MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE

Derya Öz Aksoy; Serhat Özdemir; Sabiha Koca; Hakan Çakmak; Pınar Aytar Çelik; Doç. Dr. Ahmet Çabuk; Hüseyin Koca

doi:10.31796/ogummf.1000345

TR EN

İKİ FARKLI TOPLAYICI İLE YAPILAN MANYEZİT FLOTASYON SÜREÇLERİNİN MODELLENMESİ: BİYOTOPLAYICI VE OLEAT

Abstract

Çevresel kaygılar artması, özellikle ince taneli cevherlerin geri kazanılması için yapılan flotasyon araştırmaları, geleneksel flotasyon reaktifleri yerine biyolojik kökenli alternatiflerin kullanıldığı “biyoflotasyon” çalışmalarını teşvik etmektedir. Pirit mineralinden başlayan biyoflotasyon uygulamaları zamanla birçok karbonatlı ve oksitli minerallere yayılmış, reaktif olarak kullanılan biyolojik maddeler ise mikroorganizmanın kendisinden metabolitlerine ve hatta hücre bileşenlerine kadar çeşitlenmiştir. Bu makalede, Bacillus subtilis'ten elde edilen surfaktinin manyezit flotasyonunda biyotoplayıcı olarak kullanımı araştırılmıştır. Biyoflotasyon çalışmalarının sonuçları, geleneksel manyezit toplayıcısı olan oleatın sonuçlarıyla karşılaştırılmıştır. Ayrıca istatistiksel tasarım yöntemleri ile süreç modelleri oluşturulmuş ve model verileri kullanılarak yapılan optimizasyon çalışmalarının doğrulama sonuçları bu modellerin istatistiksel olarak güçlü modeller olduğunu göstermiştir.

Keywords

Bacillus subtilis, biyoflotasyon, magnezit flotasyonu, sürfaktin, istatistiksel deney tasarımı

MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE

Abstract

As environmental concerns grow, flotation researches, particularly for the recovery of fine-grained ores, encourage "bioflotation" studies, in which biological origin alternatives are used instead of traditional flotation reactives. While bioflotation applications starting from the pyrite mineral have spread to many carbonate and oxide minerals over time, and biomaterials used as a bioreagent have diversified from the microorganism itself to its metabolites and even cell components. In this article, the use of surfactin derived from Bacillus subtilis as a bio-collector in the flotation of magnesite was investigated. The results of bioflotation studies were compared to those of oleate, traditional magnesite collector. Moreover, process models were created with statistical design methods, and the verification results of the optimization studies using model datas showed that these models were statistically strong.

Keywords

Bacillus subtilis, bioflotation, magnesite flotation, surfactin, statistical experiment design

Supporting Institution

TÜBİTAK ve ESOGÜ BAP

Project Number

119M711 ve 2019-2733

Thanks

This study was supported by Eskisehir Osmangazi University Scientific Research Projects Committee (Project No: 2019-2733) and the Scientific and Technological Research Council of Turkey (TUBITAK) (Project no:119M711)

