Abstract
We performed a laboratory investigation at 1,873 K using a MoSi2 furnace to study the effect of refractories on inclusions in 55SiCr suspension spring steel. Three types of crucible materials (Al2O3, MgO·Al2O3, and MgO–CaO) were investigated. The results of this study indicated that SiO2, Al2O3, and MgO·Al2O3 were not suitable for making 55SiCr suspension spring steel. By contrast, MgO–CaO was a perfect choice for producing 55SiCr suspension spring steel. The advantages of using MgO–CaO crucibles to smelt 55SiCr spring steel were summarized in three aspects as follows: (i) the stability of MgO–CaO was quite good; (ii) a MgO–CaO crucible could act as a desulfurizer and dephosphorizer; (iii) finally, a MgO–CaO crucible could simultaneously remove Al2O3 inclusions.
1 Introduction
55SiCr spring steel is an important raw material for manufacturing basic parts in the automotive industry. With the rapid development of the automotive industry, the recent trend in suspension spring development was toward lightweight [1], high stress [2], high fatigue resistance [3], and high resilience [4,5] materials. Non-metallic inclusions, such as Al2O3 and MgO·Al2O3, and the point-like non-deformed inclusions, such as CaS, could trigger severe cracks during a working cycle and in that way affect the service life of the spring [6,7,8,9,10]. Generally, the amount and the size of inclusions should be minimal, while they should exhibit excellent plasticity. Many metallurgists have studied the effect of deoxidizer [11,12], slag [13,14,15,16,17,18], and refining process [19,20,21] on inclusions. However, only a few reports on the effect of refractories on the cleanliness of 55SiCr suspension spring steel were reported in the last decade. Table 1 summarizes the published literature data relevant to the research topic mentioned previously.
Refractories used in the smelting of 55SiCr suspension spring steel in the last decade
Main composition | Summary | Deficiencies | References |
---|---|---|---|
MgO–CaO | The order of improving the purity of liquid steel by refractories is as follows: MgO–CaO > MgO–C > MgO > MgO·Al2O3 | The corrosion of molten steel on refractory surfaces has not been studied | [22] |
MgO–C | |||
MgO | |||
MgO·Al2O3 | |||
MgO–C | All of the grades of A, B, C, D, and DS inclusions in steel were less than 0.5, and the size and quantity of inclusions can meet the requirements of valve spring steel | The mechanism of purifying molten steel by refractories has not been explained in detail | [23] |
MgO | |||
MgO–C | Under vacuum conditions, the increase of [Al]s content in molten steel mainly comes from the chemical reaction between refractory and molten steel | The lack of a blank control group in the experiment results in the lack of persuasion | [24] |
MgO | CaO·6Al2O3 refractory is the best choice for making 55SiCr suspension spring steel | The influence mechanism of crucible material on the composition of inclusions in 55SiCr suspension spring steel should be discussed in depth | [25,26] |
Al2O3 | |||
CaO·6Al2O3 | |||
MgO | It takes less time to produce low melting point inclusions using ZrO2 refractories than MgO refractories | The influence of refractories on the number, morphology, and size of inclusions has not been studied | [27] |
ZrO2 |
Dong and Yin [22] studied the order of improving the purity of liquid steel by refractories but not discussed the changes in the number and size distribution of inclusions. In the references [23–26], the authors did not study the changes in the microstructure of refractories. According to Jiang et al. [27], ZrO2 refractory is too expensive, although it can improve the purity of steel. Therefore, the objective of this experiment is to select a low-cost refractory that can smelt high purity 55SiCr spring steel. In view of the insufficient research on the interaction mechanism between molten steel and refractory in the previous literature, this experiment will conduct comprehensive and detailed research, including the changes in the number, size, morphology, and composition of inclusions, as well as the changes in microstructure and phase composition of refractory. At the same time, the mechanism of interaction between molten steel and refractory is deeply expounded from the perspective of thermodynamics.
In the present research, we conducted experimental modification of inclusions using crucibles made of three different materials (Al2O3, MgO·Al2O3, and MgO–CaO, as acidic, neutral, and alkaline refractories) in a MoSi2 furnace.
2 Experimental part
2.1 Experimental apparatus and procedure
Table 2 lists the target composition of 55SiCr spring steel and the amount of added elements. C, Si, Mn, Cr, Ni, and V were added into molten steel during the steelmaking process, while [Al]s, P, and S were brought in by industrial pure iron and alloy used in the steelmaking. The chemical compositions of the selected crucibles, Al2O3, MgO·Al2O3, and MgO–CaO, are listed in Table 3. The corresponding experimental heated samples were abbreviated as Cru-A, Cru-MA, and Cru-MC. All crucibles were pressed using hydraulic press. In detail, the oxide powers and binder were mixed together and then pressed into a mold with a pressure of 20 MPa. After that, the rough crucibles were sintered with an inert atmosphere at 1,783 K (1,500°C) for 10,800 s. It should be noted that MgO–CaO refractory should be packed with vacuum plastic bags to prevent it from absorbing moisture in the air and becoming invalid. The section diagram of experimental equipment is shown in Figure 1.
Standard composition of 55SiCr suspension spring steel (wt%)
C | Si | Mn | Cr | Ni | V | [Al]s | P | S | |
---|---|---|---|---|---|---|---|---|---|
Range | 0.55–0.59 | 1.40–1.60 | 0.60–0.80 | 0.60–0.80 | 0.20–0.30 | 0.08–0.20 | — | ≤0.015 | ≤0.015 |
Amount of addition | 0.59 | 1.60 | 0.70 | 0.70 | 0.25 | 0.015 | 0.003 | 0.015 | 0.008 |
Chemical composition of refractory (wt%)
Refractory | Naming of Exp. | MgO | Al2O3 | CaO | SiO2 | Fe2O3 | Impurity |
---|---|---|---|---|---|---|---|
Al2O3 | Cru-A | — | 99.7 | — | 0.04 | 0.05 | ≤0.2 |
MgO·Al2O3 | Cru-MA | 78.05 | 18.91 | 1.06 | 0.92 | — | ≤0.2 |
MgO–CaO | Cru-MC | 67.78 | 1.1 | 30.26 | 0.65 | — | ≤0.2 |

Section diagram of experimental equipment.
The experimental procedure was implemented in detail as follows: industrial pure iron was placed into the selected crucible with a graphite crucible on the outer side. Afterward, both crucibles were put together in the MoSi2 furnace and heated slowly. When the furnace temperature reached 673 K, cooling was provided with circulating water. In addition, high purity argon (99.999 vol%) was introduced into the furnace at a rate of 3–5 NL·min−1 when the temperature increased to 873 K. The automatic temperature control program was started, and the molten steel sample was held at 1,873 K for at least 10 min. Then, high purity oxygen was introduced into molten steel at a 2 NL·min−1 rate and sustained for 10 s. Next, high purity silicon wafers were added into molten steel as a deoxidizer, and C, Mn, Cr, Ni, and V alloying elements were added stepwise. The molten steel was stirred using a graphite bar to provide uniform mixing after the addition of each alloying element. The time when the alloying elements were added is set as the initial time and the molten steel is held at 1,873 K for 5,400 s to ensure its full interaction with the crucible. Finally, the experimental steel samples were cooled down with the furnace to room temperature with the protecting argon atmosphere and cooling water.
2.2 Analysis methods
The testing methods and equipment used to detect experimental steel inclusions and determine their chemical composition were described in our previous article in detail [28].
In addition, the electrolysis of a small amount of sample was done to extract inclusions from the steel samples. The experimental device and flowchart are shown in Figure 2.

Schematic diagram of the experimental device for electrolytic inclusions: (a) steel samples for electrolysis; (b) electrolytic device.
