Liquid-Metal Droplet Coalescence in Metallurgical Slags: A Critical Review of Interfacial Phenomena, Slag Properties, Hydrodynamics, Kinetics, and Metal Recovery

Authors

Antonio Clareti Pereira

PhD in Chemical Engineering, University of São Paulo (USP), Belo Horizonte, Minas Gerais (Brazil)

Article Information

DOI: 10.47772/IJRISS.2026.100701023

Subject Category: Chemical Engineering

Volume/Issue: 10/7 | Page No: 15007-15036

Publication Timeline

Submitted: 2026-08-06

Accepted: 2026-08-12

Published: 2026-08-19

Abstract

Metal losses to metallurgical slags arise from fundamentally different mechanisms: chemical dissolution in the oxide or salt phase and physical entrainment of discrete liquid-metal or matte droplets. This distinction is decisive because only the physically entrained fraction can be directly targeted by collision, coalescence, settling, or forced-separation strategies. This structured critical narrative review integrates a retained contemporary corpus of 108 publications from 2020 to August 2026, supplemented by four foundational pre-2020 mechanistic sources used only to anchor classical droplet-transport, breakup, coalescence, and population-balance concepts and excluded from the corpus count. The review examines how droplet generation, interfacial chemistry, slag rheology, hydrodynamics, and residence time jointly determine whether dispersed metal is recovered or discarded with slag. The review develops a Droplet–Interface–Slag–Hydrodynamics–Recovery (D–I–S–H–R) framework and emphasizes five coupled controls: droplet-size distribution, dynamic interfacial tension and wetting, slag viscosity and solid fraction, collision-versus-breakup hydrodynamics, and the time/force available for phase separation. Evidence from copper-slag cleaning, aluminum salt-flux processing, iron-droplet assembly, steel–slag emulsification, and supergravity separation shows that lower viscosity and larger droplets generally favor separation, but the response is non-monotonic because additives and mixing can simultaneously alter liquidus temperature, interfacial reactions, droplet breakup, oxidation, refractory interaction, and metal quality. A central conclusion is that “more mixing” is not equivalent to “more recovery”: useful operation requires a finite hydrodynamic window in which collision frequency is increased without creating a finer steady-state dispersion, followed by sufficient low-turbulence or forced-separation time. The literature remains limited by scarce in-situ droplet-size measurements, dynamic high-temperature interfacial data, closed metal balances, industrial validation of multiphase models, and standardized reporting of uncertainty. The proposed framework converts these gaps into a process decision sequence for diagnosing metal loss, conditioning slag, managing interfaces, tuning mixing, and providing adequate separation before tapping.

Keywords

liquid-metal droplets; metallurgical slag; coalescence; interfacial tension

Downloads

References

1. Avarmaa, K., Klemettinen, L., Michallik, R. M., & Lindberg, D. (2025). Solubility of gold in FeOₓ–SiO₂–Al₂O₃ slags at 1300 °C. Mineral Processing and Extractive Metallurgy Review, 46(8), 858–864. [Google Scholar] [Crossref]

2. Bao, S., Tangstad, M., Tang, K., Einarsrud, K. E., Syvertsen, M., Onsøien, M. I., Kudyba, A., & Bublik, S. (2021). Investigation of two immiscible liquids wetting at elevated temperature: Interaction between liquid FeMn alloy and liquid slag. Metallurgical and Materials Transactions B, 52, 2847–2858. [Google Scholar] [Crossref]

3. Biswas, J., Gu, K., & Coley, K. S. (2021). Decarburization of bloated droplets: An experimental study to understand the kinetics of decarburization of metallic iron droplets in FeO-containing CaO–SiO₂ slags. Metallurgical and Materials Transactions B, 52(6), 4215–4229. [Google Scholar] [Crossref]

4. Biswas, J., Gu, K., & Coley, K. S. (2022). Consideration of the competitive adsorption of oxygen and sulfur on the decarburization kinetics of Fe–C droplets in oxidizing slag. Metallurgical and Materials Transactions B, 53(6), 4087–4104. [Google Scholar] [Crossref]

5. Biswas, J., Hazaveh, P. K., & Coley, K. S. (2025). Slag electrical conductivity and its effect on mass transport and interfacial reaction kinetics. Steel Research International, 96(4), Article 2300701. [Google Scholar] [Crossref]

6. Bublik, S., Bao, S., Tangstad, M., & Einarsrud, K. E. (2021). Interfacial behaviour in ferroalloys: The influence of sulfur in FeMn and SiMn systems. Metallurgical and Materials Transactions B, 52, 3624–3645. [Google Scholar] [Crossref]

7. Bublik, S., Tangstad, M., & Einarsrud, K. E. (2022). Interfacial behaviour in ferroalloys: The influence of FeMn slag composition. Metallurgical and Materials Transactions B, 53(5), 3276–3291. [Google Scholar] [Crossref]

8. Çapkın, İ. Y., & Gökelma, M. (2023). An investigation on inclusions forming during remelting of aluminum and magnesium scraps under a salt flux. JOM, 75(10), 4269–4274. [Google Scholar] [Crossref]

9. Chang, S., Zou, Z., Liu, J., Isac, M., Cao, X. E., Su, X., & Guthrie, R. I. L. (2021). Study on the slag-metal interfacial behavior under the impact of bubbles in different sizes. Powder Technology, 387, 125–135. [Google Scholar] [Crossref]

10. Cheng, X., Qing, G., Zhao, Z., & Zhao, B. (2024). Fluid dynamics studies on bottom liquid detachment from a rising bubble crossing a liquid–liquid interface. Metals, 14(9), Article 1005. https://doi.org/10.3390/met14091005 [Google Scholar] [Crossref]

11. Chi, X., Liu, H., Xia, J., Chen, H., Yu, X., Weng, W., & Zhong, S. (2024). Breaking the Fe₃O₄-wrapped copper microstructure to enhance copper–slag separation. International Journal of Minerals, Metallurgy and Materials, 31(10), 2312–2325. https://doi.org/10.1007/s12613-024-2861-4 [Google Scholar] [Crossref]

12. Clift, R., Grace, J. R., & Weber, M. E. (1978). Bubbles, drops, and particles. Academic Press. ISBN 978-0-12-176950-5. No DOI was assigned to the original 1978 edition; the verified bibliographic record lists 380 pages and Academic Press as publisher. Google Books bibliographic record [Google Scholar] [Crossref]

13. Coulaloglou, C. A., & Tavlarides, L. L. (1977). Description of interaction processes in agitated liquid–liquid dispersions. Chemical Engineering Science, 32(11), 1289–1297. https://doi.org/10.1016/0009-2509(77)85023-9 [Google Scholar] [Crossref]

14. Dong, C., Guo, K., Cai, Q., Chen, R., Tian, W., Qiu, S., & Su, G. H. (2020). Simulation on mass transfer at immiscible liquid interface entrained by single bubble using particle method. Nuclear Engineering and Technology, 52(6), 1172–1179. https://doi.org/10.1016/j.net.2019.11.023 [Google Scholar] [Crossref]

15. Eguchi, T., Nishioka, N., & Takebe, H. (2023). Additive effect of Al₂O₃, CaO, and MgO on the viscosity of FeOₓ–SiO₂ slag melt (x = 1.0–1.5). Journal of Sustainable Metallurgy, 9(4), 1487–1498. https://doi.org/10.1007/s40831-023-00741-x [Google Scholar] [Crossref]

16. Eray, S., Keskinkılıç, E., Topkaya, Y. A., & Geveci, A. (2022). Recovery of iron from Turkish and Iranian red muds. JOM, 74(2), 456–464. https://doi.org/10.1007/s11837-021-05076-0 [Google Scholar] [Crossref]

17. Fang, W., Wan, Z., Hu, Z., Wang, Y., Shi, P., Huang, J., Zhong, L., & Li, M. (2025). Gas–slag–matte multiphase flow and bubble dynamics in an industrial side-blown smelting furnace. Physics of Fluids, 37(8), Article 083356. https://doi.org/10.1063/5.0284052 [Google Scholar] [Crossref]

18. Goto, Y., Kawanishi, S., Natsui, S., Takahashi, J.-I., & Nogami, H. (2024). In situ microscale observation of FeOₓ–SiO₂ interfacial reaction. Metallurgical and Materials Transactions B, 55(3), 1735–1753. https://doi.org/10.1007/s11663-024-03063-9 [Google Scholar] [Crossref]

19. Gu, H., Tan, C., Yu, Y., Jiang, W., Wang, H., Hu, J., & Wang, H. (2025). Co-treatment of spent catalyst leaching residue with low-grade Pt/Pd and copper slag to recover valuable metals. Separation and Purification Technology, 375, Article 133792. https://doi.org/10.1016/j.seppur.2025.133792 [Google Scholar] [Crossref]

20. He, M., Wang, N., Hou, Q., Chen, M., & Yu, H. (2020). Coalescence and sedimentation of liquid iron droplets during smelting reduction of converter slag with mechanical stirring. Powder Technology, 362, 550–558. https://doi.org/10.1016/j.powtec.2019.12.020 [Google Scholar] [Crossref]

21. Heo, J., Park, J., & Park, J. H. (2022). Effect of pyro-processing conditions on impurity removal and precious metal enrichment in waste printed circuit board (WPCB) recycling process. Resources, Conservation and Recycling, 179, Article 106068. https://doi.org/10.1016/j.resconrec.2021.106068 [Google Scholar] [Crossref]

22. Hinze, J. O. (1955). Fundamentals of the hydrodynamic mechanism of splitting in dispersion processes. AIChE Journal, 1(3), 289–295. https://doi.org/10.1002/aic.690010303 [Google Scholar] [Crossref]

23. Hu, M., Zhu, D., Pan, J., Guo, Z., Yang, C., Li, S., & Cao, W. (2025). Fe–P alloy production from high-phosphorus oolitic iron ore via efficient pre-reduction and smelting separation. Minerals, 15(8), Article 778. https://doi.org/10.3390/min15080778 . [Google Scholar] [Crossref]

24. Isaksson, J., Andersson, A., Vikström, T., Lennartsson, A., & Samuelsson, C. (2023). Improved settling mechanisms of an industrial copper smelting slag by CaO modification. Journal of Sustainable Metallurgy, 9(3), 1378–1389. DOI: 10.1007/s40831-023-00733-x. [Google Scholar] [Crossref]

