SiO2–CaO–Al2O3 ternary inclusions are among the most common complex oxide inclusions in steel. Nevertheless, the chemical and physical properties of these composite inclusions, particularly with detailed composition changes, have not been sufficiently investigated. In this study, first-principles density functional theory calculations were used to determine the electronic, mechanical, and thermodynamic properties of two stable phases in the SiO2–CaO–Al2O3 ternary inclusion system: anorthite (CaAl2Si2O8) and gehlenite (Ca2Al2SiO7). Based on the electronic density of states analysis and band structure calculations, oxygen atoms play important roles in the electron reactivity of both phases. Young’s modulus and Poisson’s ratios were calculated and compared with those of the SiO2–CaO inclusions. The Young’s moduli of CaAl2Si2O8 (101.32 GPa) and Ca2Al2SiO7 (131.43 GPa) were close to the maximum and minimum Young’s moduli of the binary oxide inclusions, respectively. With increasing temperature, the Young’s moduli of CaAl2Si2O8 and Ca2Al2SiO7 showed slight increasing and decreasing trends, respectively, whereas the Poisson’s ratio decreased. Furthermore, the thermodynamic properties, particularly temperature-related thermal expansion coefficients, were also deeply investigated. The thermal expansion coefficients of both CaAl2Si2O8 and Ca2Al2SiO7 increased rapidly with increasing temperature in the low-temperature regime above 300 K. As the temperature increased, the increasing trend slowed. When the temperature reached 2000 K, the thermal expansion coefficients of CaAl2Si2O8 and Ca2Al2SiO7 respectively were 12 × 10−6 and 8.5 × 10−6 K−1. These findings enhance the understanding of the physical nature of ternary inclusions in steels and provide a scientific foundation for analyzing their effects on steel performance using a more comprehensive inclusion database, thereby contributing to inclusion engineering in the development of materials with superior mechanical integrity.
| [1] |
Wang L, Song B, Yang ZBet al. . Effects of Mg and La on the evolution of inclusions and microstructure in Ca–Ti treated steel. Int. J. Miner. Metall. Mater.. 2021, 28121940.
|
| [2] |
Thornton PA. The influence of nonmetallic inclusions on the mechanical properties of steel: A review. J. Mater. Sci.. 1971, 64347.
|
| [3] |
Dhua SK, Ray A, Sen SK, Prasad MS, Mishra KB, Jha S. Influence of nonmetallic inclusion characteristics on the mechanical properties of rail steel. J. Mater. Eng. Perform.. 2000, 96700.
|
| [4] |
Wang Y, Karasev A, Park JH, Jönsson PG. Non-metallic inclusions in different ferroalloys and their effect on the steel quality: A review. Metall. Mater. Trans. B. 2021, 5252892.
|
| [5] |
Deng ZY, Zhu MY. Evolution mechanism of non-metallic inclusions in Al-killed alloyed steel during secondary refining process. ISIJ Int.. 2013, 533450.
|
| [6] |
Gu C, Bao YP, Lin L. Cleanliness distribution of high-carbon chromium bearing steel billets and growth behavior of inclusions during solidification. Rev. Metal.. 2017, 53189
|
| [7] |
Z.L. Wang, Y.P. Bao, and C. Gu, Convolutional neural network-based method for predicting oxygen content at the end point of converter, Steel Res. Int., 94(2023), No. 1, art. No. 2370011.
|
| [8] |
C. Gu, Y.P. Bao, S. Prasad, Z.Y. Lyu, and J.H. Lian, Defect engineering of fatigue-resistant steels by data-driven models, Eng. Appl. Artif. Intell., 124(2023), art. No. 106517.
|
| [9] |
Li TT, Yang J. Development in oxide metallurgy for improving the weldability of high-strength low-alloy steel—Combined deoxidizers and microalloying elements. Int. J. Miner. Metall. Mater.. 2024, 3161263.
|
| [10] |
Deng ZY, Zhang XM, Hao GY, Wei CX, Zhu MY. Dissolution behavior of Al2O3 inclusions into CaO–MgO–SiO2–Al2O3–TiO2 system ladle slags. Int. J. Miner. Metall. Mater.. 2024, 315977.
