Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates

Authors

DOI:

https://doi.org/10.33448/rsd-v12i1.39831

Keywords:

Fuerstenau cell; Cottonseed oil; Quick analysis; Lagrange multipliers.

Abstract

Microflotation campaign of a synthetic binary mixture of hematite and dolomite was carried out in order to evaluate the potential of saponified cottonseed oil as a collector. Hematite content was determined by expeditious methods, namely image analysis, pycnometry, and carbonate thermolysis by calcination. An algebraic reconciliation algorithm of redundant data (via Lagrange multipliers) was developed to treat the raw data from the different analytical techniques, aiming to increase the accuracy of the results, with the additional piece of information arising from product weighing, by introducing a dummy variable. At the stage of the study reported here, the physicochemical conditions for the selective flotation of hematite were not optimized; however, the results showed potential (both under acid and alkaline conditions) for the selective anionic flotation of the hematite/dolomite system. Prospective tests evaluating the analytical techniques employed showed pycnometry and calcination tended to be more reliable methods. Although the imaging method has shown promise, it still lacks some improvement in procedure for greater accuracy. The minimization of closure errors in mass balancing by using the mentioned optimization algorithm under constraints showed to be very relevant for the adequate evaluation of the separation process, using very small samples, as in the case of microflotation.

Author Biographies

Bruna de Oliveira Gomes, Universidade Federal de Ouro Preto

Technician in Industrial Chemistry (2011) from the Federal Center for Technological Education of Minas Gerais, graduated in Mining Engineering (2020) and master's degree in Mineral Engineering (2022) from the Federal University of Ouro Preto. She has experience in physical-chemical methods of ore concentration and has been conducting research on the use of natural inputs for the iron ore flotation process.

Fernanda Bento Sales, Universidade Federal de Ouro Preto

She is currently a student of the Mining Engineering course at the Federal University of Ouro Preto. She was a scientific initiation fellow in the project “Crambe oil in the flotation of oxidized minerals” and is currently a technological initiation fellow in the research “Ultrasound in flotation”.

Felipe de Orquiza Milhomem, Universidade Federal do Mato Grosso

He has a degree in Mining Engineering and Environment from the Federal University of Pará (2010) and master's degree (2013) and doctorate (2020) in Mineral Engineering from the Graduate Program in Mineral Engineering at the Federal University of Ouro Preto (2013). He served as a professor at the Federal Institute of Minas Gerais, Ouro Preto campus, where he taught the subjects Mineral Research, Mineral Technology and Environment (2012 to 2014) and the Federal Institute of Goiás — Goiânia Campus, teaching the subjects of Mining I, Mining II, Applied Informatics and Applied Informatics II. He is currently a professor in the Mining Engineering course at the Federal University of Mato Grosso.

 

References

Aliyu1, W. A., Hossain, Md. I., & Specht, E. (2022) Numerical Approach in Determination of Thermophysical Material Properties in Decomposition of Lumpy Dolomite Particles. Proceedings of the 9th International Conference on Fluid Flow, Heat and Mass Transfer (FFHMT’22), Niagara Falls, Canada. 198. 10.11159/ffhmt22.198

Brandão, P. R. G., Caires, L. G., & Queiroz, D. S. B. (1994). Vegetable lipid oil-based collectors in the flotation of apatite ores. Minerals Engineering. 7(7); 917-925.

Chudacek, M. W., Fichera, M. A., Rosa, M. D., & Silva, R. V. G. (1992). Flotation testing: from pure minerals to real ores. In: encontro nacional de tratamento de minérios e hidrometalurgia.

Costa, D. S. (2012). Uso de óleos vegetais amazônicos na flotação de minérios fosfáticos. PhD Thesis. Universidade Federal de Minas Gerais, Belo Horizonte.

David, P. Shoemaker, D. P., Garland, C.W., & Nibler, J. W. (1996). Experiments in Physical Chemistry (Sixth Edition). McGraw-Hill: New York, 1996. xii + 778 pp. ISBN 0-07-057074-4.

Drzymala, J. (1994a). Characterization of materials by Hallimond tube flotation. Part 1: maximum size of entrained particles. International Journal of Mineral Processing, 42(3-4), 139-152. https://doi.org/10.1016/0301-7516(94)00036-0

Drzymala, J. (1994b). Characterization of materials by Hallimond tube flotation. Part 2: maximum size of floating particles and contact angle. International Journal of Mineral Processing, 42 (1994) 153-167.

Erhan, S. Z. (2005). Industrial uses of vegetable oils. Champaign, Illinois: American Oil Chemists’ Society.

Fuerstenau, M. C. (1964). An improved micro-flotation technique. Engineering and Mining Journal; 165(11);108-9.

Gaudin, A. M. (1975). Principles of Mineral Dressing. New Delhi: Tata McGraw-Hill. xi, 554 pages, il.

Hodouin, D. (2010). Process Observers and Data Reconciliation Using Mass and Energy Balance Equations. In: Sbárbaro, D., Del Villar, R. (eds) Advanced Control and Supervision of Mineral Processing Plants. Advances in Industrial Control. Springer, London. https://doi.org/10.1007/978-1-84996-106-6_2

Leja, J. (2004). Surface chemistry of froth flotation, (2aed.) Kluwer Academic/Plenum Publishers.