25. DOI 10.1007/s40831-023-00733-x [Google Scholar] [Crossref]

26. Isaksson, J., Vikström, T., Lennartsson, A., & Samuelsson, C. (2021). Influence of process parameters on copper content in reduced iron silicate slag in a settling furnace. Metals, 11(6), Article 992. DOI: 10.3390/met11060992. [Google Scholar] [Crossref]

27. DOI 10.3390/met11060992 [Google Scholar] [Crossref]

28. Jing, B., Tan, J., Li, Q., & Liang, C. (2025). Liquid phase fraction effect on metal recovery during semi-molten low temperature reduction of pickling sludge. Journal of Sustainable Metallurgy, 11(4), 4575–4584. DOI: 10.1007/s40831-025-01282-1. [Google Scholar] [Crossref]

29. DOI 10.1007/s40831-025-01282-1 [Google Scholar] [Crossref]

30. Klaffenbach, E., Montenegro, V., Guo, M., & Blanpain, B. (2023). Sustainable and comprehensive utilization of copper slag: A review and critical analysis. Journal of Sustainable Metallurgy, 9(2), 468–496. DOI: 10.1007/s40831-023-00683-4. [Google Scholar] [Crossref]

31. DOI 10.1007/s40831-023-00683-4 [Google Scholar] [Crossref]

32. Klaffenbach, E., Mostaghel, S., Guo, M., & Blanpain, B. (2021). Thermodynamic analysis of copper smelting, considering the impact of minor elements behavior on slag application options and Cu recovery. Journal of Sustainable Metallurgy, 7(2), 664–683. DOI: 10.1007/s40831-021-00354-2. [Google Scholar] [Crossref]

33. DOI 10.1007/s40831-021-00354-2 [Google Scholar] [Crossref]

34. Kleeberg, C. (2022). Review on operation of spinel-containing slags of the non-ferrous metallurgy. Materials Science and Technology, 38(10), 607–621. DOI: 10.1080/02670836.2022.2062812. [Google Scholar] [Crossref]

35. DOI 10.1080/02670836.2022.2062812 [Google Scholar] [Crossref]

36. Kumar, P., & Safarian, J. (2025). Effect of pre-reduction of manganese ore by hydrogen on its smelting behavior and interaction with stable oxides. Journal of Sustainable Metallurgy, 11(3), 2980–3000. DOI: 10.1007/s40831-025-01162-8. [Google Scholar] [Crossref]

37. DOI 10.1007/s40831-025-01162-8 [Google Scholar] [Crossref]

38. Kumar, R., Rohilla, L., & Das, A. K. (2020). Passage of a Taylor bubble through a stratified liquid–liquid interface. Industrial & Engineering Chemistry Research, 59(9), 3757–3771. DOI: 10.1021/acs.iecr.9b04235. [Google Scholar] [Crossref]

39. DOI 10.1021/acs.iecr.9b04235 [Google Scholar] [Crossref]

40. Lai, C., Jing, B., Tan, J., & Li, Q. (2026). Investigation of iron droplets assembling in molten slag. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 735, Article 139463. DOI: 10.1016/j.colsurfa.2026.139463. [Google Scholar] [Crossref]

41. DOI 10.1016/j.colsurfa.2026.139463 [Google Scholar] [Crossref]

42. Lan, X., Gao, J., Feng, G., Li, X., & Guo, Z. (2026). Innovative integration of superimposed extrusion with supergravity for enhanced metallic aluminum recovery from hot dross. Journal of Materials Research and Technology, 41, 2070–2080. DOI: 10.1016/j.jmrt.2026.01.141. [Google Scholar] [Crossref]

43. DOI 10.1016/j.jmrt.2026.01.141. [Google Scholar] [Crossref]

44. Li, M., Li, L., Shao, L., Li, W., & Zou, Z. (2024). Influence of solutal Marangoni effect on droplet behavior in metal–slag emulsion system: A numerical study. JOM, 76(11), 6433–6445. https://doi.org/10.1007/s11837-024-06575-6 [Google Scholar] [Crossref]

45. Li, Q., & Pistorius, P. C. (2021). Interface-resolved simulation of bubbles–metal–slag multiphase system in a gas-stirred ladle. Metallurgical and Materials Transactions B, 52(3), 1532–1549. https://doi.org/10.1007/s11663-021-02121-w [Google Scholar] [Crossref]

46. Li, Z., Li, J., Spooner, S., & Seetharaman, S. (2022). Basic oxygen steelmaking slag: Formation, reaction, and energy and material recovery. Steel Research International, 93(3), Article 2100167. https://doi.org/10.1002/srin.202100167 [Google Scholar] [Crossref]

47. Lin, Y., Yan, B., Shu, Q., & Fabritius, T. (2021). Synergetic valorization of basic oxygen furnace slag and stone coal: Metal recovery and preparation of glass-ceramics. Waste Management, 135, 158–166. https://doi.org/10.1016/j.wasman.2021.08.044 [Google Scholar] [Crossref]

