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Enhanced steelmaking cost optimization and real-time alloying element yield prediction: a ferroalloy model based on machine learning and linear programming 强化炼钢成本优化和实时合金元素屈服预测:基于机器学习和线性规划的铁合金模型
IF 2.5 2区 材料科学 Pub Date : 2024-09-19 DOI: 10.1007/s42243-024-01313-3
Rui-xuan Zheng, Yan-ping Bao, Li-hua Zhao, Li-dong Xing

The production of ferroalloys is a resource-intensive and energy-consuming process. To mitigate its adverse environmental effects, steel companies should implement a range of measures aiming at enhancing the utilization rate of ferroalloys. Therefore, a comprehensive ferroalloy model was proposed, incorporating a prediction model for alloying element yield based on case-based reasoning and support vector machine (CBR–SVM), along with a ferroalloy batching model employing an integral linear programming algorithm. In simulation calculations, the prediction model exhibited exceptional predictive performance, with a hit rate of 96.05% within 5%. The linear programming ingredient model proved effective in reducing costs by 20.7%, which was achieved through accurate adjustments to the types and quantities of ferroalloys. The proposed method and system were successfully implemented in the actual production environment of a specific steel plant, operating seamlessly for six months. This implementation has notably increased the product quality of the enterprise, with the control rate of high-quality products increasing from 46% to 79%, effectively diminishing the consumption and expenses associated with ferroalloys. The reduced usage of ferroalloys simultaneously reduces energy consumption and mitigates the adverse environmental impact of the steel industry.

铁合金生产是一个资源密集型和能源消耗型过程。为减轻其对环境的不利影响,钢铁公司应采取一系列措施提高铁合金的利用率。因此,我们提出了一个综合的铁合金模型,其中包括一个基于案例推理和支持向量机(CBR-SVM)的合金元素产量预测模型,以及一个采用积分线性规划算法的铁合金配料模型。在模拟计算中,该预测模型表现出卓越的预测性能,命中率在 5%以内,达到 96.05%。线性编程配料模型通过对铁合金类型和数量的精确调整,有效降低了 20.7% 的成本。所提出的方法和系统已在一家特定钢厂的实际生产环境中成功实施,并无缝运行了六个月。该系统的实施显著提高了企业的产品质量,优质产品控制率从 46% 提高到 79%,有效降低了铁合金的消耗和相关费用。铁合金用量的减少同时也降低了能耗,减轻了钢铁行业对环境的不利影响。
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引用次数: 0
Effect of Zr on microstructure and mechanical properties of 304 stainless steel joints brazed by Ag–Cu–Sn–In filler metal Zr 对使用 Ag-Cu-Sn-In 填充金属钎焊的 304 不锈钢接头微观结构和机械性能的影响
IF 2.5 2区 材料科学 Pub Date : 2024-09-17 DOI: 10.1007/s42243-024-01339-7
Ling-ling Huang, Jian Qin, Jun-lan Huang, Hua Yu, Chao Jiang, Lu-yang Song, Zhuo-li Yu, Zhi-qian Liao, Yan-zhao Cai, Li Ma, Shi-zhong Wei

The effect of Zr on the microstructure and mechanical properties of 304 stainless steel joints brazed with Ag–Cu fillers was studied. The incorporation of Zr had little effect on the solid–liquid phase line of the fillers, and the melting temperature range of the fillers was narrowed, which enhanced their fluidity and wettability. The presence of Zr in the form of heterogeneous particles augmented the nucleation rate during solidification, transforming the intermittently distributed gray-black coarse dendrites into cellular crystals. This structural transformation led to fragmentation and refinement of the microstructure. The dissolution of Zr into Ag and Cu promoted the transformation of low-angle grain boundaries to high-angle grain boundaries (HAGBs), hindering crack propagation. Zr element in the brazing seam led to grain refinement and increased density of grain boundaries. The grain refinement could disperse the stress, and HAGBs could resist the dislocation movement, improving the joint strength. The results display that when Zr content was 0.75 wt.%, the maximum strength was 221.1 MPa. The fracture occurred primarily at the brazing seam, exhibiting a ductile fracture.

