Rheological characterization of carbonate sludge slurries (Part II): evidence of Herschel-Bulkley behavior
Keywords:
carbonate sludge pulps, rheological behavior, Bingham model, Herschel-Bulkley modelAbstract
The rheological characterization of carbonated sludge pulps is essential for the design and optimization of pipeline transport systems in the Cuban mining-metallurgical industry. Previous studies have classified these suspensions as Bingham plastics based on limited shear rate ranges (16 s⁻¹ – 300 s⁻¹). This research presents an updated rheological characterization using the Herschel–Bulkley model, which accounts for nonlinear post-yield behavior over a broader shear rate spectrum (10 s⁻¹ –650 s⁻¹). Through an experimental analysis of 63 samples with solid concentrations (C) between 17 and 50 %, pH values ranging from 7,71 to 8,52, and polydispersity indices (s) from 0,713 to 0,985; it is demonstrated that the Herschel–Bulkley model provides a superior fit (R² > 0,99) compared to the Bingham model (R² ≤ 0,9823). The yield stress (τ₀) exhibits an exponential dependence on solid concentration with a critical transition around 30 %, while pH shows an asymptotic influence approaching the point of zero charge. From a practical standpoint, using the Bingham model overestimates the head loss by 13 % to 41 % (at 30 % and 50 % solids) relative to the Herschel–Bulkley model, which implies pump oversizing and higher-than-actual energy consumption. The developed empirical correlations [τ₀, K, n, μₐ = f (C, pH, s)] allow estimation of rheological parameters under typical operating conditions of the Comandante Pedro Sotto Alba Nickel Company with an error of < 4,4%.Downloads
References
ABC-News. (25 jul. 2024). Queensland Nickel creditors paid as Clive Palmer refinery business. [Consultado: 2/03/2026]. Disponible en: https://www.abc.net.au/news/2024-07-25/queensland-nickel-creditors-paid-clive-palmer-refinery-business/104138708.
Acquah, G., Skinner, W., Abaka-Wood, G., Spiridonov, P., Addai-Mensah, J., & Asamoah, R. (2026). Extraction of Nickel and Cobalt from Complex Low-Grade Lateritic Ores: Challenges and Opportunities. Minerals, 16(3), 287. DOI: https://doi.org/10.3390/min16030287.
Angulo-Palma, H. J., Legrá-Legrá, A., Hernández-Pedrera, C., Lamorú-Urgellés, A., & Toro-Villarroel, N. (2020). Reducción de menas lateríticas utilizando como aditivo mezclas de carbón bituminoso y petróleo. Tecnología Química, 40(1), 91-101. Disponible en: http://scielo.sld.cu/pdf/rtq/v40n1/2224-6185-rtq-40-01-93.pdf.
Angulo-Palma, H. J., Saldana, M., Legrá, Á. L., Urgellés, A. L., Pedrera, C. H., Gallegos, S., Galleguillos, F. M. M. & Toro, N. (2025a). Kinetic behaviour of the roasting/selective reduction process with the use of a mixture of bituminous coal and fuel oil as the additive. Hemijska industrija, 79(2), 69-77. DOI: https://doi.org/10.2298/HEMIND240918005A.
Angulo-Palma, H. J. (2024). Sustitución del petróleo aditivo por carbón bituminoso en el proceso de tostación/reducción de la tecnología Caron. (Tesis Doctoral, Universidad de Oriente, Santiago de Cuba).
Angulo-Palma, H. J. Legrá, A. L., Urgellés, A. L., Gálvez, E., & Castillo, J. (2022). Post-combustion Effect on Nickel and Cobalt Extractions from the Caron Process. In: Bindhu V., R. S. Tavares J. M., Ţălu Ş. (eds) Proceedings of Fourth International Conference on Inventive Material Science Applications. Advances in Sustainability Science and Technology. Springer, Singapore, p. 515-527. DOI: https://doi.org/10.1007/978-981-16-4321-7_43.
Angulo-Palma, H. J., Legrá, Á. L., Urgellés, A. L., Pedrera, C. H., Gallegos, S., Galleguillos, M. F. M., & Toro, N. (2024). Use of a mixture of coal and oil as an additive for selective reduction of lateritic ore by the Caron process. Hemijska industrija, 78(1), 17-27. DOI: https://doi.org/10.2298/HEMIND230118017A.
Angulo-Palma, H. J., Toro, N., Castillo, J., Galleguillos Madrid, F. M., Salazar, I., Jamett, I., ... & Saldana, M. (2025b). New evidence of the effect of postcombustion during roasting/reduction of Nickel-Bearing Lateritic Ores. Processes, 13, 2602. DOI: https://doi.org/10.3390/pr13082602.
