Research Paper:
Effectiveness of Air Classification as a Pretreatment for Chromium Separation from Electric Arc Furnace Slag
Masami Koide*1,*2, Keishi Oyama*3
, Yutaro Takaya*4,*5
, and Chiharu Tokoro*4,*5,

*1Production Planning and Coordination Department, Kyoei Steel Ltd.
1-4-16 Dojimahama, Kita-ku, Osaka 530-0004, Japan
*2Graduate School of Creative Science and Engineering, Waseda University
Tokyo, Japan
*3Department of Earth Resources Engineering, Kyushu University
Fukuoka, Japan
*4Faculty of Science and Engineering, Waseda University
Tokyo, Japan
*5Faculty of Engineering, The University of Tokyo
Tokyo, Japan
Corresponding author
Electric arc furnace slag is a byproduct of the steel scrap refining process. It must be effectively used as a recycled resource because of its enormous production volume. Cement usage is a promising application; however, there is a risk that chromium (Cr) in the slag will be oxidized to hexavalent chromium during the cement manufacturing process and subsequently leach into the environment. Because chemical treatments, such as alkali roasting, are required to significantly reduce Cr in electric arc furnace slag, it is important to establish a chemical-free physical pretreatment to reduce the overall energy demand. In this study, we investigated the presence of Cr compounds in oxidizing and reducing slag and comparatively evaluated the effectiveness of physical pretreatment using air classification. The results showed that Cr mainly existed as a spinel phase bonded to other metals, such as Fe and Mg, and this feature was common in both slags. In air classification experiments using an elbow-jet air classifier, the Cr concentrations were similar for all classifications of the oxidizing slag. However, the Cr concentrations in the reducing slag were higher in the coarse powder fraction, whereas Ca tended to be concentrated in the fine powder fraction. Air classification using an elbow-jet air classifier was effective in reducing the Cr content in the coarse fraction of reducing slag, suggesting that it could be used as a pretreatment prior to chemical processing to reduce the overall energy demand. The contrasting classification behavior of oxidizing and reducing slags highlights the importance of slag-type-specific separation strategies.
- [1] World Steel Association, “Steel statistics yearbook 2023.” https://worldsteel.org/wp-content/uploads/Steel-Statistical-Yearbook-2023.pdf [Accessed June 21, 2025]
- [2] Y. Mizuno, Y. Kishita, S. Fukushige, and Y. Umeda, “Envisioning sustainable manufacturing industries of Japan,” Int. J. Automation Technol., Vol.8, No.5, pp. 634-643, 2014. https://doi.org/10.20965/ijat.2014.p0634
- [3] Nippon Slag Association (in Japanese). https://www.slg.jp/cms/wp-content/themes/original/pdf/report-2023.pdf [Accessed June 19, 2025]
- [4] Japan Cement Association (in Japanese). https://www.jcassoc.or.jp/cement/4pdf/jd6_01.pdf [Accessed June 21, 2025]
- [5] A. Aldrian, J. G. Raith, D. Hollen, and R. Pomberger, “Influence of chromium containing spinels in an electric arc furnace slag on the leaching behavior,” J. Solid Waste Technol. Manag., Vol.41, No.4, pp. 357-365, 2015. https://doi.org/10.5276/JSWTM.2015.357
- [6] Y. Ji, S. Shen, J. Liu, J. Guo, and Y. Zhao, “Mechanisms involved in the roasting of pellets composed of stainless steel slag and sodium hydroxide to extract chromium,” ISIJ Int., Vol.56, No.10, pp. 1751-1757, 2016. https://doi.org/10.2355/isijinternational.ISIJINT-2016-320
- [7] Z. Peng, L. Wang, F. Gu, H. Tang, M. Rao, Y. Zhang, G. Li, and T. Jiang, “Recovery of chromium from ferronickel slag: A comparison of microwave roasting and conventional roasting strategies,” Powder Technol., Vol.372, pp. 578-584, 2020. https://doi.org/10.1016/j.powtec.2020.05.103
- [8] C. Tokoro, S. Lim, Y. Sawamura, M. Kondo, K. Mochidzuki, T. Koita, T. Namihira, and Y. Kikuchi, “Copper/silver recovery from photovoltaic panel sheet by electrical dismantling method,” Int. J. Automation Technol., Vol.14, No.6, pp. 966-974, 2020. https://doi.org/10.20965/ijat.2020.p0966
- [9] C. Ye, Y. Takaya, Y. Tsunazawa, K. Mochidzuki, and C. Tokoro, “Influence of agitator shape on characteristics and grinding efficiency of attritor mill,” Int. J. Automation Technol., Vol.16, No.6, pp. 756-765, 2022. https://doi.org/10.20965/ijat.2022.p0756
- [10] K. Bru, A. Seron, A. Morillon, D. Algermissen, C. Lerouge, and N. Menad, “Characterization of a chromium-bearing carbon steel electric arc furnace slag after magnetic separation to determine the potential for iron and chromium recovery,” Minerals, Vol.12, No.1, Article No.47, 2022. https://doi.org/10.3390/min12010047