48. Liu, C., Yao, S., Yang, X., Tang, C., & Xing, P. (2026). A novel process for preparing ferrosilicon alloy from coal gasification coarse slag. Silicon, 18(3–4), 1193–1206. https://doi.org/10.1007/s12633-025-03593-0 [Google Scholar] [Crossref]

49. Liu, Y., Cheng, S., & Liu, T. (2023). Effects of entrained slag droplets on slag–metal interface in a gas-stirred ladle. ISIJ International, 63(6), 1017–1024. https://doi.org/10.2355/isijinternational.ISIJINT-2022-164 [Google Scholar] [Crossref]

50. Liu, Y., Cheng, S., & Liu, T. (2024). Study of inclusions-removal and slag–metal dispersion phenomenon in gas-stirred ladle. International Journal of Chemical Reactor Engineering, 22(7), 843–853. https://doi.org/10.1515/ijcre-2024-0090 [Google Scholar] [Crossref]

51. Liu, Y., Xu, L., & Chen, M. (2023). Green and efficient recovery of valuable metals from waste copper slag via co-modification with CaO and Na₂O. Process Safety and Environmental Protection, 180, 959–971. https://doi.org/10.1016/j.psep.2023.10.061 [Google Scholar] [Crossref]

52. Madej, P. (2025). Influence of the reduction rate of slag from oxidation process of Cu–Fe–Pb alloy during reduction (de-coppering) on its viscosity. Metallurgical and Materials Transactions B, 56, 833–851. https://doi.org/10.1007/s11663-024-03381-y. [Google Scholar] [Crossref]

53. Makhambetov, Y., Kabylkanov, S., Abdulina, S., Zhakan, A., Burumbayev, A., Sadyk, Z., Akhmetov, A., & Sarkar, A. (2026). Sustainable production of chromium–manganese ligatures from low-grade iron–manganese ore and ferrosilicochrome dust: Thermodynamic modeling and experimental verification. Metals, 16(2), Article 184. https://doi.org/10.3390/met16020184 [Google Scholar] [Crossref]

54. Martín Treceño, S., Allanore, A., Bishop, C. M., Marshall, A. T., & Watson, M. (2021). Implications of direct use of slag from ironmaking processes as molten oxide electrolyte. JOM, 73(6), 1899–1908. https://doi.org/10.1007/s11837-021-04681-3 [Google Scholar] [Crossref]

55. Matsushita, T., Belov, I., Siafakas, D., Jarfors, A. E. W., & Watanabe, M. (2021). Interfacial phenomena between molten iron and molten slag–Effect of nitrogen on the Marangoni convection. Journal of Materials Science, 56, 7811–7822. https://doi.org/10.1007/s10853-020-05730-z [Google Scholar] [Crossref]

56. McGuan, R., Candler, R., & Kavehpour, H. P. (2022). The dynamics of bouncing, partially coalescing, liquid metal droplets in a viscous medium. Journal of Fluid Mechanics, 933, Article A29. https://doi.org/10.1017/jfm.2021.1090 [Google Scholar] [Crossref]

57. Mendoza, S., Garlick, C., Singh, T., Nusheh, M., Yin, B. H., Honeyands, T., & Bumby, C. W. (2026). Melting behavior of hydrogen-reduced vanadium-bearing titanomagnetite ironsand pellets in a laboratory-scale electrode smelter. Journal of Sustainable Metallurgy, 12(2), 1176–1188. https://doi.org/10.1007/s40831-025-01389-5 [Google Scholar] [Crossref]

58. Milani, V., & Timelli, G. (2023). Solid salt fluxes for molten aluminum processing—A review. Metals, 13(5), Article 832. https://doi.org/10.3390/met13050832 [Google Scholar] [Crossref]

59. Milani, V., Vallejo-Olivares, A., Tranell, G., & Timelli, G. (2023). Influence of cryolite content on the thermal properties and coalescence efficiency of NaCl–KCl salt flux. In S. Broek (Ed.), Light Metals 2023 (pp. 928–935). Springer. https://doi.org/10.1007/978-3-031-22532-1_123 [Google Scholar] [Crossref]

60. Minami, T., Katoh, K., Wakimoto, T., Ueda, Y., & Iguchi, M. (2023). Dynamic behavior of a metal droplet in contact with slag–metal interface. Journal of the Japanese Society for Experimental Mechanics, 23(1), 56–63. https://doi.org/10.11395/jjsem.23.56 [Google Scholar] [Crossref]

61. Mirjalili, S., & Chan, W. H. R. (2021). Linear stability of a thin fluid film interacting with its surrounding bulk fluid. Physics of Fluids, 33(7), Article 072104. https://doi.org/10.1063/5.0056855. [Google Scholar] [Crossref]

62. Mitas, B., Visuri, V.-V., & Schenk, J. (2022). Mathematical modeling of the ejected droplet size distribution in the vicinity of a gas–liquid impingement zone. Metallurgical and Materials Transactions B, 53(5), 3083–3094. https://doi.org/10.1007/s11663-022-02588-1 [Google Scholar] [Crossref]

