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Article

Effect of Vanadium and Titanium on Desulfurization of CaO Slag in Liquid Iron

1
School of Metallurgical and Ecological Engineering, University of Science and Technology Beijing, Beijing 100083, China
2
State Key Laboratory of Vanadium and Titanium Resources Comprehensive Utilization, PanGang Group Research Institute Co., Ltd., Panzhihua 617000, China
*
Author to whom correspondence should be addressed.
Metals 2019, 9(11), 1239; https://doi.org/10.3390/met9111239
Submission received: 15 October 2019 / Revised: 13 November 2019 / Accepted: 15 November 2019 / Published: 19 November 2019

Abstract

:
The possibility of vanadium and titanium participating in the CaO desulfurization reaction has been evaluated. The desulfurization products of CaO which were added to liquid iron containing vanadium–titanium in lab conditions were observed. At the early stage of adding CaO, titanium and sulfur ware agglomerated on the surface of CaO particles. The particles were composed of CaO, TiO2, and CaS. However, vanadium oxide was not detected. It was proposed that the titanium rather than the vanadium could react with CaO and sulfur. The desulfurization kinetics experiment showed that the high titanium content in liquid iron reduced desulfurization velocity, while vanadium had little effect on the desulfurization. The reason for this was that the TiO2 which surrounded the CaO particle impeded the mass transfer of sulfur. The vanadium and titanium had a little influence on the final sulfur content of CaO desulfurization. The theoretical discussion of these phenomena was carried out. The controlling reaction of final sulfur content was (CaO) + [S] + [C] = (CaS) + CO(g).

1. Introduction

Before entering the steel-making converter, the hot metal desulfurization process is essential for the production of low sulfur steel and ultralow sulfur steel, which contributes to reducing the burden of blast furnace (BF) desulfurization and production cost, as well as improving production capacity [1,2,3]. Due to the unique properties of vanadium–titanium magnetite in Panzhihua, the molten iron should be subjected to desulfurization pretreatment and vanadium recovery before entering the steel-making converter. Vanadium recovery is a process whereby vanadium is oxidized by blowing oxygen at lower temperature (1536–1692 K) in the converter, forming a vanadium-containing slag. This slag is called vanadium slag. The statistics data of the steel plant show that this molten iron not only contains some vanadium (0.24–0.36 wt. %) and titanium (0.08–0.31 wt. %), but also has the characteristics of high sulfur content (0.036–0.136 wt. %), low temperature (1480–1605 K), and poor fluidity (1–5 Pa·s of viscosity). According to the sequence of desulfurization and vanadium extraction, two processes have been proposed, namely, “blast furnace ironmaking → hot metal desulfurization → vanadium recovery → converter steelmaking” process and “blast furnace ironmaking → vanadium recovery → semi-steel desulfurization → converter steelmaking” process. The difference between the two processes is mainly desulfurization pretreatment. After vanadium extraction in the converter, the molten iron is called semi-steel. The temperature of the semi-steel increases about 100 K. The contents of silicon, manganese, vanadium, and titanium of the semi-steel are extremely low, and the content of carbon decreases slightly. The components of desulfurizer are different for the two processes. The desulfurizer of the former process has a lower magnesium content than that of the latter process. The results of steel plant surveys show that the desulfurization effect of the latter process is better than that of the former process. The latter process has less final sulfur content and resulfurization, as well as higher utilization rate of desulfurizing agent [4].
However, the effect of vanadium and titanium on desulfurization is still not clear [5]. The study on the reaction of sulfur and titanium was proposed by Donahue, Wen, and Cheng [6,7,8]. They conclude that titanium could react with sulfur to form TiS. Moreover, the desulfurization ability of titanium has not been investigated under this condition. Visser et al. [9] suggest that Ti (C, N) from BF can be used as the core of MgS. However, the proportion of Ti (C, N) in those cores is not clarified. Wen et al. [7] propose that vanadium and titanium increase the viscosity of hot metal and have adverse effects on the desulfurization. Bouchard et al. [10] suggest the final sulfur decreases with the concentration of titanium.
These works on desulfurization mainly focus on the behavior of desulfurizer entering hot metal. There are few studies on the role of top slag in pre-desulfurization. Therefore, the purpose of this paper is to investigate the effects of laboratory-scale desulfurization experiments by adding CaO. In the light of the actual production conditions, vanadium slag is used in the experiment. The effect of vanadium and titanium on CaO desulfurization in liquid iron is analyzed, and the role of top slag in desulfurization pretreatment is described. The thermodynamics and kinetics of desulfurization processes are discussed in terms of the results of the experiments.