The examination of scanning electron microscope-energy-dispersive X-ray spectrometric (SEM-EDS) inclusions was performed after the following sample preparation: (1) powder samples containing inclusions extracted using electrolysis were dispersed on a white paper and carefully stirred with a knife to avoid accumulation. Then, the powder sample was taken from the white paper with conductive adhesive and gently pressed. (2) The sample was blown with a blowing pump (3X550-1100; Shangma Industrial Zone, Shitang Town, Wenling City) and put into the ion-sputtering instrument (JS-1600, maximum vacuum ≤4 × 10−2 mbar; Beijing Hetong venture Technology Co., Ltd.) for gold sputtering. (3) The samples were examined further using SEM-EDS.
3 Results
3.1 Mass fraction of elements in experimental steel samples
The mass percentages of each element in the experimental steel are shown in Table 4. The crucible material exhibits a significant influence on the amount of each element in steel, having the most apparent effect on C, Si, Mn, Ca, T.O, P, S, and [Al]s.
The mass percentage of each element in the experimental steel (wt%)
Exp. | C | Si | Mn | Cr | Ni | V | P | S | [Al]s | Ca | T. O | N |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Cru-A | 0.59 | 1.47 | 0.67 | 0.70 | 0.25 | 0.15 | 0.0134 | 0.0068 | 0.0068 | 0.0006 | 0.0023 | 0.0028 |
Cru-MA | 0.58 | 1.58 | 0.68 | 0.69 | 0.25 | 0.14 | 0.0087 | 0.0058 | 0.0040 | 0.0002 | 0.0017 | 0.0029 |
Cru-MC | 0.57 | 1.60 | 0.67 | 0.69 | 0.25 | 0.13 | 0.0056 | 0.0010 | ≤0.0005 | 0.0019 | 0.0004 | 0.0032 |
In Cru-A, the Si content is significantly lower than the added amount, while the [Al]s fraction is in the highest position among all of the heated samples. In Cru-MA and Cru-MC, the contents of all of the elements coincide perfectly with targeted values. In particular, the contents of P, S, [Al]s, and T.O in Cru-MC steel samples are sharply reduced to 56 × 10−6, 10 × 10−6, ≤0.0005 × 10−6, and 4 × 10−6, respectively, although the content of Ca increased to 19 × 10−6.
3.2 Inclusions in steel samples
3.2.1 Effect of refractories on the number of inclusions
The metallographic statistical results of inclusions are shown in Table 5. The density of inclusions gradually decreased from 67.5 to 43.6 A·mm–2 in the following order Cru-A, Cru-MA, and Cru-MC. Similar behavior is also found in the ratio of inclusion areas.
Statistical results of inclusions in 55SiCr suspension spring steel
Cru-. | Total number | View area (mm2) | Density of inclusions (A·mm–2) | Area ratio (%) |
---|---|---|---|---|
Cru-A | 934 | 14 | 66.7 | 0.025 |
Cru-MA | 888 | 14 | 63.4 | 0.022 |
Cru-MC | 611 | 14 | 43.6 | 0.014 |
3.2.2 Effect of refractories on the equivalent diameter of inclusions
The distribution of equivalent diameters of inclusions in 55SiCr spring steel is shown in Table 6. It decreased sharply from 2.125 × 10−6 m in Cru-A to 1.222 × 10−6 m in Cru-MC steel samples. In addition, the size distribution of inclusions also experiences some fluctuations, namely, the percentage of inclusions with a diameter smaller than 2 × 10−6 m sharply increased from 50% in Cru-A steel samples to 89% in Cru-MC steel samples.
The equivalent diameter distribution of inclusions in 55SiCr spring steel (%)
Exp. | <1 µm | 1–2 µm | 2–5 µm | >5 µm | Average diameter (µm) |
---|---|---|---|---|---|
Cru-A | 18 | 32 | 41 | 9 | 2.125 |
Cru-MA | 27 | 44 | 26 | 3 | 1.546 |
Cru-MC | 39 | 50 | 10 | 1 | 1.222 |
3.2.3 The composition of inclusions
The statistical results of the composition of inclusions in each experimental steel are shown in Figure 3. In Cru-A, the center of composition distribution of inclusions is located in the middle of the SiO2-(MnO + MgO + CaO)-Al2O3 ternary phase diagram. On the other hand, there are some inclusions with a high Al2O3 content (higher than 50 wt%) or even some pure Al2O3 inclusions. The results of Cru-MA are similar to those of Cru-A. The only exception is that the fraction of inclusions with a high Al2O3 content (higher than 50 wt%) becomes lower. In Cru-MC, the content of Al2O3 in most of the inclusions was lower than 10 wt%.

