraction (k1) and stripping (k2) processes, maximum flux (Jmax) extraction efficiency (EE), and stripping efficiency (SE) for the coupled transport of Cu(II) using different carriers.
Table 1. Rate constants for extraction (k1) and stripping (k2) processes, maximum flux (Jmax) extraction efficiency (EE), and stripping efficiency (SE) for the coupled transport of Cu(II) using different carriers.
MechanismCarrierk1 (h−1)k2 (h−1)Jmax (h−1)EE (%)SE (%)
Counter-transportHBA0.16790.21510.069698.196.1
Counter-transportHOQ0.08250.11430.035485.977.9
Co-transport(Oct3N)0.07160.09610.030381.871.8

Share and Cite

MDPI and ACS Style

León, L.; León, G.; Senent, J.; Guzmán, M.A. Kinetic Study of Copper(II) Simultaneous Extraction/Stripping from Aqueous Solutions by Bulk Liquid Membranes Using Coupled Transport Mechanisms. Metals 2016, 6, 212. https://doi.org/10.3390/met6090212

AMA Style

León L, León G, Senent J, Guzmán MA. Kinetic Study of Copper(II) Simultaneous Extraction/Stripping from Aqueous Solutions by Bulk Liquid Membranes Using Coupled Transport Mechanisms. Metals. 2016; 6(9):212. https://doi.org/10.3390/met6090212

Chicago/Turabian Style

León, Loreto, Gerardo León, Javier Senent, and María Amelia Guzmán. 2016. "Kinetic Study of Copper(II) Simultaneous Extraction/Stripping from Aqueous Solutions by Bulk Liquid Membranes Using Coupled Transport Mechanisms" Metals 6, no. 9: 212. https://doi.org/10.3390/met6090212

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop