2020ISIJ InternationalOpen access

Surface Tension Calculation of Molten Slag in SiO2–Al2O3–CaO–MgO–‘FeO’–‘Fe2O3’ Systems Based on a Statistical Modelling Approach

Jianjiang Xin, Nan Wang, Min Chen

Open full text 18 citations

Abstract

A calculation model for surface tension of molten slags in SiO2–Al2O3–CaO–MgO systems, based on a statistical modelling approach, was further extended to SiO2–Al2O3–CaO–MgO–‘FeO’–‘Fe2O3’ multi-component systems. A total number of 1493 surface tension data reported in literatures, including 661 iron-containing data in this study, have been collected and critically reviewed for optimizing model parameters. The model achieves an excellent agreement with literature values for iron -containing melts with an average error of 4.9% and overall absolute error of 29.75 mN/m. Moreover, the dependence of surface tension on composition and temperature the composition has been discussed using the present model. The results show that the surface tension always obviously decrease with the increment of SiO2 content and substitution of CaO or Al2O3 by MgO will cause a decrease in the surface tension. In case of silica-free ternary systems such as the Al2O3–CaO–‘Fe2O3’ and CaO–MgO–‘Fe2O3’, the surface tension decreases with increasing ‘Fe2O3’ concentration with constant Al2O3 and CaO level respectively, indicating the network former role of ‘Fe2O3’ in these studied systems. Temperature coefficient is closely related with the melt composition and positive values for high ‘FeO’ and ‘Fe2O3’ contents in the melts were found.

About this research paper

What this paper is about

A calculation model for surface tension of molten slags in SiO2–Al2O3–CaO–MgO systems, based on a statistical modelling approach, was further extended to SiO2–Al2O3–CaO–MgO–‘FeO’–‘Fe2O3’ multi-component systems. A total number of 1493 surface tension data reported in literatures, including 661 iron-containing data in this study, have been collected and critically reviewed for optimizing model parameters. The model achieves an excellent agreement with literature values for iron -containing melts with an average error of 4.9% and overall absolute error of 29.75 mN/m. Moreover, the dependence of surface tension on composition and temperature the composition has been discussed using the present model. The results show that the surface tension always obviously decrease with the increment of SiO2 content and substitution of CaO or Al2O3 by MgO will cause a decrease in the surface tension. In case of silica-free ternary systems such as the Al2O3–CaO–‘Fe2O3’ and CaO–MgO–‘Fe2O3’, the surface tension decreases with increasing ‘Fe2O3’ concentration with constant Al2O3 and CaO level respectively, indicating the network former role of ‘Fe2O3’ in these studied systems. Temperature coefficient is closely related with the melt composition and positive values for high ‘FeO’ and ‘Fe2O3’ contents in the melts were found.

Why it matters

OpenAlex reports 18 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

A calculation model for surface tension of molten slags in SiO2–Al2O3–CaO–MgO systems, based on a statistical modelling approach, was further extended to SiO2–Al2O3–CaO–MgO–‘FeO’–‘Fe2O3’ multi-component systems. A total number of 1493 surface tension data reported in literatures, including 661 iron-containing data in this study, have been collected and critically reviewed for optimizing model parameters. The model achieves an excellent agreement with literature values for iron -containing melts with an average error of 4.9% and overall absolute error of 29.75 mN/m. Moreover, the dependence of surface tension on composition and temperature the composition has been discussed using the present model. The results show that the surface tension always obviously decrease with the increment of SiO2 content and substitution of CaO or Al2O3 by MgO will cause a decrease in the surface tension. In case of silica-free ternary systems such as the Al2O3–CaO–‘Fe2O3’ and CaO–MgO–‘Fe2O3’, the surface tension decreases with increasing ‘Fe2O3’ concentration with constant Al2O3 and CaO level respectively, indicating the network former role of ‘Fe2O3’ in these studied systems. Temperature coefficient is closely related with the melt composition and positive values for high ‘FeO’ and ‘Fe2O3’ contents in the melts were found.

Key concepts: Surface tension, Slag (welding), Ternary operation, Thermodynamics, Composition (language), Mineralogy, Analytical Chemistry (journal), Chemistry

Related papers

Back to paper searchBrowse research topicsOriginal source
Surface Tension Calculation of Molten Slag in SiO2–Al2O3–CaO–MgO–‘FeO’–‘Fe2O3’ Systems Based on a Statistical Modelling Approach — Research Paper | ScholarLens