References

Arima, K., Kakinuma, A., Tamura, G. (1968). Surfactin, a crystalline peptidelipid surfactant produced by Bacillus subtilis: Isolation, characterization and its inhibition of fibrin clot formation. Biochem. Biophys. Res. Commun., 31(3), 488-494. doi: https://doi.org/10.1016/0006-291X(68)90503-2
Amini, E., Hosseini, T.R., Oliazadeh, M., Kolahdoozan, M. (2009). Application of Acidithiobacillus ferrooxidans in coal flotation. Int. J. Coal Prep. Util., 29(6), 279-288. doi: https://doi.org/10.1080/19392690903558314
Atkins, A.S., Bridgwood, E.W., Davis, A.J., Pooley, F.D. (1987) A study of the suppression of pyritic sulphur in coal froth flotation by Thiobacillus ferrooxidans. Coal Prep., 5(1-2), 1-13. doi: https://doi.org/10.1080/07349348708945553
Attia, Y.A., Elzeky, M., Ismail, M. (1993). Enhanced separation of pyrite from oxidized coal by froth flotation using biosurface modification. Int. J. Miner. Process., 37, 61-71. doi: https://doi.org/10.1016/0301-7516(93)90005-U
Banat, I.M. (1995). Biosurfactants production and possible uses in microbial enhanced oil recovery and oil pollution remediation: A REVIEW. Bioresour. Technol., 51, 1-12. doi: https://doi.org/10.1016/0960-8524(94)00101-6
Behera, S.K., Mulaba-Bafubiandi, A.F. (2017). Microbes assisted mineral flotation a future prospective for mineral processing industries: A Review. Miner. Proc. Ext. Met., 38(2), 96-105. doi: https://doi.org/10.1080/08827508.2016.1262861
Bleeze, B., Zhao, J., Harmer, S.L. (2018). Selective attachment of Leptospirillum ferrooxidans for separation of chalcopyrite and pyrite through bio-flotation. Minerals, 8(3). doi: https://doi.org/10.3390/min8030086
Botero, A.E.C., Torem, M.L., de Mesquita, L.M.S. (2007). Fundamental studies of Rhodococcus opacus as a biocollector of calcite and magnesite. Miner. Eng., 20(10), 1026-1032. doi: https://doi.org/10.1016/j.mineng.2007.03.017
Botero, A.E.C., Torem, M.L., de Mesquita, L.M.S. (2008). Surface chemistry fundamentals of biosorption of Rhodococcus opacus and its effect in calcite and magnesite flotation. Miner. Eng., 21(1), 83-92. doi: https://doi.org/10.1016/j.mineng.2007.08.019
Cakmak, H., Gungormedi, G., Dikmen, G., Celik, P., Cabuk, A. (2017). The true methodology for rhamnolipid: Various solvents affect rhamnolipid characteristics. Eur. J. Lipid Sci. Technol., 110(10). doi: https://doi.org/10.1002/ejlt.201700002