2. Experimental

2.1. Setup

To study the reaction mechanisms and effectiveness of vanadium–titanium on desulfurization with CaO addition, an experimental device was established. To this end, it is necessary to skillfully perform loading and sampling to ensure stable experimental conditions.
A high-temperature furnace heated by silicon molybdenum rods is shown in Figure 1. The furnace was controlled with a proportional integral differential (PID) controller using a thermocouple (Pt-6%Rh/Pt-30%Rh). The heating elements were six U-shaped silicon molybdenum rods, which were evenly distributed along the furnace tube and were connected in series. The size of the furnace tube was Φ 60 mm × 750 mm. The length of the constant temperature zone was 100 mm, and the temperature variation was ±2 K. Ar-gas at the bottom entered the furnace tube to protect the liquid iron from oxidation. The firebrick at the top of the furnace tube could be taken out when loading and sampling.

2.2. Materials

In order to eliminate the interference of other elements, this experiment used pure iron carburizing to obtain liquid iron, with the addition of titanium powder, ferrovanadium, and ferrous sulfide. The slag consisting of vanadium slag and CaO was placed in a muffle furnace for eight hours at 1173 K before being weighed. Vanadium slag was provided by PanGang Group. Other chemicals that were purchased are listed in Table 1 and Table 2.

2.3. Procedure

As shown in Figure 2, the materials were kept in a graphite crucible. There was a handle made of molybdenum wire, tied on the graphite crucible. Thus, the graphite crucible could be taken out and put in with a molybdenum-made tool. The corundum crucible played a protective role in preventing liquid iron from leaking out. A pure iron rod was used to add the powder into the liquid iron. The powder was wrapped in a pure iron slice at the bottom of the rod.
The alumina tube was flushed with Ar-gas (0.5 L/min), 6 h before the experiment. The gas was injected throughout the whole experiment. All the experiments were carried out at 1623 K.
To study the effects of vanadium and titanium on final sulfur content, 100.0 ± 0.1 g of pure iron, 0.3 g of FeS, and different amounts of ferrovanadium and titanium powder were mixed. Considering the mass ratio of 2 wt. % of slag to hot metal in desulfurization pretreatment, 2.0 ± 0.1 g of vanadium slag and 0.8 g of CaO for the desulfurization reaction were mixed and put on the top of the pure iron. When the temperature was heated up to 1623 K, the graphite crucible was put into the corundum crucible. The metal melted in 20 min and was then kept at the uniform temperature for 2 h. After the reaction was completed, the graphite crucible was taken out and placed in water to cool, preventing water from entering the crucible during the cooling process. The sample solidified within 10 s.
To study the effects of vanadium and titanium on desulfurization products and velocity, 200 ± 0.1 g of pure iron powder were added to the graphite crucible. When the temperature raised to 1623 K, the graphite crucible was put in the corundum crucible. The metal melted in 30 min. Subsequently, 0.9 g of ferrovanadium and 0.5 g of titanium powder were added into the liquid iron. Then, the liquid iron was stirred by the pure iron rod. After 5 min, ferrous sulfur was added. After 2 h, sufficient CaO powder was added. One minute later, the graphite crucible was quickly taken out and placed in cooling water to prevent the water from entering the crucible. A center sample and a top sample were made. In addition, three crucibles were taken and sampled at 1, 30, 60, 90, and 120 min after adding 1.6 g of CaO powder and 4.0 g of vanadium slag. One milliliter of liquid metal was taken out each time. The sample was rapidly cooled in water. The compositions of the liquid iron are shown in Table 3. The sampling tool that is shown in Figure 3 was a quartz tube with a syringe.

2.4. Analysis

The carbon concentration in the metal was analyzed by combustion instrumental measurement test method (ASTM E1019) and had a detection limit of 100 ppm. Sulfur analysis of the metal after the experiments was performed with combustion-infrared absorption test method (calibration with metal reference materials, ASTM E1019). It had a detection limit of 10 ppm. The contents of vanadium and titanium in the metal were analyzed by atomic absorption spectroscopy (AAS, AA-6800), and it had the same detection limit with carbon.
The slag composition was analyzed by an X-ray fluorescence spectrometer (XRF, 1800, Shimadzu, Japan).
The desulfurization products were observed by a JSM-6480LV scanning electron microscope (SEM, JEOL, Tokyo, Japan) with energy dispersive X-ray spectroscope (EDS, Noran System six, JEOL, Tokyo, Japan).

3. Results

Table 4 and Table 5 present the experimental results after 2 h reaction. In order to determine the yield of sulfur, only pure iron and FeS were added in sample a, which had the same duration of constant temperature as the other samples. The result of the test shows that the yield of sulfur was above 98%, which means that sulfur did not escape.
For samples c–g, the contents of carbon and titanium were kept unchanged, and the content of vanadium was changed from 0.1% to 1.0%. Similarly, samples d and h–k were used to study the influence of titanium content. By comparison, vanadium and titanium were not added into the liquid iron of sample b. It is clearly seen that the carburizing amount was 1.65–2.30 mass %. The final sulfur content of all samples was about 0.06 wt. %, except for sample e. This result was significantly higher than that of desulfurizer entering hot metal.
The same masses of CaO powder and vanadium slag were added in all samples. Except for TiO2, the composition of the slag after reaction changed little.
Figure 4 shows the change of sulfur content of the samples in Table 3 as a function of reaction time. The desulfurization rate of sample I with low content of vanadium and titanium is fastest, and the desulfurization velocity of sample II containing titanium is slowest. There is no significant difference in the final sulfur content among the three samples.
A small CaO particle (about 5 μm) in the center of the sample transformed to calcium sulfide in a short time, and is shown with high magnification in Figure 5. Sulfur penetrates into the center of the particles from the surface gradually, while vanadium and titanium do not accumulate on the surface.
In Figure 6, the aggregation of sulfur and titanium occurs on the surface of the sheet-like CaO (about 100 μm). Additionally, the position of titanium appears to have the aggregation of sulfur, which indicates that the oxygen portion displaced by sulfur reacted with titanium to form an oxide of titanium attached to the core of CaO. EDS analysis indicated the presence of TiO2. The result is very similar to silicon in liquid iron [11,12]. However, vanadium is not accumulated on the surface of CaO. Compared with Figure 4, particles with small CaO size have little aggregation of titanium, and the presence of titanium is more easily found on a larger CaO powder.
Figure 7 shows the result of the slag, and the composition of each point is shown in Table 6. The unreacted CaO mixed with CaS and TiO2 on the surface of liquid iron, with a small amount of iron interposed there between, as shown in points 3 and 4. The content of vanadium in the slag was extremely small.

