2020 Volume 60 Issue 10 Pages 2141-2146
Expansion of the system for thermodynamic parameters in liquid iron is expected for the improvement in iron & steelmaking processes. The development of their calculation method is one of the issues for its realization. In the present work, we proposed a calculation method for an activity coefficient of solute in infinite dilute liquid iron to element i, γοi, based on the surface tension of binary liquid Fe alloys. It was found that the estimated values by our proposed method agree with recommended literature data.
Thermodynamic data such as the activity coefficient, interaction coefficient and excess free energy are regarded as important guidelines for determining the direction of actual operations in various kinds of high-temperature metal production processes. This is because thermodynamic data elucidate the reactions of liquid state substances and the phenomena occurring between them. Therefore, the thermodynamic data in the liquid Fe system related to the removal of impurities and inclusions have been actively obtained in the steelmaking process for steel production.1,2) Many types of models exist for calculating the physicochemical properties, which are the control factors in high-temperature processes. Models for liquid alloy surface tension and viscosity based on thermodynamic data have been developed as the thermodynamic database is improved, and the construction of a calculation system based on this thermodynamic database has progressed.3,4,5,6,7,8) In particular, a calculation method based on Butler’s equation for the surface tension of a liquid alloy via activity has been proposed by Speiser et al.,10) and is considered a good model that correlates well with the measured value. Thus, it is no exaggeration to state that this model sufficiently associates the thermodynamic data to the surface tension for a liquid alloy. From this viewpoint, Gasior et al.11) reported a method for calculating the excess free energy from the surface tension of a liquid alloy using the previous method (i.e., calculating the liquid alloy surface tension based on the thermodynamic data) in the opposite direction. Gasior et al. proposed that a polynomial equation can fit the data on the composition dependence of surface tension for liquid alloy in Fe–Ni and Fe–Co systems, and they evaluated the excess free energy in an entire composition range by fitting the surface tension calculated with the model into the polynomial equation. This method of Gasior et al. is suitable to calculate the phase equilibrium such as phase diagram because the calculated excess free energy is available in an entire composition range. However, a small amount of many different solute components are often dissolved in the large quantity of solvent refined in a metal refining reaction; e.g., in liquid steel in the steel refining process. In this case, the activity coefficient of the solute constituent based on Wagner’s expression12) is generally used to calculate an equilibrium partition under the assumption of an infinite dilute liquid as a matter of convenience. Therefore, measurements of the activity coefficients and the interaction coefficient between solutes in an infinite dilute liquid Fe have been carried out even in recent years owing to their indispensability.13,14,15,16,17) In the present work, we were challenged to calculate the activity coefficient of a solute element in an infinite dilute liquid Fe based on the surface tension for a binary liquid Fe-based alloy. Further, the surface tension for liquid metals and alloys was reviewed based on published compilations and the latest data to improve the accuracy of the calculation. This is because great variability among the measured data on surface tension has been reported owing to the considerable variation of surface tension that occurs with a slight amount of impurity element.
The equation for calculating the surface tension of a liquid A-B alloy3,4,5,6,7,8) is given as
(1) |
(2) |
Equation (2) signifies that the partial excess Gibbs energy in the surface phase,
(3) |
(4) |
Here, the calculation of the activity coefficient from the surface tension of the liquid A-B alloy, which is the proposed method in the present work, is considered based on Eq. (4). When the known parameters are σ, σA, σB, AA, AB and
(5) |
Here, it is assumed that the surface and bulk layers are both regarded as an infinite dilute liquid, where a solute B is infinitely diluted in a liquid A in the surface layer. Because only two parameters are unknown in Eq. (5) (namely, the activity coefficient for solute B in an infinite dilute liquid A (
Table 1 shows the molar volume and surface tension for a pure liquid metal used in the activity coefficient of solute element in an infinite dilute liquid Fe. The molar volume at 1873 K for each solute i was calculated using the molar volume at the melting point, Vmp,i, and the thermal expansion coefficient, αi, given in Ref. [19]. Several data compilations giving the surface tension for a pure liquid metal have been reported, such as in the book by Iida and Guthrie,19) and the reviews by Keene20) and Mills et al.21) It is well known that surface tension is affected by impurities such as surface active elements. In some cases, a significant decrease in the surface tension can result from only a small amount of the impurity element, which leads to the large scatter of measured surface tension values. It is considered that the impurity sources are the sample, the atmosphere and the contact material used in the experiments. To obtain reliable experimental measurement data, therefore, a great deal of attention has been given to improving the purity of the sample and the atmosphere and preventing reactions between the sample and contact material. The review papers by Keene and by Mills et al. evaluated the surface tension data for liquid metals from this viewpoint, primarily focusing on the surface tension reduction induced by the presence of impurities. Recently, the levitated oscillating drop method has been used to measure the surface tension of liquid metals, where contact between the liquid metal sample and the contact material is avoided by levitating the liquid metal sample. This method has provided reliable surface tension data even for high-reactivity metals by eliminating the effect of impurities originating from the contact materials. While the review by Mills et al. partially included data obtained by the levitated oscillating drop method, the reliability of the surface tension data for liquid metals has increased by the additional measurements acquired by this method since the review of Mills et al. From the above viewpoints, the surface tension for pure liquid metals was reassessed in the present work.