Composition of inclusions in experimental steel samples.
3.2.4 The results of two-dimensional (2D) detection of inclusions
The 2D detection results of typical inclusions in each sample are shown in Figure 4. In Cru-A and Cru-MA, the main types of inclusions were multiphase composite oxide inclusions with an MnS layer wrapped around the edge. The size of inclusions is larger than 5 μm. The morphology of inclusions was irregular, as shown in Figure 4(a–f). In Cru-MC, most of the inclusions have a smaller size and spherical shape as shown in Figure 4(g–i).

Typical inclusions in steel samples: (a–c) Cru-A, (d–f) Cru-MA, and (g–i) Cru-MC.
In particular, the size and morphology of MnS inclusions in Cru-MC are quite different from those in all the other experimental heated samples. Particularly, in Cru-MC, MnS inclusions are nearly spherical with a diameter of less than 2 × 10−6 m since the S content of these steel samples is only 10 × 10−6. By contrast, the diameter of MnS inclusions in other heated samples is larger than 10 × 10−6 m, and some of them appear as long strips (Figure 4(g–i)).
The three-dimensional morphology of inclusions is shown in Figure 5.

Typical inclusions in steel samples obtained using electrolysis: (a–c) Cru-A, (d–f) Cru-MA, and (g–i) Cru-MC.
3.3 Refractories
3.3.1 Al2O3 crucible
The micro-morphology of the Al2O3 crucible is shown in Figure 6. There was no apparent reaction layer on the inner surface of the Al2O3 crucible. However, the EDS analysis results at points A, B, and C of the crucible indicate that the permeable layer of refractory is enriched in Si, Ca, Mn, and C elements, as shown in Tables 7 and Figure 7.

SEM picture of cross section at 1/2 height of Al2O3 refractory.
Element mass fraction in selected point at crucible (wt%)
Point | O | Al | Si | Ca | Mn | C |
---|---|---|---|---|---|---|
A | 51.42 | 42.62 | 5.96 | |||
B | 38.92 | 13.18 | 23.61 | 5.35 | 6.77 | 12.17 |
C | 43.96 | 13.77 | 13.77 | 4.09 | 8.56 | 10.36 |
Composition of crucible (wt%) at selected points
Point | O | Mg | Fe | Si | Al | Ca |
---|---|---|---|---|---|---|
A | 57.30 | 17.94 | — | 3.23 | 18.76 | 2.78 |
B | 39.40 | 23.67 | — | 17.30 | 1.05 | 18.58 |
C | — | — | 100 | — | — | — |

Element mapping results of Al2O3 crucible.
3.3.2 MgO·Al2O3 crucible
The micro-morphology of the MgO·Al2O3 refractory is shown in Figure 8. There was no apparent reaction layer on the inner surface of MgO·Al2O3. Furthermore, the EDS results at points A and B of the crucible indicate that the crucible's inner surface is enriched with Si, Ca, Mg, and Fe elements, as shown in Table 8. In addition, the white spherical particles at point C consist of pure iron beads (Table 8). The elemental mappings of the crucible as shown in Figure 9 distinctly represent these observations.

SEM picture of cross section at 1/2 height of MgO·Al2O3 refractory.

Element mapping results of MgO·Al2O3 crucible.
3.3.3 MgO–CaO refractory
The micro-morphology of the MgO–CaO refractory is shown in Figure 10. The reaction layer cannot be found on the MgO–CaO refractory. The mass fractions of elements at points A and B are listed in Table 9 in detail. At point B, the mass fractions of both Mg and Ca are smaller than those at point A, while it is the opposite for the contents of Al and Si (Figure 11).

SEM picture of cross section at 1/2 height of MgO–CaO refractory.