63. Mitas, B., Visuri, V.-V., & Schenk, J. (2023). Modeling the residence time of metal droplets in slag during BOF steelmaking. Metallurgical and Materials Transactions B, 54(4), 1938–1953. https://doi.org/10.1007/s11663-023-02808-2 [Google Scholar] [Crossref]

64. Mongoljiibuu, S.-O., Lastam, J., Ditscherlein, R., Ebert, D., Müller, M., & Peuker, U. A. (2025). Chromium in slag from SOEL interconnects remelting: Characterization and recycling potential. Minerals, 15(9), Article 904. https://doi.org/10.3390/min15090904 [Google Scholar] [Crossref]

65. Moosavi-Khoonsari, E., & Mostaghel, S. (2024). Thermodynamic assessment of tin-smelting from cassiterite concentrates. Canadian Metallurgical Quarterly, 63(3), 901–914. https://doi.org/10.1080/00084433.2023.2266209 [Google Scholar] [Crossref]

66. Moosavi-Khoonsari, E., & Tripathi, N. (2024). Gold recovery from smelting copper sulfide concentrate. Processes, 12(12), Article 2795. https://doi.org/10.3390/pr12122795 [Google Scholar] [Crossref]

67. Morales, R. D., Calderón-Hurtado, F. A., Chattopadhyay, K., & Guarneros Guarneros, S. J. (2020). Physical and mathematical modeling of flow structures of liquid steel in ladle stirring operations. Metallurgical and Materials Transactions B, 51(2), 628–648. https://doi.org/10.1007/s11663-019-01759-x [Google Scholar] [Crossref]

68. Nababan, D. C., Mukhlis, R., Durandet, Y., Prentice, L. H., & Rhamdhani, M. A. (2024a). Separation of Li and Co from LiCoO₂ cathode material through aluminothermic reduction: Investigation of the thermite reaction. Metallurgical and Materials Transactions B, 55(2), 905–924. https://doi.org/10.1007/s11663-024-03003-7 [Google Scholar] [Crossref]

69. Nababan, D. C., Mukhlis, R., Durandet, Y., Prentice, L. H., & Rhamdhani, M. A. (2024b). Separation of Li and Co from LiCoO₂ cathode material through aluminothermic reduction: Thermodynamic calculations and experimental results. Metallurgical and Materials Transactions B, 55(1), 352–375. https://doi.org/10.1007/s11663-023-02962-7 [Google Scholar] [Crossref]

70. Natsui, S., Tonya, K., Nogami, H., Kikuchi, T., Suzuki, R. O., Ohno, K.-I., Sukenaga, S., Kon, T., Ishihara, S., & Ueda, S. (2020). Numerical study of binary trickle flow of liquid iron and molten slag in coke bed by smoothed particle hydrodynamics. Processes, 8(2), Article 221. https://doi.org/10.3390/pr8020221 [Google Scholar] [Crossref]

71. Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, Article n71. https://doi.org/10.1136/bmj.n71 [Google Scholar] [Crossref]

72. Park, W.-B., Park, J., Park, Y.-J., Park, S.-C., & Kang, Y.-B. (2026). Experimental investigation of hydrogen-based DRI melting behavior coupled with thermodynamic prediction for optimization of carburizing agents and flux blending conditions. Metallurgical and Materials Transactions B. Advance online publication. https://doi.org/10.1007/s11663-026-04164-3. . [Google Scholar] [Crossref]

73. Pelusi, F., Guglietta, F., Sega, M., Aouane, O., & Harting, J. (2023). A sharp interface approach for wetting dynamics of coated droplets and soft particles. Physics of Fluids, 35(8), Article 082126. https://doi.org/10.1063/5.0160096. [Google Scholar] [Crossref]

74. Pereira, A. C. (2025a). Aluminum scrap recycling for foundry alloys: Review of technological advances and circular economy challenges. Revista DCS, 22(84), Article e3867. https://doi.org/10.54899/dcs.v22i84.3867. [Google Scholar] [Crossref]

75. Pereira, A. C. (2025b). From can to sheet: A critical review of aluminum can recycling processes, technologies, and sustainability dimensions (2020–2025). Revista FT, 29(151), 19–20. https://doi.org/10.69849/revistaft/pa10202510261019. . [Google Scholar] [Crossref]

76. Philipson, H. G. R., Wallin, M., & Einarsrud, K. E. (2024). Investigation of liquid–liquid reaction phenomena of aluminum in calcium silicate slag. Materials, 17(7), Article 1466. https://doi.org/10.3390/ma17071466. [Google Scholar] [Crossref]

77. Pichat, A., Vassel, A., Menet, P. Y., & Jouët-Pastre, L. (2020). Constellium R&D approach in recycling, from lab to industrial scale. In A. Tomsett (Ed.), Light Metals 2020 (pp. 1073–1082). Springer. https://doi.org/10.1007/978-3-030-36408-3_146. O . [Google Scholar] [Crossref]

78. Prince, M. J., & Blanch, H. W. (1990). Bubble coalescence and break-up in air-sparged bubble columns. AIChE Journal, 36(10), 1485–1499. https://doi.org/10.1002/aic.690361004. [Google Scholar] [Crossref]