Angulo-Palma, H. J., Salazar, I., Saldana, M., Castillo, J., Madrid, F. M. G., Leiva, W., ... & Toro, N. (2026). New Model to Predict Nickel Extraction from Lateritic Ores During the Roasting–Reduction of the Caron Process. Minerals, 16(3), 278. DOI: https://doi.org/10.3390/min16030278.
Angulo-Palma, H. J., Legrá-Legrá, A. & Coello-Velázquez, A. L. (2020). Efecto de la sustitución del petróleo aditivo por el carbón bituminoso en el proceso de molienda de los minerales lateríticos. Sinergia Académica, 3(2), 22-31. DOI: https://doi.org/10.51736/sa.v3i2.16.
Angulo-Palma, H. J., Legrá-Legrá, A., & Hernández-Pedrera, C. (2021). Modelos para determinar variables importantes en el proceso Caron. Parte I: Consumo específico de energía en molienda. Opuntia Brava, 13(3), 149-157. Disponible en: http://200.14.53.83/index.php/opuntiabrava/article/view/1401/1690.
Angulo-Palma, H. J., Legrá-Legrá, A., Hernández-Pedrera, C., Lamorú-Urgellés, A. & Vega-Cala, J. R. (2018). Efecto de la sustitución del petróleo aditivo por carbón bituminoso en el proceso de reducción de lateritas. Tecnología Química, 38(3), 613-625. Disponible en: http://scielo.sld.cu/pdf/rtq/v38n3/rtq15318.pdf.
Angulo-Palma, H. J., Legrá-Legrá, A., Navarro-Consuegra, M. A., Cisneros-Sánchez, D. & Hernández-Pedrera, C. (2025c). Efecto de la sustitución del petróleo aditivo por el carbón bituminoso en la sedimentación del proceso Caron. Tecnología Química, 45, 391-401. Disponible:https://tecnologiaquimica.uo.edu.cu/index.php/tq/article/download/5482/4929.
Baeza-Guzmán, Y., Camargo-Ricalde, S. L., Trejo-Aguilar, D. & Manuel-Montaño, N. (2025). Pine Forest Plantations in the Neotropics: Challenges and Potential Use of Ectomycorrhizal Fungi and Bacteria as Inoculants. J. Fungi, 11, 393. DOI: https://doi.org/10.3390/jof11050393.
Canterford, J. (1983). Oxide Ores of Nickel—The Australian Situation. Mineral Procesing and Extractive Metallurgy Review, 1(1-2), 85-109. DOI: http://dx.doi.org/10.1080/08827508308952590.
Caron, M. H. (1924). Process of recovering values from nickel and cobalt-nickel ores. U.S. Patent No. 1,487,145. Disponible en https://patents.google.com/patent/US1487145A/en.
Caron, M. H. (1950). Fundamental and practical factors in ammonia leaching of nickel and cobalt ores. JOM-Journal of the Minerals, Metals and Materials Society, 2, 67-90. DOI: http://dx.doi.org/10.1007/BF03398981.
Castellanos-Suárez, J. (1984a). Reducción selectiva de los minerales serpentiníticos empleando aditivos. Revista Tecnológica, 14, 39-43.
Castellanos-Suárez, J. (1984b). Cinética de la reducción de los minerales oxidados de níquel en Cuba. Minería y Geología, 2(2), 197-222. Disponible: http://revista.ismm.edu.cu/index.php/revistamg/article/download/340/1364/4894.
Castellanos-Suárez, J. (1985). Efectividad de la utilización de petróleo aditivo como agente reductor en el proceso Caron. Minería, 15(1), 71-75.
Chandra, D., Siemens, R. E. & Ruud, C. O. (1980). Electron-Optical Characterization of Laterites Treated with a Reduction-Roast/Ammoniacal-Leach System. JOM, 32, 26-33. DOI: https://doi.org/10.1007/BF03354571.
Chi, D., Yu, J., Han, Y., Dong, Z., Gao, P., & Li, Y. (2026). Hydrometallurgical Technologies of Limonitic Nickel Laterite Ore for Carbon-Neutral Metallurgy: A Review. JOM-Journal of the Minerals, Metals and Materials Society. DOI: https://doi.org/10.1007/s11837-026-08139-2.
Coello-Velázquez, A.L., Llorente-Arce, L., García, A. & Campos, L. (2020). Efecto del petróleo aditivo en los indicadores energo-tecnológicos en los circuitos cerrados de molienda del mineral laterítico a nivel industrial. Minería y Geología, 36(3), 316-327. Disponible en: http://scielo.sld.cu/pdf/mg/v36n3/1993-8012-mg-36-03-316.pdf.
