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Optimization of reaction conditions for the electroleaching of manganese from low-grade pyrolusite

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Abstract

In the present study, a response surface methodology was used to optimize the electroleaching of Mn from low-grade pyrolusite. Ferrous sulfate heptahydrate was used in this reaction as a reducing agent in sulfuric acid solutions. The effect of six process variables, including the mass ratio of ferrous sulfate heptahydrate to pyrolusite, mass ratio of sulfuric acid to pyrolusite, liquid-to-solid ratio, current density, leaching temperature, and leaching time, as well as their binary interactions, were modeled. The results revealed that the order of these factors with respect to their effects on the leaching efficiency were mass ratio of ferrous sulfate heptahydrate to pyrolusite > leaching time > mass ratio of sulfuric acid to pyrolusite > liquid-to-solid ratio > leaching temperature > current density. The optimum conditions were as follows: 1.10:1 mass ratio of ferrous sulfate heptahydrate to pyrolusite, 0.9:1 mass ratio of sulfuric acid to pyrolusite, liquid-to-solid ratio of 0.7:1, current density of 947 A/m2, leaching time of 180 min, and leaching temperature of 73°C. Under these conditions, the predicted leaching efficiency for Mn was 94.1%; the obtained experimental result was 95.7%, which confirmed the validity of the model.

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References

  1. W.S. Zhang and C.Y. Cheng, Manganese metallurgy review. Part I: Leaching of ores/secondary materials and recovery of electrolytic/chemical manganese dioxide, Hydrometallurgy, 89(2007), No. 3–4, p. 137.

    Article  Google Scholar 

  2. S.C. Das, P.K. Sahoo, and P.K. Rao, Extraction of manganese from low-grade manganese ores by FeSO4 leaching, Hydrometallurgy, 8(1982), No. 1, p. 35.

    Article  Google Scholar 

  3. C. Abbruzzese, M.Y. Duarte, B. Paponetti, and L. Toro, Biological and chemical processing of low-grade manganese ores, Miner. Eng., 3(1990), No. 3–4, p. 307.

    Article  Google Scholar 

  4. A. Ekmekyapar, C. Asin, N. Demirkiran, A. Künkül, A. Baysar, and K. Ceylan, Reductive leaching of pyrolusite ore by using sawdust for production of manganese sulfate, Russ. J. Non-Ferrous. Met., 53(2012), No. 3, p. 211.

    Article  Google Scholar 

  5. F.F. Wu, H. Zhong, S. Wang, and S.F. Lai, Kinetics of reductive leaching of manganese oxide ore using cellulose as reductant, J. Cent. South Univ., 21(2014), No. 5, p. 1763.

    Article  Google Scholar 

  6. J.J. Song, G.C. Zhu, P. Zhang, and Y.N. Zhao, Reduction of low-grade manganese oxide ore by biomass roasting, Acta Metall. Sin. Engl. Lett., 23(2010), No. 3, p. 223.

    Google Scholar 

  7. A.A. Ismail, E.A. Ali, I.A. Ibrahim, and M.S. Ahmed, A comparative study on acid leaching of low grade manganese ore using some industrial wastes as reductants, Can. J. Chem. Eng., 82(2004), No. 6, p. 1296.

    Article  Google Scholar 

  8. C. Acharya, R.N. Kar, and L.B. Sukla, Studies on reaction mechanism of bioleaching of manganese ore, Miner. Eng., 16(2003), No. 10, p. 1027.

    Article  Google Scholar 

  9. Y.F. Han, X.M. Ma, W. Zhao, Y.K. Chang, X.X. Zhang, X.B. Wang, J.J. Wang, and Z.Y. Huang, Sulfur-oxidizing bacteria dominate the microbial diversity shift during the pyrite and low-grade pyrolusite bioleaching process, J. Biosci. Bioeng., 116(2013), No. 4, p. 465.