Composition of crucible (wt%) at selected points
Point | O | Mg | Al | Si | Ca |
---|---|---|---|---|---|
A | 41.98 | 10.97 | — | 2.50 | 44.54 |
B | 54.47 | 4.53 | 21.12 | 14.56 | 5.33 |

Element mapping results of MgO–CaO crucible.
3.4 Phase analysis of MgO·Al2O3 refractories
The phase composition of refractory after smelting was analyzed using mineral automatic analyzer (MLA). In the test process, the closely connected mineral phases can be distinguished using SEM and EDS: through intensive management, the component information can be collected, and the mineral phases can be distinguished by different components. Then, the energy spectrum of the mineral phase collected using EDS was compared with the spectrum of the database, and the type of mineral phase can be determined. The results of the MLA test and Factsage calculation are compared and verified with each other, to determine the interaction mechanism between liquid steel and refractory.
MgO·Al2O3 crucible is selected for testing in this experiment, and the results are shown in Figure 12 and Table 10. MgO is the main phase of the MgO·Al2O3 crucible. In detail, the mass percentages of the MgO and MgO_ phase are 47.12 and 7.38%, respectively; the Spinel phase is also a very important component of the MgO·Al2O3 crucible, containing 26.49%. The white bright spot at the boundary in the backscattered electron image is detected as Fe and infiltrated by liquid steel. This shows that liquid steel will penetrate into the refractory through pores during the process of steelmaking.

(a) MgO·Al2O3 crucible backscattered electron image; (b) MgO·Al2O3 crucible mineral phase diagram.
Statistical results of MgO·Al2O3 mineral phase composition
Phases | wt% | Area percentage (%) | Statistical relative error |
---|---|---|---|
MgO | 47.12 | 39.9 | 0.08 |
MgO_1 | 7.38 | 6.25 | 0.05 |
CaMgSiO | 1.84 | 1.73 | 0.09 |
Spinel | 26.49 | 23.3 | 0.09 |
MgAlO | 1.44 | 1.26 | 0.09 |
CaMgSiAlO | 1.08 | 0.94 | 0.09 |
Slags | 8.49 | 13.58 | 0.04 |
Low count rate | 6.15 | 9.86 | 0.08 |
Pore | 0.01 | 3.19 | 0.03 |
4 Discussion
Generally, liquid steel and refractories could interact in three different ways [28]:
self-decomposition of the refractory;
chemical reaction between the liquid steel and the refractory; and
penetration of the liquid steel into the refractory.
4.1 Self-decomposition of the refractories
In the present research, the main oxides that compose the crucibles were Al2O3, MgO + Al2O3 + MgO·Al2O3, and MgO + CaO. The dissolution reaction equations of oxides of these refractories are listed in equations (1)–(4) and can be expressed by the general equation (5). It could be speculated whether these reactions can take place by combining the activities of elements in liquid steel and ΔG = ΔG
Θ + RT lnJ. In addition, the
The interaction coefficient of each element at 1,873 K [29]
i | J | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Al | Si | Mn | O | P | S | C | Cr | V | Ni | |
Al | 0.043 | 0.0056 | 0.0065 | –1.867 | 0.0033 | 0.03 | 0.091 | 0.012 | — | –0.0173 |
Si | 0.058 | 0.11 | 0.002 | –0.23 | 0.11 | 0.056 | 0.18 | –0.0003 | 0.025 | 0.005 |
O | –3.9 | –0.131 | –0.021 | –0.2 | 0.07 | –0.133 | –0.45 | –0.0459 | –0.3 | 0.006 |
Mn | — | 0 | 0 | –0.083 | 0.0035 | –0.048 | –0.07 | 0.0039 | 0.0057 | — |
S | 0.035 | 0.053 | –0.026 | –0.27 | 0.029 | –0.028 | 0.11 | –0.011 | –0.016 | 0 |
Ca | –0.072 | –0.097 | –0.0156 | –780 | –0.097 | 125 | –0.34 | 0.02 | — | –0.044 |
P | — | 0.12 | 0 | — | 0.062 | 0.028 | 0.13 | — | — | 0.0002 |
C | 0.043 | 0.078 | –0.012 | –0.34 | 0.051 | 0.046 | 0.143 | –0.024 | –0.077 | 0.012 |
Mg | –0.12 | –0.09 | — | –460 | — | –1.38 | –0.24 | 0.05 | — | –0.031 |
Furthermore, when the temperature of 1,873 K is selected, the ΔG values in equations (1)–(4) are 428.76, −7.63, 65.92, and 158.94 kJ·mol−1, respectively. Thus, only the ΔG (2) values are below zero, so the MgO·Al2O3 crucible may self-decompose.