i | Vmp,i (10−6 m3/mol) | αi (10−4/K) | σi (mN/m) |
---|---|---|---|
Al | 11.3 | 1.5 | 979 – 0.271 (T – 933)22) |
Ce | 20.9 | 0.34 | 751 – 0.07 (T – 1071)26) |
Co | 7.60 | 1.4 | 1900 – 0.35 (T – 1768)21) |
Cr | 8.27 | 1.1 | 1710 – 0.54 (T – 2176)21) |
Cu | 7.94 | 1.0 | 1320 – 0.28 (T – 1358)21) |
Fe | 7.94 | 1.3 | 1880 – 0.41 (T – 1811)21) |
La | 23.3 | 0.40 | 752 – 0.056 (T – 1193)25,26) |
Mn | 9.54 | 1.6 | 1152 – 0.35 (T – 1518)21) |
Ni | 7.43 | 1.51 | 1880 – 0.41 (T – 1811)21) |
Si | 11.1 | 1.4 | 850 – 0.25 (T – 1683)21) |
Sn | 17.0 | 0.87 | 550 – 0.07 (T – 505)21) |
Ti | 11.6 | 0.56 | 1670 – 0.16 (T – 1943)21) |
This work assessed the surface tension of pure liquid Al, Ce and La because the high reactivity of these elements are considered to greatly affect the surface tension. Although Cr and Ti are also high-reactivity metals, the data for these elements using the levitated oscillating drop method in the compilation by Mills et al. are regarded as appropriate measurement values. In addition, the surface tension values of pure liquid Co, Cu, Fe, Mn, Ni, Si, and Sn evaluated in the compilation of Mills et al. are also appropriate because these elements are less reactive than Cr, Ti, Al, Ce and La. Further, the assessment of some metals were conducted by including the data from the levitated oscillating drop method. Kobatake et al.,22) Brillo et al.23) and Leitner et al.24) have measured the surface tension for pure liquid Al with the levitated oscillating drop method. In the calculations herein, the value measured by Kobatake et al. was selected as the most appropriate value of the three based on the report that the concentration of oxygen in the sample of Kobatake et al. is lowest. Recently, the surface tension values of pure liquid rare earth elements including Ce and La have been measured systematically by Ishikawa et al. with the electrostatic levitated oscillating drop method.25,26) The temperature range in their measurement of Ce is narrow (1079–1185 K), while that of La is broad (1150–1525 K). Although some may argue the justifiability of extrapolating the surface tension data for Ce at 1873 K from the temperature dependence of surface tension for Ce given by Ishikawa et al., the surface tension data for La25,26) and Ce26) was used in the present work owing to the fact that this represents the sole measurement by the levitated oscillating drop method for Ce.
3.2. Surface Tension for Binary Liquid Fe AlloyIn this calculation, the surface tension for an infinite dilute liquid Fe-solute element i must be considered as the surface tension of a binary liquid Fe alloy to calculate the activity coefficient for the solute element i in an infinite dilute liquid Fe,
As discussed above, it is preferable to use the surface tension data for liquid Fe–Al alloy measured by the levitated oscillating method for the present calculation owing to the high reactivity of Al. However, the measurement of surface tension for the liquid Fe–Al alloy with a low Al concentration range has not been carried out since the Keene compilation. Therefore, the value dσ/d[at%] = −18 in that compilation was selected herein. Two values of dσ/d[at%] are given for each of the Fe–Ce, Fe–La and Fe–Ti systems in the compilation of Keene: namely, 0 or −1750 for the Fe–Ce system, 0 or −1500 for the Fe–La system, and 0 or −230 for Fe–Ti system. Thus, these values should be assessed. Although Ce, La and Ti have a high reactivity like Al, no surface tension data have been obtained by the levitated oscillating method for a Fe-based liquid alloy containing Ce, La and Ti. Therefore, the dσ/d[at%] was reviewed based on previous reports28,29) that are not included in Keene’s compilation. Ryabov et al.28) reported that Ce and La act as a surface active component against liquid steel, which means that Ce and La are considered to be surface active components for liquid iron. On the basis of this knowledge, we adopted the dσ/d[at%] values of −1750 for the Fe–Ce system and −1500 for the Fe–La system, which decrease the surface tension for liquid Fe alloy. In terms of the Fe–Ti system, dσ/d[at%] = 0 was selected in this calculation because Lee et al.29) indicate the result that the surface tension for liquid Fe–Ti alloy rarely changes in the low Ti concentration range. It has been confirmed that the surface tension for liquid Fe–Cr alloy has no composition dependence based on a measurement result via the levitated oscillating drop method by Nogi et al.,30,31) although the data on the surface tension for liquid Fe–Cr alloy has exhibited a large scatter in the past because of the high reactivity of Cr. Therefore, it is considered that the surface tension for liquid Fe–Cr alloy does not vary with the composition; i.e., dσ/d[at%] = 0. Nogi et al.30) also have measured the surface tension for the liquid Fe–Cu system and Fe–Sn system by the levitated oscillating drop method. Their results are in good agreement with past literature values, which indicates that the dσ/d[at%] value of −30 for the liquid Fe–Cu system and −1630 for the liquid Fe–Sn system, provided in Keene’s compilation, are reliable. Since Keene’s compilation was published, the surface tension for the liquid Fe–Si system has been measured by the levitated oscillating drop method by Brooks et al.32) Although their measurement was carried out for varying Si composition, increasing in steps