4. Discussion

4.1. Thermodynamic Perspective

In the desulfurization process of CaO, carbon vanadium and titanium in the liquid iron may participate in the reactions. Considering the difference in the ability of each element to react with oxygen, the possible desulfurization reactions are analyzed from Gibbs free energy, as shown in Figure 8. The ΔG value is calculated by the following equation:
Δ G i = Δ G i o + R T ln J i
In the calculation process, the activities of oxides (sulfides) are based on the mass fraction of the slag [13]. The activity coefficient of an element in liquid iron is calculated by the Wagner model as shown in the following formula [14,15]:
lg f i = j = i n [ j ] % × e i j
where f i is the activity coefficient of component i, [ j ] % is the mass percentage of component j, e i j is the activity interaction coefficient of component j on component i.
The activity interaction coefficients of carbon, sulfur, vanadium, and titanium are listed in Table 7. The data in the literature [16,17,18] were calculated according to the experimental results in the carbon-saturated iron liquid. The data in the literature [19,20,21] were obtained in the liquid steel with low sulfur, vanadium, and titanium contents. The activity interaction coefficient is suitable for the experimental conditions. The activity interaction coefficient decreases slightly with temperature [22,23,24]. This has little effect on the calculation result. The calculated value of activity coefficient is shown in Table 8.
The desulfurization reactions are likely to happen with titanium or carbon, except vanadium. The ΔG value of the reaction with carbon decreases with the temperature, while that of titanium is the opposite. The ΔG value of the reaction with titanium is lower than that of carbon at 1623 K. The results in Figure 5 and Figure 6 also demonstrate that carbon and titanium participate in the desulfurization reaction of CaO.
According to the experimental results in Table 5, changes of vanadium and titanium have little effect on final sulfur content. The final sulfur content is calculated by:
( CaO )   +   [ S ]   +   [ C ]   =   CO   ( g )   +   ( CaS ) ;   Δ G C o = 86570 70.3 T [ 18 ]
[ S ] % = P C O e Δ G C o R T × a ( C a S ) a ( C a O ) × 1 [ C ] % f C f S
( CaO )   +   [ S ]   +   ½   [ Ti ]   =   ½   ( TiO 2 )   +   ( CaS ) ;   Δ G T i o = 232045 + 83.82 T [ 18 ]
[ S ] % = 1 e Δ G T i o R T × 1 f S × a ( C a S ) a ( C a O ) × ( a ( T i O 2 ) [ T i ] % f T i ) 1 2
where P C O is the carbon monoxide partial pressure, a ( C a S ) is the activity of CaS in slag, a ( C a O ) is the activity of CaO, and a ( T i O 2 ) is the activity of TiO2.
The calculated result is shown in Figure 9. Compared with the experimental values, the final sulfur content controlled by Reaction (3) is cogent, which means that the thermodynamic conditions of desulfurization have changed and titanium has not participated in the desulfurization of CaO at the later stage. In Figure 9a, sample data shows that the sulfur content is significantly higher than that of the other four groups, reaching 0.81%. The reason is that the carbon content in this sample is relatively low with only 1.65 wt. %.
Judging by Equations (4) and (6), the final sulfur content is proportional to the ratio of CaS activity to CaO activity in slag, whether it is carbon or titanium. For Reaction (5), the final sulfur content is also proportional to the ratio of titanium dioxide activity in slag and titanium activity in liquid iron. The results in Table 3 and Table 4 indicate that the higher the content of titanium in liquid iron, the larger the amount of TiO2 in slag after desulfurization. The activity of TiO2 corresponds to that of the mass fraction. As CaO reacts with acidic oxides in slag to form complex oxides, such as CaTiO3, free CaO in slag decreases rapidly. Thus the ratio of CaS activity to CaO activity is much larger than that of mass fraction. In this calculation process, the activity of CaO was total CaO, not free CaO. If the content of free CaO is 5% of the total CaO, the calculated value is increased by 20 times. This is the reason why the experimental value is larger than the calculated value in Figure 9, but they share the same trend.
According to Table 7, vanadium reduces the activity of sulfur and carbon. Since vanadium has a small weakening effect on activity coefficient and a small variation range of content, it has little influence on the two desulfurization reactions in Figure 9a.

4.2. Kinetics Perspective

In the initial stage after adding CaO powder, the contact interface between solid CaO particles and liquid iron has a sulfur/oxygen concentration gradient, as is shown in Figure 10. The following reaction occurs:
CaO (s) = Ca2+ + O2−
O 2− − 2e = [O]
[S] + 2e = S2−
S2− + Ca2+ = CaS (s)
On the surface of CaO, dissolved sulfur atoms exchange electrons with oxygen ions. The sulfur atoms that obtain electrons become S2−, which combines with the remaining Ca2+ to form CaS (2673 K of melting point). After losing electrons, oxygen ions become oxygen atoms and dissolve into liquid iron. [O] reacts with [C] and [Ti] in liquid iron to form CO gas or TiO2 (2123 K of melting point). With the continuous exchange of sulfur and oxygen, CaS intersperses on the surface of CaO particles and penetrates into CaO particles gradually. For the liquid iron with high titanium, TiO2 that was generated by [Ti] and [O] attaches to the surface of CaO particles, and then it combines with CaO to form CaTiO3 (2253 K of melting point), which envelops CaO and prevents the replacement of sulfur and oxygen gradually. According to the thermodynamic analysis, the combining capacity of vanadium and [O] in the liquid iron is lower than that of carbon and titanium. Therefore, vanadium does not combine with the oxygen from CaO to form vanadium oxide which attaches to the surface of CaO.
Due to the high sulfur content in liquid iron, the desulfurization velocity is controlled by the diffusion of sulfur through the reactant layer to the interior of CaO particles. At this time, a large amount of CaO particles could touch the surface of liquid iron and react with sulfur quickly. TiO2 generated on the surface of CaO hinders the desulfurization reaction, which is the reason for the slow desulfurization velocity of high titanium content. During this period, the vanadium does not have a great influence on the desulfurization velocity.
At the later stage of desulfurization, solid CaO is dissolved in the liquid slag. The reaction changes to:
(O2−) + [S] = (S2−) + [O]
Under this experimental condition, the liquid iron has relatively large viscosity. The desulfurization velocity is controlled by the mass transfers of [S] in liquid iron [25,26]. The equation is as follows:
d [ % S ] d t = A V m k [ S ] ( [ % S ] [ % S ] e )
where A is the superficial area of the interface, V m is the volume of the liquid iron, k [ S ] is the mass transfer coefficient of sulfur in the liquid iron, [ % S ] and [ % S ] e are the mass percent of [S] in the metal and in the slag/iron interface, respectively.
The k [ S ] is directly proportional to temperature and inversely proportional to the viscosity of liquid iron [27,28,29]. The viscosity of liquid iron increases with the content of vanadium and titanium [7]. Hence, a higher content of vanadium and titanium reduces the velocity of desulfurization. On the other hand, the combination of CaO and other oxides leads to a reduction in free CaO, and the desulfurization velocity decreases gradually.
As there are insufficient conditions for vanadium to combine with oxygen from CaO to form vanadium oxide, the desulfurization effect of vanadium is not as good as that of titanium.