4.2 The stability of crucible materials
Factsage 7.2 software was selected to predict the temperature influence on the change of phase composition of the refractories, as shown in Figure 13.

Phase composition of refractories: (a) Al2O3 crucible, (b) MgO·Al2O3 crucible, and (c) and (d) MgO·CaO crucible.
In Cru-A, the refractory stability is excellent due to the absence of phase transitions in the entire temperature range. In Cru-MA, three phases exist when the temperature reaches 1,873 K, that is, slag phase, MgO, and MgO·Al2O3. With the temperature increase by degrees, the MgO·Al2O3 mass fraction slowly decreases, while the transitions of slag and MgO phases behave differently. In Cru-M, there are MgO and MO (M stands for a metal element) phases at 1,873 K, indicating quite good stability of MgO refractory. In Cru-MC, there are slag, MgO, and CaO phases at 1,873 K, and the mass fraction of the slag phase is only ∼1.5 wt%.
4.3 The influence of Al2O3 refractory
There are four possible reactions between liquid steel and crucible material as listed in equations (7)–(10) in Cru-A. It could be speculated whether these reactions can take place by combining the activities of elements in liquid steel and ΔG = ΔG
Θ + RT ln J. The activities and activity coefficients can be calculated using
To sum up, the mass fraction of [Al]s quickly rises to 68 × 10−6 as the reactions between [Ca] and [Si] in liquid steel and the Al2O3 refractory proceed. Furthermore, the Al2O3 content in inclusions is much higher than in other heated samples, and even some pure Al2O3 inclusions can be found, as shown in Figure 4 [30,31,32,33,38].
4.4 The influence of MgO·Al2O3 refractory
The main reactions between liquid steel and refractory in Cru-MA are shown in equations (11) and (12). The P mass fraction in final steel samples is smaller than that in Cru-A according to equation (11). In addition, the mass fraction of [Al]s will slightly rise according to equation (12) [39,40].
4.5 The influence of MgO–CaO refractory
In Cru-MC, CaO can also play the role of a desulfurizer, and it can remove Al2O3 inclusions according to equations (13)–(18). The contents of S, Al, and T.O reduce quickly as these reactions proceed. Finally, the quantity and equivalent diameter of inclusions significantly decrease, as well as the Al2O3 content in inclusions [41,42,43,].
5 Summary
We performed laboratory experiments to investigate the reaction between 55SiCr spring steel and four different crucibles. The obtained results can be summarized as follows:
Al2O3 crucibles should not be chosen although their stability is quite good at a steelmaking temperature of 1,873 K. This limitation originates from the fact that the mass fraction of [Al]s in molten steel and the mass fraction of Al2O3 in inclusions ascend quickly when the Al2O3 refractory reacts with [Si] during the steelmaking process. For the MgO·Al2O3 crucible, the alkaline MgO contributes to dephosphorization. However, this refractory will also lead to an inevitable increase in the Al2O3 content in inclusions. MgO–CaO is a perfect refractory for making 55SiCr suspension spring steel. The advantages of using MgO–CaO crucibles to smelt 55SiCr spring steel can be summarized in three aspects as follows: (i) the stability of MgO–CaO is quite good at 1,873 K; (ii) a MgO–CaO crucible can act as a desulfurizer and dephosphorizer; (iii) finally, an MgO–CaO crucible could simultaneously remove Al2O3 inclusions.
Acknowledgments
The authors are grateful for the support from the National Key Research and Development Program of China (Grant No. 2016YFB0300105). The authors would like to express their gratitude to EditSprings (https://www.editsprings.com/) for the expert linguistic services provided.