De Alvarenga-Oliveira, V., Dos-Santos, C. G. & De Albuquerque-Brocchi, E. (2019). Assessing the influence of NaCl on the reduction of a siliceous laterite nickel ore under Caron process conditions. Metallurgical and Materials Transactions B, 50(3), 1309-1321. DOI: https://doi.org/10.1007/s11663-019-01552-w.
De Graaf, J. (1979). The treatment of lateritic nickel ores—a further study of the caron process and other possible improvements: Part I. Effect of reduction conditions. Hydrometallurgy, 5(1), 47-65. DOI: https://doi.org/10.1016/0304-386X(79)90027-6.
Durán-Manual, F., Espinosa, J., Pérez-Pereda, E., Mediavilla, O., Geada-López, G., Dejene, T., ... & Martínez-Becerra, L. W. (2022). Prescribed burning in Pinus cubensis-dominated tropical natural forests: a myco-friendly fire-prevention tool. Forest Systems, 31(2), e012. DOI: https://doi.org/10.5424/fs/2022312-19318.
EXCELÊNCIA-NOTÍCIAS. 21 jun. 2024. CBA e Wave Nickel anunciam cancelamento da venda da planta da antiga Votorantim Metais em Niquelândia. [Consultado: 2/03/2026]. Disponible en: https://excelencianoticias.com.br/2024/06/21/cba-e-wave-nickel-anunciam-cancelamento-da-venda-da-planta-da-antiga-votorantim-metais-em-niquelandia.
Fernández-Pedroso, A.L., Vidal-Corona, A.M., García-García, T. & Pérez-Cabrera, I. (2025). Inventario de las áreas cubiertas de marabú, con fines energéticos, mediante la aplicación de SIGs. Revista Forestal Baracoa, 44, 1-5. Disponible en: https://www.forestbaracoa.edicionescervantes.com/index.php/fb/article/view/843/971.
Gómez-Hechavarría, J. L., Bécquer, E. R. & González, P. A. (2025). Nuevos registros de plantas para la flora de Cuba. Caribea, 1(1), 1-21. DOI: https://doi.org/10.70925/caribea1.1-21.
Grant, M. J. & Booth, A. (2009). A typology of reviews: an analysis of 14 review types and associated methodologies. Health Information and Libraries Journal, 26, 91-108. DOI: https://doi.org/10.1111/j.1471-1842.2009.00848.x.
Ilyas, S., Kim, H. & Srivastava, R. R. (2021). Carbothermic Reduction Roasting of a Low-Grade Nickel Laterite Ore in the Modified Caron Process. In: Anderson C. et al. (eds) Ni-Co 2021. The 5th International Symposium on Nickel and Cobalt. The Minerals, Metals & Materials Series. Springer, p. 317-328. DOI: https://doi.org/10.1007/978-3-030-65647-8_27.
Ilyas, S., Srivastava, R. R., Kim, H., Ilyas, N. & Sattar, R. (2020). Extraction of nickel and cobalt from a laterite ore using the carbothermic reduction roasting-ammoniacal leaching process. Separation and Purification Technology, 232, 115971. DOI: https://doi.org/10.1016/j.seppur.2019.115971.
Jiménez-Arce, A. (2025). Reducción de los minerales lateríticos. (Trabajo de Diploma, Universidad de Oriente, Santiago de Cuba).
Llansana, H. A., Navarro, E. L. & Pérez, I. M. R. (2009). Reseña histórica de la sustitución del gas de carbón antracita como reductor por petróleo añadido directamente al mineral. Tecnología Química, Edición Especial, 22-30. Disponible en: https://tecnologiaquimica.uo.edu.cu/index.php/tq/article/download/1209/1189.
Méndez-Santos, I. E., Moya-López, C. E., Roquero-Gracía, L. (2022). Primeras evidencias científicas de la presencia del marabú (Dichrostachys cinerea) en Cuba. Anales de la Academia de Ciencias de Cuba, 12(3), e1130. Disponible en: http://www.revistaccuba.cu/index.php/revacc/article/view/1130.
Miranda-López, J. (2025). Desarrollo histórico del proceso de calcinación reductora de los minerales en un Horno tipo Nichols-Herreshoff. Tecnología Química, 45, 444-459. Disponible en: http://scielo.sld.cu/pdf/rtq/v45/2224-6185-tq-45-444.pdf.
Ramírez-Pérez, I. M. & Ramírez-Serrano, B. (2021). Efecto de la postcombustión sobre los principales índices técnico-económicos en un horno Herreshoff para la producción de níquel. Minería y Geología, 37(4), 426-444. Disponible en: http://scielo.sld.cu/pdf/mg/v37n4/1993-8012-mg-37-04-426.pdf.
Reid, J. G. & Fittock, J. E. (2004). Yabulu 25 years on. In: International Laterite Nickel Symposium 2004. The Minerals, Metals & Materials Society, 599-618. ISBN: 0-87339-550-6.