79. Qian, L., He, W., Liu, J., Zhu, C., Zhou, F., Ding, H., & Lin, J. (2023). Experimental investigation of the sedimentation behavior of metal droplets in liquid–liquid systems. Physics of Fluids, 35(2), Article 023304. https://doi.org/10.1063/5.0135636. [Google Scholar] [Crossref]

80. Rämä, M., Klemettinen, L., Rinne, M., Taskinen, P., Michallik, R. M., Salminen, J., & Jokilaakso, A. (2023). Processing of a zinc leach residue by a non-fossil reductant. ACS Omega, 8(24), 21450–21463. https://doi.org/10.1021/acsomega.3c00250. [Google Scholar] [Crossref]

81. Romero, J. L., Recksiek, V., Debastiani, R., Hossain, M. N., Blenau, L., Charitos, A., Väisänen, A. O., & Patil, A. B. (2026). Pyrometallurgical valorization of Waelz, fayalite, and Linz–Donawitz slag mixtures. Scientific Reports, 16, Article 9539. https://doi.org/10.1038/s41598-026-44763-3. A [Google Scholar] [Crossref]

82. Ruismäki, R., Dańczak, A., Klemettinen, L., Taskinen, P., Lindberg, D., & Jokilaakso, A. (2020). Integrated battery scrap recycling and nickel slag cleaning with methane reduction. Minerals, 10(5), Article 435. https://doi.org/10.3390/min10050435 [Google Scholar] [Crossref]

83. Schrama, F. N. H., Beunder, E. M., Panda, S. K., Visser, H.-J., Moosavi-Khoonsari, E., Sietsma, J., Boom, R., & Yang, Y. (2021). Optimal hot metal desulphurisation slag considering iron loss and sulphur removal capacity part I: Fundamentals. Ironmaking & Steelmaking, 48(1), 1–13. https://doi.org/10.1080/03019233.2021.1882647 [Google Scholar] [Crossref]

84. Schubert, C., Eickhoff, M., & Pfeifer, H. (2022). Numerical simulations of the molten metal droplet formation in the electroslag remelting process with a rotating electrode. Steel Research International, 93(12), Article 2100765. https://doi.org/10.1002/srin.202100765 [Google Scholar] [Crossref]

85. Silva, A. M. B., Oliveira, M. A., Peixoto, J. J. M., & da Silva, C. A. (2021). Slag–steel emulsification on a modified RH degasser. Metallurgical and Materials Transactions B, 52(4), 2111–2125. https://doi.org/10.1007/s11663-021-02161-2 [Google Scholar] [Crossref]

86. Spooner, S., Li, Z., & Sridhar, S. (2020). Hidden phenomena during transient reaction trajectories in liquid metals processing. Metallurgical and Materials Transactions B, 51(4), 1301–1314. https://doi.org/10.1007/s11663-020-01880-2 [Google Scholar] [Crossref]

87. Sun, B., Guo, L., Wang, Z., Lan, X., & Guo, Z. (2024). Sustainable recycling of pure aluminum from waste chips under supergravity-enhanced separation: A cleaning process. Sustainable Materials and Technologies, 42, Article e01148. https://doi.org/10.1016/j.susmat.2024.e01148 [Google Scholar] [Crossref]

88. Sun, B., Guo, L., Wang, Z., Lan, X., & Guo, Z. (2025). Direct collection and reuse of dispersed aluminum chips through salt flux and supergravity enrichment: Less salt consumption and circular economy. Journal of Cleaner Production, 521, Article 146230. https://doi.org/10.1016/j.jclepro.2025.146230 [Google Scholar] [Crossref]

89. Suzuki, M., & Nakamoto, M. (2022). Effect of B₂O₃ addition to slag on the dynamic change behavior of interfacial tension between liquid iron and molten slag. ISIJ International, 62(7), 1334–1340. https://doi.org/10.2355/isijinternational.ISIJINT-2021-605 [Google Scholar] [Crossref]

90. Suzuki, M., Iwakura, K., Tsukaguchi, Y., & Mishima, K. (2024). Effect of fluoride ions in slag on the dynamic change of the interfacial tension between liquid iron and molten slag. ISIJ International, 64(15), 2217–2225. https://doi.org/10.2355/isijinternational.ISIJINT-2024-134 [Google Scholar] [Crossref]

91. Tangstad, M., Olsen, J. E., Ringdalen, E., Ksiazek, M., Reynolds, Q., & Steenkamp, J. (2022). Conceptual tapping model of Mn-ferroalloy furnaces. JOM, 74(11), 3962–3970. https://doi.org/10.1007/s11837-022-05474-y. [Google Scholar] [Crossref]

92. Tian, M., Wang, Q., Wang, S., Wan, X., Wang, Q., & Guo, X. (2024). Multiphase equilibrium relationships between copper matte and CaO–Al₂O₃-bearing iron silicate slags in combined smelting of WEEE and copper concentrates. Sustainability, 16(2), Article 890. DOI: 10.3390/su16020890. DOI / publisher page [Google Scholar] [Crossref]

93. Tian, X., Guo, Z., Li, B., Zhu, D., Pan, J., Yang, C., Li, S., & Zhao, F. (2026). Green utilization of zinc smelting slag by hydrogen reduction: Role of MgO in metal separation and recovery. Process Safety and Environmental Protection, 212, Article 108918. DOI: 10.1016/j.psep.2026.108918. DOI / publisher page [Google Scholar] [Crossref]