of 25 at%, their data are not suitable for the calculation for dσ/d[at%] because the range of Si concentration where a linear relationship can be valid is less than 5 at%. Thus, the value found in Keene’s compilation of dσ/d[at%] = 13 was used herein. The surface tension of the liquid Fe–Ni system has been newly measured by Seyhan et al.,33) and the value dσ/d[at%] = −0.4 given in their study was selected herein. To our knowledge, no data exists on the surface tension for the liquid Fe–Mn system measured by the levitated oscillating drop method. The new dσ/d[at%] value by Lee et al.34) obtained by the sessile drop method is in accordance with the value of dσ/d[at%] = −50 assessed by Keene, and this value was used in this calculation. The dσ/d[at%] value obtained by Eichel et al.35) via the levitated oscillating drop method shows a larger negative concentration dependence of surface tension for the liquid Fe–Co system than before when adding Co to liquid Fe. Gasior et al.11) have reported that the data of Eichel et al. is unreliable based on their evaluation of the comparison of the excess Gibbs free energy calculated from the surface tension for liquid Fe–Co alloy with that in the literature. Gasior et al. further suggest that the surface tension value measured by the sessile drop method by Ogino et al.36) possesses higher reliability. Based on the data of Ogino, dσ/d[at%] = 0 for liquid Fe–Co alloy was selected in this study. The composition ranges where the surface tension for liquid Fe-based alloy had a linear relationship on its concentration dependence in the compilation of Keene are show in Table 2. The temperatures of the dσ/d[at%] values in Table 2 are 1823 K for the data in Keene’s compilation27) and the measured temperatures for the others; which are different from the temperature of calculation in the present work of 1873 K. However, the dσ/d[at%] values shown in Table 2 were used as the values at 1873 K in this calculation because the temperature dependence of dσ/d[at%] is regarded as negligible similar to that of surface tension.
The activity coefficient for a solute element i in an infinite dilute liquid Fe,
The relationship between the calculated
Figure 2 compares the activity coefficient of solute i in an infinite solute liquid Fe calculated based on the surface tension for the liquid Fe-i alloy with the value in the literature. The literature value in Fig. 2 is the recommended activity coefficient reported in the compilation of thermodynamic data for steelmaking.1) It is generally reported that an impurity significantly affects the surface tension of the liquid metal, as described above, and several percentage of scatter arising from the measurement method itself is included in the measured value.37,38) The scatter of the activity coefficient calculated by considering the surface tension for a pure liquid metal with ± 3% of error was shown as an error bar in Fig. 2. The plots including the scatter showed data that existed in the first and third quadrants, and it was found that the sign of the calculated activity coefficient roughly agreed with the literature. The reproducibility of the absolute value of the activity coefficient was also confirmed to some extent because (excepting Al and Ce) the plots were located along the line of the ratio of the calculated value to the literature value, whose slope equals 1. Consequently, it is concluded that the activity coefficient of a solute in an infinite dilute liquid Fe can be calculated based on the surface tension for binary liquid Fe alloy by the method proposed in the present work. Ono et al.39) regard the difficulty of measurement as one of the reasons why the sufficiency rate for interaction coefficients is low, and urge the necessity of establishing a non-conventional measurement method. The measurements of the surface tension for liquid metals and alloys via the levitated oscillating drop method, which minimizes the effect of impurities on the surface tension in a non-contact manner as described above, have largely been conducted in recent year. This method has actualized the measurement of the surface tension for reactive metals22,23,24,25,26) and alloys.30,40,41) It is therefore expected that the method proposed in this study will lead to the acquisition of thermodynamic data in alloy systems that are not obtainable by conventional methods because the proposed method is available for all alloy systems whose surface tension can be measured. In addition, we expect that the activity coefficient for Al and Ce calculated based on our proposed method, which accords poorly with the recommended value (Fig. 2), will agree with the recommended value when the surface tension for liquid Fe–Al and Fe–Ce alloys is measured by the levitated oscillating drop method.
Comparison between calculated
The activity coefficient of the solute element in an infinite dilute liquid Fe was calculated using the surface tension for a binary liquid Fe-based alloy obtained via the method for calculating the surface tension for liquid alloy based on the thermodynamic data in reverse. The new equation was derived by modifying Butler’s equation under an assumption of an infinite dilute liquid. The resulting value calculated from the surface tension for binary liquid Fe-based alloy by the derived equation generally agrees with the recommended value in the literature.