Consuegra, G.L., Kutschke, S., Rudolph, M., Pollmann, K. (2020). Halophilic bacteria as potential pyrite bio-depressants in Cu-Mo bioflotation. Miner. Eng., 145., 1-7. doi: https://doi.org/10.1016/j.mineng.2019.106062
Davis, A.J., Atkins, A.S. (1988). A comparison between Thiobacillus ferrooxidans and biological by-products in the desulphurisation of coal fines in flotation. Resour. Conserv. Recycl., 1, 223-231. doi: https://doi.org/10.1016/0921-3449(88)90018-3
Dwyer, R., Bruckard, W.J., Rea, S., Holmes, R.J. (2012). Bioflotation and bioflocculation review: microorganisms relevant for mineral beneficiation. Miner. Proc. Ext. Met., 121(2), 65-71. doi: https://doi.org/10.1179/1743285512Y.0000000005
El Zeky, M., Attia, Y.A. (1987). Coal slurries desulfurization by flotation using Thiophilic bacteria for pyrite depression. Coal Prep., 5(1-2), 15-37. doi: https://doi.org/10.1080/07349348708945554
Farahat, M., Hirajima, T., Sasaki, K., Aiba, Y., Doi, K. (2008). Adsorption of SIP E. coli onto quartz and its applications in froth flotation. Miner. Eng., 21(5), 389-395. doi: https://doi.org/10.1016/j.mineng.2007.10.019
Farghaly, M., Abdel-Khalek, N., Abdel-Khalek, M., Selim, K., Abdullah, S. (2020). Physicochemical study and application for pyrolusite separation from high manganese-iron ore in the presence of microorganisms. Physicochem. Probl. Miner. Process., 57(1), 273-284. doi: https://doi.org/10.37190/ppmp/131944
Gautam, K.K., Tyagi, V.K. (2006). Microbial Surfactants: A Review. J. Oleo Sci., 55(4), 155-166. doi: https://doi.org/10.5650/jos.55.155
Gholami, A., Khoshdast, H. (2020). Using artificial neural networks for the intelligent estimation of selectivity index and metallurgical responses of a sample coal bioflotation by rhamnolipid biosurfactants. Energy Sources A: Recovery Util. Environ. Eff., 1-19. doi: https://doi.org/10.1080/15567036.2020.1857477
Khuri, A. and Mukhopadhyay, S. (2010) Response surface methodology. Wiley Interdiscip. Rev. Comput. Stat. 2(2), 128-149. doi: https://doi.org/10.1002/wics.73
Kim, G., Park, K., Choi, J., Gomez-Flores, A., Han, Y., Choi, S.Q., Kim, H. (2015). Bioflotation of malachite using different growth phases of Rhodococcus opacus: Effect of bacterial shape on detachment by shear flow. Int. J. Miner. Process., 143, 98-104. doi: https://doi.org/10.1016/j.minpro.2015.09.012
Kinnunen, P., Miettinen, H., Bomberg, M. (2020). Review of potential microbial effects on flotation. Minerals, 10(6), 1-14. doi: https://doi.org/10.3390/min10060533
La Vars, S.M., Quinton, J.S., Harmer, S.L. (2021). Surface characterisation of pyrite exposed to A. brierleyi. Miner. Eng., 168, 1-10. doi: https://doi.org/10.1016/j.mineng.2021.106934
Lopez, L.Y., Merma, A.G., Torem, M.L., Pino, G.H. (2015). Fundamental aspects of hematite flotation using the bacterial strain Rhodococcus ruber as bioreagent. Miner. Eng., 75, 63-69. doi: https://doi.org/10.1016/j.mineng.2014.12.022
Mehrabani, J.V., Mousavi, S.M., Noaparast, M. (2011). Evaluation of the replacement of NaCN with Acidithiobacillus ferrooxidans in the flotation of high-pyrite, low-grade lead-zinc ore. Sep. Purif. Technol., 80(2), 202-208. doi: https://doi.org/10.1016/j.seppur.2011.04.006
Merma, A.G., Torem, M.L., Moran, J.J.V., Monte, M.B.M. (2013). On the fundamental aspects of apatite and quartz flotation using a Gram positive strain as a bioreagent. Miner. Eng., 48, 61-67. doi: https://doi.org/10.1016/j.mineng.2012.10.018
Nagaoka, T., Ohmura, N., Saiki, H. (1999). A novel mineral flotation process using Thiobacillus ferrooxidans. Appl. Environ. Microbiol., 65(8), 3588-3593. doi: https://doi.org/10.1128/AEM.65.8.3588-3593.1999
Natarajan, K.A., Padukone, S.U. (2012). Microbially-induced separation of quartz from hematite using yeast cells and metabolites. Miner. Metall. Proc., 29(2), 81-87. doi: https://doi.org/10.1007/BF03402398
Ohno, A., Ano, T., Shoda, M. (1995). Production of a Lipopeptide Antibiotic, Surfactin, by Recombinant Bacillus subtilis in Solid State Fermentation. Biotechnol. Bioeng., 47(2), 209-214. doi: https://doi.org/10.1002/bit.260470212
Otsuki, A. (2016). Use of microorganisms for complex ore beneficiation: Bioflotation as an example, In Encyclopedia of Biocolloid and Biointerface Science, ed. Ohshima, H., 1 ed, pp. 108-117. doi: https://doi.org/10.1002/9781119075691.ch8
Pereira, A.R.M., Hacha, R.R., Torem, M.L., Merma, A.G., Silvas, F.P.C., Abhilash, A. (2021). Direct hematite flotation from an iron ore tailing using an innovative biosurfactant. Sep. Sci. Technol., 1-11. doi: https://doi.org/10.1080/01496395.2021.1873374
Rahman, P.K.S.M., Gakpe, E. (2008). Production, characterisation and applications of biosurfactants-Review. Biotechnology, 7(2), 360-370. doi: https://doi.org/10.3923/biotech.2008.360.370
Razafindralambo, H., Paquot, M., Baniel, A., Popineau, Y., Hbid, C., Jacques, P., Thonart, P. (1996). Foaming properties of surfactin, a lipopeptide biosurfactant from Bacillus subtilis. J. Am. Oil Chem. Soc., 73(1), 149-151. doi: https://doi.org/10.1007/BF02523463
Santhiya, D., Subramanian, S., Natarajan, K.A. (2002). Surface chemical studies on sphalerite and galena using extracellular polysaccharides isolated from Bacillus polymyxa. J. Colloid Interface Sci., 256(2), 237-248. doi: https://doi.org/10.1006/jcis.2002.8681
Sanwani, E., Chaerun, S., Mirahati, R., Wahyuningsih, T. (2016). Bioflotation: Bacteria-mineral interaction for eco-friendly and sustainable mineral processing, In 5th International Conference on Recent Advances in Materials, Minerals and Environment, pp. 666-672. doi: https://doi.org/10.1016/j.proche.2016.03.068
Sarvamangala, H., Natarajan, K.A. (2011). Microbially induced flotation of alumina, silica/calcite from haematite. Int. J. Miner. Process., 99(1-4), 70-77. doi: https://doi.org/10.1016/j.minpro.2011.04.003
Shaligram, N.S., Singhal, R.S. (2010). Surfactin – A Review on Biosynthesis, Fermentation, Purification and Applications. Food Technol. Biotechnol., 48(2), 119-134.
Smith, R.W., Miettinen, M. (2006). Microorganisms in flotation and flocculation: Future technology or laboratory curiosity? Miner. Eng., 19(6-8), 548-553. doi: https://doi.org/10.1016/j.mineng.2005.09.007
Souza, E.C., Vessoni-Penna, T.C., de Souza Oliveira, R.P. (2014). Biosurfactant-enhanced hydrocarbon bioremediation: An overview. Int. Biodeterior. Biodegrad., 89, 88-94. doi: https://doi.org/10.1016/j.ibiod.2014.01.007
Townsley, C.C., Atkins, A.S., Davis, A.J. (1987). Suppression of pyritic sulphur during flotation tests using the bacterium Thiobacillus ferrooxidans. Biotechnol. Bioeng., 30, 1-8. doi: https://doi.org/10.1002/bit.260300102
Varjani, S.J., Upasani, V.N. (2016). Core Flood study for enhanced oil recovery through ex-situ bioaugmentation with thermo- and halo-tolerant rhamnolipid produced by Pseudomonas aeruginosa NCIM 5514. Bioresour. Technol., 220, 175-182. doi: https://doi.org/10.1016/j.biortech.2016.08.060
Vasanthakumar, B., Ravishankar, H., Subramanian, S. (2014). Basic studies on the role of components of Bacillus megaterium as flotation biocollectors in sulphide mineral separation. Appl. Microbiol. Biotechnol., 98(6), 2719-2728. doi: https://doi.org/10.1007/s00253-013-5251-9
Vecino, X., Devesa-Rey, R., Cruz, J.M., Moldes, A.B. (2013). Evaluation of biosurfactant obtained from Lactobacillus pentosus as foaming agent in froth flotation. J. Environ. Manage., 128, 655-660. doi: https://doi.org/10.1016/j.jenvman.2013.06.011
Whang, L.M., Liu, P.W., Ma, C.C., Cheng, S.S. (2008). Application of biosurfactants, rhamnolipid, and surfactin, for enhanced biodegradation of diesel-contaminated water and soil. J. Hazard. Mater., 151(1), 155-163. doi: https://doi.org/10.1016/j.jhazmat.2007.05.063
Yang, H., Li, T., Tang, Q., Wang, C., Ma, W. (2013). Development of a bio-based collector by isolating a bacterial strain using flotation and culturing techniques. Int. J. Miner. Process., 123, 145-151. doi: https://doi.org/10.1016/j.minpro.2013.06.004
Yang, Z., Feng, Y., Li, H., Wang, W., Teng, Q. (2014). Effect of biological pretreatment on flotation recovery of pyrolusite. Trans. Nonferrous Met. Soc. China, 24(5), 1571-1577. doi: https://doi.org/10.1016/S1003-6326(14)63227-1
Yehia, A., Khalek, M.A., Ammar, M. (2017). Cellulase as a new phosphate depressant in dolomite-phosphate flotation. Physicochem. Probl. Miner. Process., 53(2), 1092-1104. doi: https://doi.org/10.5277/ppmp170232
Zhao, J.M., Wu, W.J., Zhang, X., Zhu, M.L., Tan, W.S. (2017). Characteristics of bio-desilication and bio-flotation of Paenibacillus mucilaginosus BM-4 on aluminosilicate minerals. Int. J. Miner. Process., 168, 40-47. doi: https://doi.org/10.1016/j.minpro.2017.09.002
Zheng, X., Arps, P.J., Smith, R.W. (2001). Adhesion of two bacteria onto dolomite and apatite: their effect on dolomite depression in anionic flotation. Int. J. Miner. Process., 62, 159-172. doi: https://doi.org/10.1016/S0301-7516(00)00050-8