|
| [11] |
Liu XJ, Yang JC, Zhang F, Fu XY, Li HW, Yang CQ. Experimental and DFT study on cerium inclusions in clean steels. J. Rare Earths. 2021, 394477.
|
| [12] |
H.Z. Liu, S.K. Zhang, J. Zhang, Q. Ren, L.F. Zhang, and Y.F. Ge, Properties of typical non-metallic inclusions in steel: First-principles calculations, Mater. Today Commun., 34(2023), art. No. 105118.
|
| [13] |
Piskunov S, Heifets E, Eglitis RI, Borstel G. Bulk properties and electronic structure of SrTiO3, BaTiO3, PbTiO3 perovskites: An ab initio HF/DFT study. Comput. Mater. Sci.. 2004, 292165.
|
| [14] |
Sundareswari M, Ramasubramanian S, Rajagopalan M. Elastic and thermodynamical properties of A15 Nb3X (X = Al, Ga, In, Sn and Sb) compounds: First principles DFT study. Solid State Commun.. 2010, 15041–422057.
|
| [15] |
Chattaraj D, Majumder C. Structural, electronic, elastic, vibrational and thermodynamic properties of U3Si2: A comprehensive study using DFT. J. Alloy. Compd.. 2018, 732160.
|
| [16] |
Ali K, Ghosh PS, Arya A. A DFT study of structural, elastic and lattice dynamical properties of Fe2Zr and FeZr2 intermetallics. J. Alloy. Compd.. 2017, 723611.
|
| [17] |
Ng MF, Blackwood DJ, Jin HM, Tan TL. Revisiting Cl-induced degradation of MnS inclusions using DFT. J. Phys. Chem. C. 2021, 1254324189.
|
| [18] |
C.C. Qi, D. Spagnoli, and A. Fourie, Structural, electronic, and mechanical properties of calcium aluminate cements: Insight from first-principles theory, Constr. Build. Mater., 264(2020), art. No. 120259.
|
| [19] |
Gu C, Lyu ZY, Hu Q, Bao YP. Investigation of the structural, electronic and mechanical properties of CaO–SiO2 compound particles in steel based on density functional theory. Int. J. Miner. Metall. Mater.. 2023, 304744.
|
| [20] |
Bale CW, Chartrand P, Degterov SAet al. . FactSage thermochemical software and databases. Calphad. 2002, 262189.
|
| [21] |
Hammer B, Hansen LB, Nørskov JK. Improved adsorption energetics within density-functional theory using revised Perdew–Burke–Ernzerhof functionals. Phys. Rev. B. 1999, 59117413.
|
| [22] |
Kresse G, Furthmüller J. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. Phys. Rev. B. 1996, 541611169.
|
| [23] |
Kresse G, Joubert D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B. 1999, 5931758.
|
| [24] |
R.K. Pingak, A DFT study of structural and electronic properties of cubic thallium based fluoroperovskites TlBF3 (BGe, Sn, Pb, Zn, Cd, Hg, Mg, Ca, Sr, Ba), Comput. Condens. Matter, 33(2022), art. No. e00747.
|
| [25] |
J. Nisar, C. Århammar, E. Jämstorp, and R. Ahuja, Optical gap and native point defects in kaolinite studied by the GGA-PBE, HSE functional, and GW approaches, Phys. Rev. B, 84(2011), No. 7, art. No. 075120.
|
| [26] |
C.P. Sujith, S. Joseph, T. Mathew, and V. Mathew, First-principles investigation of structural, electronic and optical properties of quasi-one-dimensional barium cadmium chalcogenides Ba2CdX3 (X = S, Se, Te) using HSE06 and GGA-PBE functionals, J. Phys. Chem. Solids, 161(2022), art. No. 110488.
|
| [27] |
Y. Le Page and P. Saxe, Symmetry-general least-squares extraction of elastic data for strained materials from ab initio calculations of stress, Phys. Rev. B, 65(2002), No. 10, art. No. 104104.