94. Tsebe, S. P., & Steenkamp, J. D. (2024). Development of an integrated process flowsheet to recover valuable metals from waste cathode ray tubes and printed circuit boards. Journal of Sustainable Metallurgy, 10(1), 224–240. DOI: 10.1007/s40831-023-00775-1. DOI / Springer [Google Scholar] [Crossref]

95. Vallejo-Olivares, A., Høgåsen, S., Kvithyld, A., & Tranell, G. (2022). Thermal de-coating pre-treatment for loose or compacted aluminum scrap and consequences for salt-flux recycling. Journal of Sustainable Metallurgy, 8(4), 1485–1497. DOI: 10.1007/s40831-022-00612-x. DOI / Springer [Google Scholar] [Crossref]

96. Vergote, O., Van den Bulck, A., Bellemans, I., & Verbeken, K. (2025). Rheological behavior of slag–melilite suspensions in pyrometallurgical secondary lead smelter systems. Journal of Rheology, 69(6), 973–989. DOI: 10.1122/8.0001033. DOI [Google Scholar] [Crossref]

97. Wan, B., Li, W., Liu, F., Lu, T., Jin, S., Wang, K., Yi, A., Tian, J., & Chen, W. (2020). Determination of fluoride component in the multifunctional refining flux used for recycling aluminum scrap. Journal of Materials Research and Technology, 9(3), 3447–3459. DOI: 10.1016/j.jmrt.2020.01.082. DOI / Elsevier [Google Scholar] [Crossref]

98. Wan, Z., Yang, S., & Wang, H. (2024). Multiphase stirring dynamics of gas–slag–matte in large-scale side-blown copper bath smelting process. Journal of Sustainable Metallurgy, 10(2), 992–1006. DOI: 10.1007/s40831-024-00841-2. DOI / Springer [Google Scholar] [Crossref]

99. Wang, G., Hui, H., Cui, Y., Li, X., Yang, S., Yang, Y., & He, Y. (2026). The interfacial adhesion behaviors of sedimentation zone in flash smelting based on DFT calculation (Part II)—The adhesion mechanisms of Fe₃O₄ with FeS, Ni₃S₂ and Cu₂S. Metallurgical and Materials Transactions B, 57(3), 1605–1619. DOI: 10.1007/s11663-026-03948-x. DOI / Springer [Google Scholar] [Crossref]

100. Wang, J., Fan, E., & Wu, Y. (2025). Numerical modeling of Marangoni flow between steel droplet and slag induced by concentration gradient. Canadian Metallurgical Quarterly. Advance online publication. DOI: 10.1080/00084433.2025.2580025. DOI / Taylor & Francis [Google Scholar] [Crossref]

101. Wang, Q.-M., Huang, M.-X., Yan, S.-Y., Wang, S.-S., Tian, Q.-H., & Guo, X.-Y. (2023). Hydrodynamic simulation of metal droplet settlement in molten slag. Transactions of Nonferrous Metals Society of China, 33(4), 1244–1257. DOI: 10.1016/S1003-6326(23)66179-5. DOI [Google Scholar] [Crossref]

102. Wang, R., Zhang, B., Liu, C., & Jiang, M. (2025). Physical modeling of bottom-blown bubble penetration dynamics at slag/metal interface in metallurgical reactors. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 727, Article 138296. DOI: 10.1016/j.colsurfa.2025.138296. DOI / Elsevie. [Google Scholar] [Crossref]

103. Wang, Z., Gao, J., Lan, X., & Guo, Z. (2023). Sustainable recovery of metallic Al and reuse of molten salt in Al dross: Salt flux erosion and super-gravity separation. Journal of Cleaner Production, 431, Article 139809. https://doi.org/10.1016/j.jclepro.2023.139809 [Google Scholar] [Crossref]

104. Wang, Z., Gao, J., Lan, X., & Guo, Z. (2024). Joint utilization and harmless elimination of aluminum dross and refined magnesium slag to simultaneously recover metallic aluminum and fusing agent. Journal of Environmental Management, 366, Article 121680. https://doi.org/10.1016/j.jenvman.2024.121680 [Google Scholar] [Crossref]

105. Wang, Z., Gao, J., Lan, X., & Guo, Z. (2025). An eco-friendly approach for enhanced separation and efficient recovery of copper matte from molten copper smelting slag via supergravity. Process Safety and Environmental Protection, 202, Article 107707. https://doi.org/10.1016/j.psep.2025.107707 [Google Scholar] [Crossref]

106. Wei, G., Wang, H., Ju, J., Yang, Y., & Jiang, X. (2026). Kinetic model for vanadium extraction by CO₂–O₂ mixed injection based on interfacial reactions of emulsified droplets. Metallurgical and Materials Transactions B. Advance online publication. https://doi.org/10.1007/s11663-026-04188-9 [Google Scholar] [Crossref]