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Derya Öz Aksoy ^*
0000-0003-0604-3661
Türkiye

Serhat Özdemir
0000-0002-9238-0658
Türkiye

Sabiha Koca
0000-0002-9115-0957
Türkiye

Hakan Çakmak
0000-0002-5642-0982
Türkiye

Pınar Aytar Çelik
0000-0002-9447-1668
Türkiye

Doç. Dr. Ahmet Çabuk
0000-0002-4619-6948
Türkiye

Hüseyin Koca
0000-0002-4020-0176
Türkiye

Publication Date

April 15, 2022

Submission Date

September 24, 2021

Acceptance Date

November 10, 2021

Published in Issue

Year 2022 Volume: 30 Number: 1

DOI

https://doi.org/10.31796/ogummf.1000345

IZ

https://izlik.org/JA36CY34XF

APA

Öz Aksoy, D., Özdemir, S., Koca, S., Çakmak, H., Aytar Çelik, P., Çabuk, D. D. A., & Koca, H. (2022). MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, 30(1), 106-114. https://doi.org/10.31796/ogummf.1000345

AMA

1.Öz Aksoy D, Özdemir S, Koca S, et al. MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. 2022;30(1):106-114. doi:10.31796/ogummf.1000345

Chicago

Öz Aksoy, Derya, Serhat Özdemir, Sabiha Koca, et al. 2022. “MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi 30 (1): 106-14. https://doi.org/10.31796/ogummf.1000345.

EndNote

Öz Aksoy D, Özdemir S, Koca S, Çakmak H, Aytar Çelik P, Çabuk DDA, Koca H (April 1, 2022) MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 30 1 106–114.

IEEE

[1]D. Öz Aksoy et al., “MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE”, Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, vol. 30, no. 1, pp. 106–114, Apr. 2022, doi: 10.31796/ogummf.1000345.

ISNAD

Öz Aksoy, Derya - Özdemir, Serhat - Koca, Sabiha - Çakmak, Hakan - Aytar Çelik, Pınar - Çabuk, Doç. Dr. Ahmet - Koca, Hüseyin. “MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 30/1 (April 1, 2022): 106-114. https://doi.org/10.31796/ogummf.1000345.

JAMA

1.Öz Aksoy D, Özdemir S, Koca S, Çakmak H, Aytar Çelik P, Çabuk DDA, Koca H. MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. 2022;30:106–114.

MLA

Öz Aksoy, Derya, et al. “MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE”. Eskişehir Osmangazi Üniversitesi Mühendislik Ve Mimarlık Fakültesi Dergisi, vol. 30, no. 1, Apr. 2022, pp. 106-14, doi:10.31796/ogummf.1000345.

Vancouver

1.Derya Öz Aksoy, Serhat Özdemir, Sabiha Koca, Hakan Çakmak, Pınar Aytar Çelik, Doç. Dr. Ahmet Çabuk, Hüseyin Koca. MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi. 2022 Apr. 1;30(1):106-14. doi:10.31796/ogummf.1000345

MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE

İKİ FARKLI TOPLAYICI İLE YAPILAN MANYEZİT FLOTASYON SÜREÇLERİNİN MODELLENMESİ: BİYOTOPLAYICI VE OLEAT

Abstract

Keywords

MODELLING OF MAGNESITE FLOTATIONS WITH TWO DIFFERENT COLLECTORS: BIOCOLLECTOR AND OLEATE

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