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Funding information: The authors are grateful for the support from the National Key Research and Development Program of China (Grant No. 2016YFB0300105).
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Author Contribution: Conceptualization, C.Y. Chen; writing original draft preparation, C.Y. Chen and G. Q. Qin; resources, Z. H. Jiang; writing, review and editing, Y.Li and C.Y. Chen; software, C.Y. Chen; project administration, Y. Li. and Z. H. Jiang. All authors have read and agreed to the published version of the manuscript.
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Conflict of interest: Authors state no conflict of interest.
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© 2022 Yang Li et al., published by De Gruyter
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Articles in the same Issue
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- Numerical and experimental research on solidification of T2 copper alloy during the twin-roll casting
- Discrete probability model-based method for recognition of multicomponent combustible gas explosion hazard sources
- Dephosphorization kinetics of high-P-containing reduced iron produced from oolitic hematite ore
- In-phase thermomechanical fatigue studies on P92 steel with different hold time
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- The precipitation behavior of second phase in high titanium microalloyed steels and its effect on microstructure and properties of steel
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- Single-source-precursor synthesis and characterization of SiAlC(O) ceramics from a hyperbranched polyaluminocarbosilane
- Carbothermal reduction of red mud for iron extraction and sodium removal
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- Effect of in situ observation of cooling rates on acicular ferrite nucleation
- Corrosion behavior of WC–Co coating by plasma transferred arc on EH40 steel in low-temperature
- Study on the thermodynamic stability and evolution of inclusions in Al–Ti deoxidized steel
- Application on oxidation behavior of metallic copper in fire investigation
- Microstructural study of concrete performance after exposure to elevated temperatures via considering C–S–H nanostructure changes
- Prediction model of interfacial heat transfer coefficient changing with time and ingot diameter
- Design, fabrication, and testing of CVI-SiC/SiC turbine blisk under different load spectrums at elevated temperature
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- Pre-reduction of carbon-containing pellets of high chromium vanadium–titanium magnetite at different temperatures
- Optimization of alkali metals discharge performance of blast furnace slag and its extreme value model
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- Research on the optimisation of the temperature field distribution of a multi microwave source agent system based on group consistency
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Articles in the same Issue
- Research Articles
- Numerical and experimental research on solidification of T2 copper alloy during the twin-roll casting
- Discrete probability model-based method for recognition of multicomponent combustible gas explosion hazard sources
- Dephosphorization kinetics of high-P-containing reduced iron produced from oolitic hematite ore
- In-phase thermomechanical fatigue studies on P92 steel with different hold time
- Effect of the weld parameter strategy on mechanical properties of double-sided laser-welded 2195 Al–Li alloy joints with filler wire
- The precipitation behavior of second phase in high titanium microalloyed steels and its effect on microstructure and properties of steel
- Development of a huge hybrid 3D-printer based on fused deposition modeling (FDM) incorporated with computer numerical control (CNC) machining for industrial applications
- Effect of different welding procedures on microstructure and mechanical property of TA15 titanium alloy joint
- Single-source-precursor synthesis and characterization of SiAlC(O) ceramics from a hyperbranched polyaluminocarbosilane
- Carbothermal reduction of red mud for iron extraction and sodium removal
- Reduction swelling mechanism of hematite fluxed briquettes
- Effect of in situ observation of cooling rates on acicular ferrite nucleation
- Corrosion behavior of WC–Co coating by plasma transferred arc on EH40 steel in low-temperature
- Study on the thermodynamic stability and evolution of inclusions in Al–Ti deoxidized steel
- Application on oxidation behavior of metallic copper in fire investigation
- Microstructural study of concrete performance after exposure to elevated temperatures via considering C–S–H nanostructure changes