|
| [28] |
K. Refson, P.R. Tulip, and S.J. Clark, Variational density-functional perturbation theory for dielectrics and lattice dynamics, Phys. Rev. B, 73(2006), No. 15, art. No. 155114.
|
| [29] |
G. Liu and J. Zhou, First-principles study of thermal expansion and thermomechanics of group-V monolayers: Blue phosphorene, arsenene, and antimonene, J. Phys. Condens. Matter, 31(2019), No. 6, art. No. 065302.
|
| [30] |
Togo A, Tanaka I. First principles phonon calculations in materials science. Scripta Mater.. 2015, 1081.
|
| [31] |
S.L. Shang, H. Zhang, Y. Wang, and Z.K. Liu, Temperature-dependent elastic stiffness constants of α- and θ-Al2O3 from first-principles calculations, J. Phys. Condens. Matter, 22(2010), No. 37, art. No. 375403.
|
| [32] |
Xu WW, Han JJ, Wang Y, Wang CP, Liu XJ, Liu ZK. First-principles investigation of electronic, mechanical and thermodynamic properties of L12 ordered Co3(M, W) (M = Al, Ge, Ga) phases. Acta Mater.. 2013, 61145437.
|
| [33] |
S.L. Shang, Y. Wang, and Z.K. Liu, First-principles calculations of phonon and thermodynamic properties in the boron–alkaline earth metal binary systems: B–Ca, B–Sr, and B–Ba, Phys. Rev. B, 75(2007), No. 2, art. No. 024302.
|
| [34] |
Shang SL, Wang Y, Kim D, Liu ZK. First-principles thermodynamics from phonon and Debye model: Application to Ni and Ni3Al. Comput. Mater. Sci.. 2010, 4741040.
|
| [35] |
Harabi A, Zaiou S, Guechi Aet al. . Mechanical properties of anorthite based ceramics prepared from kaolin DD2 and calcite. Cerâmica. 2017, 63367311.
|
| [36] |
Tian K, Mahmoud MZ, Cozza Pet al. . Periodic vs. molecular cluster approaches to resolving glass structure and properties: Anorthite a case study. J. Non Cryst. Solids. 2016, 451138.
|
| [37] |
Ke SJ, Cheng XS, Wang YM, Wang QH, Wang H. Dolomite, wollastonite and calcite as different CaO sources in anorthite-based porcelain. Ceram. Int.. 2013, 3954953.
|
| [38] |
Marincea S, Dumitras DG, Ghinet C, Fransolet AM, Hatert F, Rondeaux M. Gehlenite from three occurrences of high-temperature skarns, Romania: New mineralogical data. Can. Mineral.. 2011, 4941001.
|
| [39] |
Bruno E, Chiari G, Facchinelli A. Anorthite quenched from 1530°C. I. Structure refinement. Acta Crystallogr. Sect. B: Struct. Sci. Cryst. Eng. Mater.. 1976, 32123270.
|
| [40] |
Raaz F. Über den feinbau des gehlenit. Report of the Congress of the Vienna Academy of Sciences Class, I. 1930, 1398–10645[2025-3-17]
|
| [41] |
Manzano H, Dolado JS, Ayuela A. Structural, mechanical, and reactivity properties of tricalcium aluminate using first-principles calculations. J. Am. Ceram. Soc.. 2009, 924897.
|
| [42] |
Yun Y, Legut D, Oppeneer PM. Phonon spectrum, thermal expansion and heat capacity of UO2 from first-principles. J. Nucl. Mater.. 2012, 4261–3109.
|
| [43] |
Jia JH, Zhou DW, Zhang J, Zhang FW, Lu ZW, Pu CY. First-principles investigation of elastic and thermodynamic properties of SiCN under pressure. Comput. Mater. Sci.. 2014, 95228.
|
| [44] |
Anderson OL. A simplified method for calculating the Debye temperature from elastic constants. J. Phys. Chem. Solids. 1963, 247909.
|
| [45] |
Özdemir Kart S, Cagın T. Elastic properties of Ni2MnGa from first-principles calculations. J. Alloy. Compd.. 2010, 5081177.