Retirado-Mediaceja, Y.; Angulo-Palma, H. J.; Almenares-Reyes, R. S.; Pons-Herrera, J. A.; Hernández-Pedrera, C. (2026). Perspectivas futuras del uso de aditivos reductores en el proceso Caron. En: XII Simposio Internacional de Metalurgia y Materiales (METALMATER'26). XII Congreso internacional de aprovechamiento de recursos minerales (CINAREM´26). Moa.
Rodríguez, R. (2004). Reduction in energy cost in Cuban Caron Process Plants. In: International Laterite Nickel Symposium 2004. The Minerals, Metals & Materials Society, 657-664. ISBN: 0-87339-550-6.
Rojas-Vargas, A., Palma, H. J. A., AlJaberi, F. Y., Salman, A. D., Alardhi, S. M., Mohammed, M. M., ... & Ali, O. I. (2025). Nickel Mining: Studying the Kinetics and Modeling of Extraction Process from Laterite Ore. South African Journal of Chemical Engineering, 53, 362-372. DOI: https://doi.org/10.1016/j.sajce.2025.06.002.
Rojas-Vargas, A., Sánchez-Guillén, C., Magaña-Haynes, M. E. & Hernández-Pedrera, C. (2021). Extracción potencial de níquel y cobalto con mineral laterítico de mina “Pinares de Mayarí” en la tecnología Caron. Parte I. Tecnología Química, 41(3), 519-531. Disponible en: http://scielo.sld.cu/pdf/rtq/v41n3/2224-6185-rtq-41-03-519.pdf.
Rojas-Vargas, A., Sánchez-Guillén, C., Magaña-Haynes, M. E., & Hernández-Pedrera, C. (2022). Extracción potencial de níquel y cobalto con mineral laterítico de mina “Pinares de Mayarí” en la tecnología Caron. Parte II. Tecnología Química, 42(3), 405-419. Disponible en: http://scielo.sld.cu/pdf/rtq/v42n3/2224-6185-rtq-42-03-405.pdf.
Sánchez-Guillén, C., Gainza-Delgado, Y. & Magaña-Haynes, M. E. (2020). Utilización de petcoke como aditivo en la reducción de minerales a escala de laboratorio. Tecnología Química, 40(2), 442-451.
Tittle-Basulto, L. (2018). Evaluación de la sustitución de fuel-oil por finos de carbón antracita como aditivo en la empresa Comandante Ernesto Che Guevara. (Trabajo de Diploma, Instituto Superior Minero Metalúrgico de Moa). Disponible en: https://ninive.ismm.edu.cu/bitstream/handle/123456789/1706/TittleBasulto.pdf?sequence=1.
Valero-Jorge, A., González-De Zayas, R., Matos-Pupo, F., Becerra-González, A. L., & Álvarez-Taboada, F. (2024). Mapping and Monitoring of the Invasive Species Dichrostachys cinerea (Marabú) in Central Cuba Using Landsat Imagery and Machine Learning (1994–2022). Remote Sensing, 16(5), 798. DOI: https://doi.org/10.3390/rs16050798.
Valix, M. & Cheung, W. (2002a). Effect of sulfur on the mineral phases of laterite ores at high temperature reduction. Minerals Engineering, 15, 523–530. DOI: https://doi.org/10.1016/S0892-6875(02)00069-9.
Valix, M. & Cheung, W. (2002b). Study of phase transformation of laterite ores at high temperature. Minerals Engineering, 15, 607–612. DOI: https://doi.org/10.1016/S0892-6875(02)00068-7.
Xiong, X., Ma, B., Li, X., Yu, J., Shi, L., Wang, C. & Chen, Y. (2024). Hydrometallurgical process and recovery of valuable elements for limonitic laterite: A review. Chinese Journal of Chemical Engineering, 73, 189-201. DOI: https://doi.org/10.1016/j.cjche.2024.05.011.
Yang, J. (2014). Selective Reduction of Laterite Ore. (Doctoral dissertation, University of New South Wales, Sydney, Australia). DOI: http://dx.doi.org/https://doi.org/10.26190/unsworks/17225.
Zevgolis, E. N. & Daskalakis, K. A. (2022). The Nickel Production Methods from Laterites and the Greek Ferronickel Production among Them. Materials Proceedings, 5(1), 104. DOI: https://doi.org/10.3390/materproc2021005104.
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Copyright (c) 2026 Rodney Martínez-Rojas, Arístides Alejandro Legrá-Lobaina, Leonel Rafael Garcell-Puyans, Gabriel Hernández-Ramírez, Héctor Luis Laurencio-Alfonso, Jorge Luis Reyes-de la Cruz, Gerardo Ruiz-Chavarria, Yoalbys Retirado-Mediaceja

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