Leonel, C. M. L. (2011). Estudo de Processo de Calcinação como Operação Unitária Adicional na Pelotização de Minérios de Ferro com Altos Valores de PPC. PhD Thesis. Universidade Federal de Minas Gerais. Belo Horizonte.

Luz, J. A. M. (1996). Flotação Aniônica de Rejeito Itabirítico: Estudo de Reagentes Alternativos e Modelamento Polifásico do Processo. PhD Thesis. Universidade Federal de Minas Gerais. Belo Horizonte.

Luz, J. A. M. (1999). Uso de vazões na compatibilização de teores via multiplicadores de Lagrange. Revista Escola de Minas – REM; 5(4); 269-274.

Luz, J. A. M. (2016). Flotation of Iron Ore. In: Colás, R., Totten, G. E. (Ed.). Encyclopedia of Iron, Steel, and Their Alloys. Taylor & Francis, 2016, v.2, p. 1249-1288.

Milhomem, F. O. (2020). Cinética De Flotação No Sistema Hematita E Quartzo Com Uso De Óleos Vegetais. Phd Thesis. Universidade Federal De Ouro Preto, Ouro Preto.

Milhomem, F. O., & Luz, J. A. M. (2018). Colorimetric Image Analysis for Hematite Grade Estimation. Journal of Materials Education; 40; 155-162.

Millan, N. M., et al. (2016). Associação dos resultados de análise térmica e análise química de amostra de dolomita natural. In: X Congresso Brasileiro e IV Congresso Pan Americano de análise térmica e calorimetria. São Paulo, Brasil.

Neuppmann, P. H. (2019). Enriquecimento de finos hematíticos via flotação por carreador. Masters Thesis. Universidade Federal de Ouro Preto, Ouro Preto, 2019.

Rocha, G. M., Gonçalves, G. M. C., Ramos, K. S., Cota, T. G., & Lima, R. M. F. (2009). Caracterização física, química e mineralógica de uma amostra de minério de ferro de Brucutu. Tecnologia em Metalurgia, Materiais e Mineração, 16 (1); 88-94.

Rocha, J. M. P. (2008). Definição da tipologia e caracterização mineralógica e microestrutural dos itabiritos anfibolíticos das minas de Alegria da Samarco Mineração S.A. PhD Thesis. Universidade Federal de Minas Gerais, Belo Horizonte.

Salama, W., Aref, M. E., & Gaupp, R. (2015). Spectroscopic characterization of iron ores formed in different geological environments using FTIR, XPS, Mössbauer spectroscopy and thermoanalyses. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. 136, part C, 1816 – 1826.

Sampaio, J. A., & Almeida, S. L. M. (2008). Calcário e dolomito. In: Rochas e Minerais Industriais no Brasil: usos e especificações. (2a ed.): CETEM/MCTI, 363-387.

Silva, A. C., Silva E. M. S., Silva, T. C., & Alves, B. E. (2015). Apatite microflotation using pequi oil. Mineral Processing and Extractive Metallurgy, 124(4); 233-239.

Soares, R. A. L., Nascimento, R. M., Paskocimas, C. A., & Castro, R. J. S. (2014). Avaliação da adição de dolomita em massa de cerâmica de revestimento de queima vermelha. Cerâmica, 90, 516 – 523.

Souza, M. O. G., Santos, M. V. R., Castro, L. M. F., & Silva, C. P. (2020). Production and in situ transformation of hematite into magnetite from the thermal decomposition of iron nitrate or goethite mixed with biomass. Journal of Thermal Analysis and Calorimetry. 139, 1731 – 1739.

Vasebi, A., Poulin, E., & Hodouin, D. (2012). Dynamic data reconciliation in mineral and metallurgical plants. Annual Reviews in Control 36 (2012) 235–243.

Vieira, M., Lédo, P. G. S., Lima, R. F. S., Paulo, J. B. A., & Brandão, P. R. G. (2005). Flotação de calcita a partir de óleos vegetais regionais saponificados como agentes coletores. In: Anais do 6º Congresso Brasileiro de Engenharia Química em Iniciação Científica. Campinas, Brasil. Campinas: UNICAMP, 1-5.

Wills, B. A., & Napier–Munn, T. (2006). Mineral Processing Technology: An Introduction to the Practical Aspects of Ore Treatment and Mineral Recovery. (7a. ed.): Elsevier Science e Technology Books, 450 p.

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Published

12/01/2023

How to Cite

GOMES, B. de O. .; SALES, F. B. .; LUZ, J. A. M. da; MILHOMEM, F. de O. . Lagrangian reconciliation of expeditious analyzes on microflotation of hematite and dolomite by carboxylates. Research, Society and Development, [S. l.], v. 12, n. 1, p. e29912139831, 2023. DOI: 10.33448/rsd-v12i1.39831. Disponível em: https://rsdjournal.org/index.php/rsd/article/view/39831. Acesso em: 22 dec. 2024.

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Engineerings