5. Conclusions

The top slag has some beneficial effect on hot metal desulphurization. However, its effect is not as good as that of the desulfurizing agent.
Titanium in liquid iron had a certain influence on the desulfurization of adding CaO. In the range of desulphurization temperatures, TiO2 was generated by the reaction of titanium with oxygen from CaO. Then, it attached to the surface of CaO powder. For small CaO particles, the oxygen displaced by sulfur reacted with carbon to form CO gas and escape. The oxides of iron, calcium, and titanium were mixed together on the top of the liquid iron, and calcium sulfide was dispersed in the oxides.
The higher the titanium content, the lower the desulfurization velocity. Under low sulfur conditions, the titanium element no longer participated in CaO desulfurization reaction. The change of vanadium and titanium contents had little effect on the final sulfur content, while the change of carbon content had a great influence on the final sulfur content.
Therefore, the influence of vanadium and titanium on desulfurization is not the main reason why the effect of semi-steel desulfurization is better than that of hot metal in field production. It is most likely due to the desulfurization temperature and the composition of the desulfurization agent, which will be the research in the next stage.

Author Contributions

Conceptualization, B.Y.; methodology, B.Y., B.S., and L.L.; validation, B.S.; formal analysis, B.Y. and L.L.; investigation, B.Y. and L.C.; resources, B.S. and L.C.; data curation, B.S. and B.Y.; writing—original draft preparation, B.Y.; writing—review and editing, B.Y., B.S., L.L., and L.C.

Funding

This research received no external funding.