|
| [46] |
Pugh SF. XCII. Relations between the elastic moduli and the plastic properties of polycrystalline pure metals. London Edinburgh Dublin Philos. Mag. J. Sci.. 1954, 45367823.
|
| [47] |
Young ML, Almer JD, Daymond MR, Haeffner DR, Dunand DC. Load partitioning between ferrite and cementite during elasto-plastic deformation of an ultrahigh-carbon steel. Acta Mater.. 2007, 5561999.
|
| [48] |
U. Karr, Y. Sandaiji, R. Tanegashima, et al., Inclusion initiated fracture in spring steel under axial and torsion very high cycle fatigue loading at different load ratios, Int. J. Fatigue, 134(2020), art. No. 105525.
|
| [49] |
Spriestersbach D, Grad P, Kerscher E. Influence of different non-metallic inclusion types on the crack initiation in high-strength steels in the VHCF regime. Int. J. Fatigue. 2014, 64114.
|
| [50] |
Lu Y, Ripplinger K, Huang XJ, Mao Y, Detwiler D, Luo AA. A new fatigue life model for thermally-induced cracking in H13 steel dies for die casting. J. Mater. Process. Technol.. 2019, 271444.
|
| [51] |
Ma Y, Pan T, Jiang B, Cui YH, Su H, Peng Y. Study of the effect of sulfur contents on fracture toughness of railway wheel steels for high speed train. Acta Metall. Sin.. 2011, 478978
|
| [52] |
Gu C, Lian JH, Bao YP, Münstermann S. Microstructure-based fatigue modelling with residual stresses: Prediction of the microcrack initiation around inclusions. Mater. Sci. Eng. A. 2019, 751133.
|
| [53] |
C. Gu, J.H. Lian, Y.P. Bao, Q.G. Xie, and S. Münstermann, Microstructure-based fatigue modelling with residual stresses: Prediction of the fatigue life for various inclusion sizes, Int. J. Fatigue, 129(2019), art. No. 105158.
|
| [54] |
Y.Z. Wang, Y. Xu, X.R. Song, Q.K. Sun, J.L. Zhang, and Z.J. Liu, Novel method for temperature prediction in rotary kiln process through machine learning and CFD, Powder Technol., 439(2024), art. No. 119649.
|
| [55] |
R. Hill, The elastic behaviour of a crystalline aggregate, Proc. Phys. Soc. Sect. A, 65(1952), No. 5, art. No. 349.
|
| [56] |
Miller W, Smith CW, Mackenzie DS, Evans KE. Negative thermal expansion: A review. J. Mater. Sci.. 2009, 44205441.
|
| [57] |
Liu ZN, Gao QL, Chen J, Deng JX, Lin K, Xing XR. Negative thermal expansion in molecular materials. Chem. Commun.. 2018, 54415164.
|
| [58] |
T.R. Hammad, Density functional theory (DFT) calculations of structural, elastic, and thermal properties of Zn3P2 compound, Int. J. Mod. Phys. B, 38(2024), No. 18, art. No. 2450239.
|
| [59] |
Nakamura M, Kimura K. Elastic constants of TiAl3 and ZrAl3 single crystals. J. Mater. Sci.. 1991, 2682208.
|
| [60] |
Prikhodko SV, Yang H, Ardell AJ, Carnes JD, Isaak DG. Temperature and composition dependence of the elastic constants of Ni3Al. Metall. Mater. Trans. A. 1999, 3092403.
|
| [61] |
Abraham S, Bodnar R, Raines J, Wang YF. Inclusion engineering and metallurgy of calcium treatment. J. Iron Steel Res. Int.. 2018, 252133.
|
| [62] |
Costa e Silva A. Thermodynamic aspects of inclusion engineering in steels. Rare Met.. 2006, 255412.
|
| [63] |
P. Berthod and L. Aranda, Thermal expansion behaviour of ternary nickel-based, cobalt-based, and iron-based alloys containing very high fractions of carbides, Int. Sch. Res. Not., 2012(2012), No. 1, art. No. 750914.
|
RIGHTS & PERMISSIONS
University of Science and Technology Beijing