    Article  Google Scholar 

  10. A.E. Elsherief, A study of the electroleaching of manganese ore, Hydrometallurgy, 55(2000), No. 3, p. 311.

    Article  Google Scholar 

  11. M.A. Bezerra, R.E. Santelli, E.P. Oliveira, L.S. Villar, and L.A. Escaleira, Response surface methodology (RSM) as a tool for optimization in analytical chemistry, Talanta, 76(2008), No. 5, p. 965.

    Article  Google Scholar 

  12. R.L. Mason, R.F. Gunst, and J.L. Hess, Statistical Design and Analysis of Experiments: with Applications to Engineering and Science, 2nd Ed, John Wiley & Sons Incorporation, New Jersey, 2003, p. 728.

    Book  Google Scholar 

  13. M.D. Turan and H.S. Altundogan, Leaching of copper from chalcopyrite concentrate by using ammonium persulphate in an autoclave: determination of most suitable impeller type by using response surface methodology, J. Cent. South Univ., 20(2013), No. 3, p. 622.

    Article  Google Scholar 

  14. G.B. Liang, J.H. Tang, W.P. Liu, and Q.F. Zhou, Optimizing mixed culture of two acidophiles to improve copper recovery from printed circuit boards (PCBs), J. Hazard. Mater., 250–251(2013), p. 238.

    Article  Google Scholar 

  15. A.K. Das, V. Mandal, and S.C. Mandal, Design of experiment approach for the process optimisation of microwave assisted extraction of lupeol from ficus racemosa leaves using response surface methodology, Phytochem. Anal., 24(2013), No. 3, p. 230.

    Article  Google Scholar 

  16. M. Vaez, A.Z. Moghaddam, and S. Alijani, Optimization and modeling of photocatalytic degradation of azo dye using a response surface methodology (RSM) based on the central composite design with immobilized titania nanoparticles, Ind. Eng. Chem. Res., 51(2012), No. 11, p. 4199.

    Article  Google Scholar 

  17. X.Y. Guo, D. Li, Z. Wu, and Q.H. Tian, Application of response surface methodology in optimizaing the sulfation-roasting-leaching process of nickel laterite, Int. J. Miner. Metall. Mater., 19(2012), No. 3, p. 199.

    Article  Google Scholar 

  18. C. Iborra-Bernad, P. García-Segovia, and J. Martínez-Monzó, Effect of vacuum cooking treatment on physicochemical and structural characteristics of purple-flesh potato, Int. J. Food Sci. Technol., 49(2014), No. 4, p. 943.

    Article  Google Scholar 

  19. A. Shemi, S. Ndlovu, V. Sibanda, and L.D. van Dyk, Extraction of aluminium from coal fly ash: identification and optimization of influential factors using statistical design of experiments, Int. J. Miner. Process., 127(2014), p. 10.

    Article  Google Scholar 

  20. A. Lambert, P. Drogui, R. Daghrir, F. Zaviska, and M. Benzaazoua, Removal of copper in leachate from mining residues using electrochemical technology, J. Environ. Manage., 133(2014), p. 78.

    Article  Google Scholar 

  21. D.C. Montgomery, Design and Analysis of Experiments, 6th Ed, John Wiley & Sons Incorporation, New York, 2007, p. 405.

    Google Scholar 

  22. T.P. Ryan, Modern Engineering Statistics, John Wiley & Sons Incorporation, Hoboken, New Jersey, 2007, p. 382.

    Book  Google Scholar 

  23. H. Arellano-Garcia, J. Schoneberger, and S. Korkel, Optimal design of experiments in the chemical engineering, Chem. Ing. Tech., 79(2007), No. 10, p. 1625.

    Article  Google Scholar 

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Correspondence to Chang-yuan Tao.

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Zhang, Xr., Liu, Zh., Fan, X. et al. Optimization of reaction conditions for the electroleaching of manganese from low-grade pyrolusite. Int J Miner Metall Mater 22, 1121–1130 (2015). https://doi.org/10.1007/s12613-015-1176-x

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  • DOI: https://doi.org/10.1007/s12613-015-1176-x

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