- [11] F. Kukurugya, P. Nielsen, and L. Horckmans, “Up-concentration of chromium in stainless steel slag and ferrochromium slags by magnetic and gravity separation,” Minerals, Vol.10, No.10, Article No.906, 2020. https://doi.org/10.3390/min10100906
- [12] L. Horckmans, R. Möckel, P. Nielsen, F. Kukurugya, C. Vanhoof, A. Morillon, and D. Algermissen, “Multi-analytical characterization of slags to determine the chromium concentration for a possible re-extraction,” Minerals, Vol.9, No.10, Article No.646, 2019. https://doi.org/10.3390/min9100646
- [13] Z. Yan, Q. Zhao, C. Han, X. Mei, C. Liu, and M. Jiang, “Effects of iron oxide on crystallization behavior and spatial distribution of spinel in stainless steel slag,” Int. J. Miner. Metall. Mater., Vol.31, pp. 292-300, 2024. https://doi.org/10.1007/s12613-023-2713-7
- [14] K. Izumi, Y. Takaya, and C. Tokoro, “Classification evaluation method considering the effect of specific gravity sorting in air classification – Case study of solar panel cell sheets classification –,” Kagaku Kogaku Ronbunshu, Vol.50, No.1, pp. 9-16, 2024 (in Japanese). https://doi.org/10.1252/kakoronbunshu.50.9
- [15] B. Ravela and M. Newvilleb, “ATHENA, ARTEMIS, HEPHAESTUS: Data analysis for X-ray absorption spectroscopy using IFEFFIT,” J. Synchrotron Radiat., Vol.12, No.4, pp. 537-541, 2005. https://doi.org/10.1107/S0909049505012719
- [16] S. Liang, “Numerical study of classification of ultrafine particles in a gas-solid field of elbow-jet classifier,” Chem. Eng. Commun., Vol.197, No.7, pp. 1016-1032, 2010. https://doi.org/10.1080/00986440903359392
- [17] J. W. French and W. G. Guntheroth, “An explanation of asymmetric upper extremity blood pressures in supravalvular aortic stenosis,” Circulation, Vol.42, No.1, pp. 31-36, 1970. https://doi.org/10.1161/01.cir.42.1.31
- [18] F. Engström, D. Adolfsson, Q. Yang, C. Samuelsson, and B. Björkman, “Crystallization behaviour of some steelmaking slags,” Steel Res. Int., Vol.81, No.5, pp. 362-371, 2010. https://doi.org/10.1002/srin.200900154
- [19] Q. Zeng, J. Li, Q. Mou, H. Zhu, and Z. Xue, “Effect of FeO on spinel crystallization and chromium stability in stainless steel-making slag,” JOM, Vol.71, No.7, pp. 2331-2337, 2019. https://doi.org/10.1007/s11837-019-03465-0
- [20] Z. Wang and I. Sohn, “Selective elemental concentration during the solidification of stainless steel slags for increased Cr recovery with MnO addition,” J. Ceram. Soc., Vol.103, No.10, pp. 6012-6024, 2020. https://doi.org/10.1111/jace.17296
- [21] J. Burja, F. Tehovnik, J. Medved, M. Godec, and M. Knap, “Chromite spinel formation in steelmaking slags,” Mater. Technol., Vol.48, No.5, pp. 753-756, 2014.
- [22] L. Cao, C. Liu, Q. Zhao, and M. Jiang, “Effect of Al2O3 modification on enrichment and chromium in stainless steel slag,” J. Iron Steel Res. Int., Vol.24, No.3, pp. 258-265, 2017. https://doi.org/10.1016/s1006-706x(17)30038-9
- [23] Q. Zhao, C. Liu, L. Cao, X. Zheng, and M. Jiang, “Effect of lime on stability of chromium in stainless steel slag,” Minerals, Vol.8, No.10, Article No.424, 2018. https://doi.org/10.3390/min8100424
- [24] L. Cao, C. Liu, Q. Zhao, and M. Jiang, “Growth behavior of spinel in stainless steel slag during cooling process,” J. Iron Steel Res. Int., Vol.25, No.11, pp. 1131-1139, 2018. https://doi.org/10.1007/s42243-018-0058-7
- [25] M. Tossavainen, F. Engstrom, Q. Yang, N. Menad, M. L. Larsson, and B. Bjorkman, “Characteristics of steel slag under different cooling conditions,” Waste Management, Vol.27, No.10, pp. 1335-1344, 2007. https://doi.org/10.1016/j.wasman.2006.08.002
- [26] S. Luo, X. Ma, W. Wang, L. Zhang, and Y. Sun, “Stabilities and transformations of manganese incorporated magnesium–chromium spinels,” Metall. Mater. Trans. B, Vol.55, pp. 4776-4786, 2024. https://doi.org/10.1007/s11663-024-03297-7
- [27] T. Kuwayama, A. Honda, M. Yamada, and T. Mise, “Utilization of hardening properties of reducing slag produced by electric furnace,” J. Jpn. Soc. Waste Manag., Vol.1, No.1, pp. 19-28, 1990 (in Japanese). https://doi.org/10.3985/jswme.1.19
- [28] M. A. Bredig, “Polymorphism of calcium orthosilicate,” J. Am. Ceram. Soc., Vol.33, No.6, pp. 188-192, 1950. https://doi.org/10.1111/j.1151-2916.1950.tb12789.x
- [29] Q. Zhao, C. Liu, L. Cao, X. Zheng, and M. Jiang, “Stability of chromium in stainless steel slag during cooling,” Minerals, Vol.8, No.10, Article No.445, 2018. https://doi.org/10.3390/min8100445
- [30] Y. Ji, S. Shen, J. Liu, S. Yan, Z. Zhang, and Y. Xue, “Extracting chromium from stainless steel slags by NaOH-added pellet roasting followed by water leaching,” Steel Res. Int., Vol.88, No.9, Article No.1600460, 2017. https://doi.org/10.1002/srin.201600460
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