107. Wu, C., Wang, J., Bai, J., Kong, L., Guo, Z., Li, H., Bai, Z., & Li, W. (2026). Mechanistic insights into metallic iron-induced changes in viscosity, structure, and iron agglomeration of fixed-bed gasifier slag. Fuel, 424, Article 139397. https://doi.org/10.1016/j.fuel.2026.139397 [Google Scholar] [Crossref]

108. Xin, J., Wang, N., Chen, M., & Chen, C. (2020). Slag–metal separation and reduction behaviors of vanadium-bearing titanomagnetite metalized pellets. ISIJ International, 60(5), 823–831. https://doi.org/10.2355/isijinternational.ISIJINT-2019-529 [Google Scholar] [Crossref]

109. Xin, J., Wang, N., Chen, M., & Chen, C. (2021). Direct alloying of molten steel with vanadium slag as a substitute of ferrovanadium: Self-reduction behavior of vanadium slag briquette with aluminum dross addition. Metallurgical and Materials Transactions B, 52(2), 815–829. https://doi.org/10.1007/s11663-020-02055-9 [Google Scholar] [Crossref]

110. Xin, Z.-C., Lin, W.-H., Zhang, J.-S., Peng, K.-X., & Liu, Q. (2025). Modeling the decarburization of expansion droplets based on the solid phase ratio of slag and data fitting during BOF steelmaking process. Scientific Reports, 15, Article 16346. https://doi.org/10.1038/s41598-025-01424-1 [Google Scholar] [Crossref]

111. Xu, K., Wang, Z., Chu, R., Sun, B., Li, J., & Guo, Z. (2025). Recovery of aluminum–zinc alloy from hot-dip aluminum–zinc galvanizing bottom slag by super-gravity separation: An on-line separation and recycling technology. Sustainable Materials and Technologies, 46, Article e01777. https://doi.org/10.1016/j.susmat.2025.e01777 [Google Scholar] [Crossref]

112. Xu, L., Li, X., Liu, Y., Chen, M., & Wang, N. (2023). Recovery of low phosphorus iron from steel slag using secondary aluminum dross as the reductant. Journal of Environmental Chemical Engineering, 11(5), Article 110973. https://doi.org/10.1016/j.jece.2023.110973 [Google Scholar] [Crossref]

113. Xu, L., Liu, Y., Chen, M., & Wang, N. (2022). Efficient recycling of valuable metals from waste copper slag by using secondary aluminum dross as a novel reductant. Metallurgical and Materials Transactions B, 53(5), 2824–2837. https://doi.org/10.1007/s11663-022-02567-6 [Google Scholar] [Crossref]

114. Xu, L., Zhang, D., Liu, Y., & Chen, M. (2022). Iron recovery from waste copper slag by using coal and secondary aluminum dross as co-reductants. JOM, 74(5), 2029–2036. https://doi.org/10.1007/s11837-022-05218-y [Google Scholar] [Crossref]

115. Xu, X., Zhou, S., Li, B., Wei, Y., & Wang, H. (2025). Investigation interfacial wetting behavior of copper matte/slag/Fe₃O₄ enriched intermediate layer during high temperature smelting. Metallurgical and Materials Transactions B, 56(1), 449–471. https://doi.org/10.1007/s11663-024-03370-1 [Google Scholar] [Crossref]

116. Zhang, J., Zhao, B., & Yan, B. (2023). Analysis of emulsification behavior and kinetics of reaction between high-Al molten steel and CaO–SiO₂ flux. Metallurgical and Materials Transactions B, 54(3), 981–988. https://doi.org/10.1007/s11663-023-02749-w [Google Scholar] [Crossref]

117. Zhang, L., & Chen, M. (2023). Recovery of valuable metals and production of Fe–V crude alloy from vanadium-enriched slag using aluminum dross as a reductant. JOM, 75(4), 1180–1191. https://doi.org/10.1007/s11837-022-05561-0 [Google Scholar] [Crossref]

118. Zhang, P., Zhang, H., Deng, G., Li, D., Hu, J., Tan, C., Yu, Y., Fan, R., & Wang, H. (2026). Turbulence modulation via internal baffles for intensified slag–matte separation in gas-stirred reactors. Journal of Sustainable Metallurgy, 12(3), 3181–3199. https://doi.org/10.1007/s40831-026-01503-1 [Google Scholar] [Crossref]

119. Zhao, B., Zhang, J., & Yan, B. (2022). Interfacial phenomena and reaction kinetics between high Al molten steel and CaO–SiO₂-type flux. Metals, 12(3), Article 391. https://doi.org/10.3390/met12030391 [Google Scholar] [Crossref]

120. Zhou, H., Huang, C., Wang, F., & Yang, B. (2026). An efficient smelting process for recovering precious metals, copper, and iron from copper converter slag. Journal of Sustainable Metallurgy. Advance online publication. https://doi.org/10.1007/s40831-026-01580-2 [Google Scholar] [Crossref]

121. Zhu, Y., Li, B., Wei, Y., Zhou, S., & Wang, H. (2025). Simultaneous recovery of valuable metals and detoxification of organics through co-smelting of waste printed circuit boards and copper slag. Chemical Engineering Journal, 525, Article 170032. https://doi.org/10.1016/j.cej.2025.170032 [Google Scholar] [Crossref]

Metrics

Views & Downloads

Similar Articles