Acknowledgments

Thanks to Hu Yihang for his language help and PanGang Group for the donation of vanadium slag.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. The experimental setup.
Figure 1. The experimental setup.
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Figure 2. Diagram of crucibles and raw materials.
Figure 2. Diagram of crucibles and raw materials.
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Figure 3. Diagram of sampling tool.
Figure 3. Diagram of sampling tool.
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Figure 4. Sulfur content of the samples as a function of reaction time.
Figure 4. Sulfur content of the samples as a function of reaction time.
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Figure 5. Element mappings showing CaS growth on CaO particle.
Figure 5. Element mappings showing CaS growth on CaO particle.
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Figure 6. Agglomerate of CaO surrounded by TiO2 and CaS.
Figure 6. Agglomerate of CaO surrounded by TiO2 and CaS.
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Figure 7. SEM images of the top sample.
Figure 7. SEM images of the top sample.
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Figure 8. ΔG values with temperature.
Figure 8. ΔG values with temperature.
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Figure 9. Sulfur content with the change of (a) vanadium and (b) titanium.
Figure 9. Sulfur content with the change of (a) vanadium and (b) titanium.
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Figure 10. Schematic diagram of CaO desulfurization reaction.
Figure 10. Schematic diagram of CaO desulfurization reaction.
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Table 1. Materials used for desulfurization experiment.
Table 1. Materials used for desulfurization experiment.
ChemicalPurity/(wt. %)
Pure iron99.8
Titanium powder99.0
FeV50 196.5
FeSx 285.0
CaO98.0
Ar99.9
1 52.26 mass % of vanadium, 2 47.67 mass % of sulfur, 43.68 mass % of ferrum, and 7.89 mass % of oxygen.
Table 2. Compositions of vanadium slag. (wt. %).
Table 2. Compositions of vanadium slag. (wt. %).
CaOSiO2MgOAl2O3V2O3TiO2MnOTFeS
10.5323.826.016.948.7510.524.0324.940.71
Table 3. Compositions of the liquid iron before reaction (wt. %).
Table 3. Compositions of the liquid iron before reaction (wt. %).
No.CSVTi
I2.40.170.010.02
II2.60.170.020.24
III2.40.160.190.03
Table 4. Compositions of elements in liquid iron (wt. %).
Table 4. Compositions of elements in liquid iron (wt. %).
Sample NameCSadditionSfinalVadditionVfinalTiadditionTifinal
a2.230.1460.144----
b2.170.1710.057----
c2.080.1670.0580.130.120.350.28
d2.120.1750.0590.410.420.290.24
e1.650.1670.0810.550.510.340.31
f2.300.1740.0610.850.840.350.27
g2.040.1680.0590.950.920.310.25
h2.230.1650.0580.350.360.060.04
i2.210.1660.0600.400.370.560.48
j2.160.1520.0600.420.390.690.53
k2.110.1570.0650.350.330.980.86
Table 5. Compositions of slag after desulfurization (wt. %).
Table 5. Compositions of slag after desulfurization (wt. %).
Sample NameCaOSiO2MgOAl2O3V2O3TiO2MnOTFeS
a---------
b31.1917.144.324.996.307.222.9013.544.40
c30.9116.794.234.896.1610.382.8513.124.13
d30.8016.994.294.955.719.942.8812.944.40
e32.9617.144.334.996.828.902.9013.133.42
f30.3616.614.194.846.6211.452.8113.224.24
g30.8416.764.234.887.1910.392.8412.974.12
h31.7817.234.355.025.798.362.9113.034.16
i30.8616.664.204.856.6311.482.8213.214.01
j30.1416.344.124.766.0014.642.7613.073.48
k30.6916.644.194.845.6013.682.8113.153.54
Table 6. EDS of each point in Figure 7 (wt. %).
Table 6. EDS of each point in Figure 7 (wt. %).
No.FeOSCaVTi
199.10.20.10.10.30.2
211.420.59.742.33.512.6
323.718.911.233.44.18.7
423.720.514.326.92.112.5
58.420.923.730.32.913.8
66.922.115.734.22.218.9
748.426.93.212.51.77.3
Table 7. Activity interaction coefficient of the main elements.
Table 7. Activity interaction coefficient of the main elements.
ElementSCVTi
e C j 0.11 (1623 K) [16]0.20 (1623 K) [16]−0.054 (1708 K) [17]−0.052 (1673 K) [18]
e T i j −0.11(1873 K) [19]−0.22 (1673 K) [18]-0.023 (1823 K) [20]
e S j −0.033 (1623 K) [17]0.29 (1623 K) [16]−0.016 (1873 K) [21]−0.072 (1873 K) [19]
e V j −0.028 (1873 K) [21]−0.24 (1708 K) [17]0.015 (1823 K) [20]-
Table 8. Activity coefficient of C, S, V, and Ti.
Table 8. Activity coefficient of C, S, V, and Ti.
Sample Nameabcdefghijk
f C -2.792.512.491.962.552.252.702.532.462.32
f S -4.243.793.892.794.293.604.333.973.803.49
f V -0.300.320.310.410.290.330.290.300.310.31
f T i -0.330.350.340.430.310.360.320.330.340.35

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Yang, B.; Song, B.; Li, L.; Chen, L. Effect of Vanadium and Titanium on Desulfurization of CaO Slag in Liquid Iron. Metals 2019, 9, 1239. https://doi.org/10.3390/met9111239

AMA Style

Yang B, Song B, Li L, Chen L. Effect of Vanadium and Titanium on Desulfurization of CaO Slag in Liquid Iron. Metals. 2019; 9(11):1239. https://doi.org/10.3390/met9111239

Chicago/Turabian Style

Yang, Biwen, Bo Song, Longfei Li, and Liang Chen. 2019. "Effect of Vanadium and Titanium on Desulfurization of CaO Slag in Liquid Iron" Metals 9, no. 11: 1239. https://doi.org/10.3390/met9111239

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