- Prediction model of interfacial heat transfer coefficient changing with time and ingot diameter
- Design, fabrication, and testing of CVI-SiC/SiC turbine blisk under different load spectrums at elevated temperature
- Promoting of metallurgical bonding by ultrasonic insert process in steel–aluminum bimetallic castings
- Pre-reduction of carbon-containing pellets of high chromium vanadium–titanium magnetite at different temperatures
- Optimization of alkali metals discharge performance of blast furnace slag and its extreme value model
- Smelting high purity 55SiCr automobile suspension spring steel with different refractories
- Investigation into the thermal stability of a novel hot-work die steel 5CrNiMoVNb
- Residual stress relaxation considering microstructure evolution in heat treatment of metallic thin-walled part
- Experiments of Ti6Al4V manufactured by low-speed wire cut electrical discharge machining and electrical parameters optimization
- Effect of chloride ion concentration on stress corrosion cracking and electrochemical corrosion of high manganese steel
- Prediction of oxygen-blowing volume in BOF steelmaking process based on BP neural network and incremental learning
- Effect of annealing temperature on the structure and properties of FeCoCrNiMo high-entropy alloy
- Study on physical properties of Al2O3-based slags used for the self-propagating high-temperature synthesis (SHS) – metallurgy method
- Low-temperature corrosion behavior of laser cladding metal-based alloy coatings on EH40 high-strength steel for icebreaker
- Study on thermodynamics and dynamics of top slag modification in O5 automobile sheets
- Structure optimization of continuous casting tundish with channel-type induction heating using mathematical modeling
- Microstructure and mechanical properties of NbC–Ni cermets prepared by microwave sintering
- Spider-based FOPID controller design for temperature control in aluminium extrusion process
- Prediction model of BOF end-point P and O contents based on PCA–GA–BP neural network
- Study on hydrogen-induced stress corrosion of 7N01-T4 aluminum alloy for railway vehicles
- Study on the effect of micro-shrinkage porosity on the ultra-low temperature toughness of ferritic ductile iron
- Characterization of surface decarburization and oxidation behavior of Cr–Mo cold heading steel
- Effect of post-weld heat treatment on the microstructure and mechanical properties of laser-welded joints of SLM-316 L/rolled-316 L
- An investigation on as-cast microstructure and homogenization of nickel base superalloy René 65
- Effect of multiple laser re-melting on microstructure and properties of Fe-based coating
- Experimental study on the preparation of ferrophosphorus alloy using dephosphorization furnace slag by carbothermic reduction
- Research on aging behavior and safe storage life prediction of modified double base propellant
- Evaluation of the calorific value of exothermic sleeve material by the adiabatic calorimeter
- Thermodynamic calculation of phase equilibria in the Al–Fe–Zn–O system
- Effect of rare earth Y on microstructure and texture of oriented silicon steel during hot rolling and cold rolling processes
- Effect of ambient temperature on the jet characteristics of a swirl oxygen lance with mixed injection of CO2 + O2
- Research on the optimisation of the temperature field distribution of a multi microwave source agent system based on group consistency
- The dynamic softening identification and constitutive equation establishment of Ti–6.5Al–2Sn–4Zr–4Mo–1W–0.2Si alloy with initial lamellar microstructure
- Experimental investigation on microstructural characterization and mechanical properties of plasma arc welded Inconel 617 plates
- Numerical simulation and experimental research on cracking mechanism of twin-roll strip casting
- A novel method to control stress distribution and machining-induced deformation for thin-walled metallic parts
- Review Article
- A study on deep reinforcement learning-based crane scheduling model for uncertainty tasks
- Topical Issue on Science and Technology of Solar Energy
- Synthesis of alkaline-earth Zintl phosphides MZn2P2 (M = Ca, Sr, Ba) from Sn solutions
- Dynamics at crystal/melt interface during solidification of multicrystalline silicon
- Boron removal from silicon melt by gas blowing technique
- Removal of SiC and Si3N4 inclusions in solar cell Si scraps through slag refining
- Electrochemical production of silicon
- Electrical properties of zinc nitride and zinc tin nitride semiconductor thin films toward photovoltaic applications
- Special Issue on The 4th International Conference on Graphene and Novel Nanomaterials (GNN 2022)
- Effect of microstructure on tribocorrosion of FH36 low-temperature steels