研究了 Zr 对使用银铜填料钎焊的 304 不锈钢接头的微观结构和机械性能的影响。Zr 的加入对填料的固液相线影响很小,填料的熔化温度范围变窄,从而提高了其流动性和润湿性。以异质颗粒形式存在的 Zr 提高了凝固过程中的成核率,使间歇分布的灰黑色粗树枝状晶体转变为蜂窝状晶体。这种结构转变导致了微观结构的破碎和细化。Zr 溶入 Ag 和 Cu 促进了低角度晶界向高角度晶界 (HAGB) 的转变,阻碍了裂纹的扩展。钎缝中的 Zr 元素导致晶粒细化和晶界密度增加。晶粒细化可以分散应力,HAGBs 可以抵抗位错运动,从而提高接头强度。结果显示,当 Zr 含量为 0.75 wt.%时,最大强度为 221.1 MPa。断裂主要发生在钎缝处,表现为韧性断裂。
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引用次数: 0
Mechanical behavior of GH4720Li nickel-based alloy at intermediate temperature for different strain rates GH4720Li 镍基合金在中温条件下不同应变速率下的力学行为
IF 2.5 2区 材料科学 Pub Date : 2024-09-16 DOI: 10.1007/s42243-024-01332-0
Xiao-can Wen, Xin-yu Meng, Shao-min Lyu, Xing-fei Xie, Zhi-qiang Luo, Jing-long Qu, Jin-hui Du

The GH4720Li alloy is one of the most widely used precipitation-strengthened nickel-based superalloy. However, systematic study about effect of strain rate on the plastic deformation behavior of GH4720Li alloy at intermediate temperature is lacking. The evolution of the tensile properties and plastic deformation mechanism of GH4720Li alloy with the strain rate at 650 °C were systematically studied with the help of transmission electron microscopy analysis. The results show that the tensile strength of the alloy increases and the plasticity decreases with the increase in strain rate. When the strain rate is 5 min−1, the tensile strength of the alloy is 1448 MPa and the tensile plasticity is 18%. As the strain rate increases from 0.05 to 0.5 min1, the size and morphology of the primary γ′ phase of the alloy remain unchanged, with an average size of about 1.8 μm. However, when the strain rate further increases to 5 min1, the average size of the primary γ′ phase increases to 2.5 μm. In addition, the increase of strain rate has no significant effect on the size and distribution of secondary and tertiary γ′ phases. As the strain rate increases from 0.05 to 5 min1, the deformation mechanism of alloy gradually evolved from dislocation slip and twin to dislocation slip, indicating that the plastic deformation mechanism of the alloy presents a high strain rate sensitivity at 650 °C.

GH4720Li 合金是应用最广泛的沉淀强化镍基超级合金之一。然而,关于应变速率对 GH4720Li 合金在中间温度下塑性变形行为的影响还缺乏系统的研究。在透射电子显微镜分析的帮助下,系统研究了 GH4720Li 合金在 650 ℃ 下随应变速率变化的拉伸性能和塑性变形机理。结果表明,合金的拉伸强度随着应变速率的增加而增加,塑性则随着应变速率的增加而降低。当应变速率为 5 min-1 时,合金的抗拉强度为 1448 MPa,拉伸塑性为 18%。当应变速率从 0.05 min-1 增加到 0.5 min-1 时,合金初级 γ′ 相的尺寸和形态保持不变,平均尺寸约为 1.8 μm。然而,当应变速率进一步增加到 5 min-1 时,初级 γ′ 相的平均尺寸增加到 2.5 μm。此外,应变速率的增加对二级和三级γ′相的尺寸和分布没有明显影响。随着应变速率从 0.05 min-1 增加到 5 min-1,合金的变形机制逐渐从位错滑移和孪晶演变为位错滑移,表明合金在 650 ℃ 时的塑性变形机制具有较高的应变速率敏感性。
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引用次数: 0
Effect of reaction time on interaction between steel with and without La and MgO–C refractory 反应时间对含 La 和不含 La 的钢与氧化镁-C 耐火材料之间相互作用的影响
IF 2.5 2区 材料科学 Pub Date : 2024-09-16 DOI: 10.1007/s42243-024-01330-2
Ming-zhe Zhao, Ya-qiong Li, Ju-jin Wang, Li-feng Zhang

Laboratory experiments and thermodynamic calculations were performed to investigate the interfacial reactions between the MgO–C refractory and the steel with and without the lanthanum (La) addition. Following a reaction time of 50 min, a reaction layer comprised MgO and CaS with a thickness of 30 μm was observed at the interface between the La-free steel and refractory. The MgO layer was observed in La-bearing steel after just 10 min of reaction. The addition of La to the steel accelerated the formation of the MgO layer. As the reaction time increased, a La-containing layer was formed at the La-bearing steel/refractory interface. This La-containing layer progressed through stages from La2O2S + La2O3 → La–Ca–O–S → La–Ca–O → La–Ca–Al–O. Furthermore, the evolution of oxide inclusions in the La-free steel followed the sequence of MgO⋅Al2O3, Ti–Ca–Al–O and Ti–Mg–Al–O → MgO·Al2O3 and MgO with increasing the reaction time. In contrast, the sequence for the La-bearing steel was: La2O2S and La2O3 → La2O2S and La–Ti–Al–Mg–O → La–Ti–Al–Mg–O, MgO and MgO·Al2O3. The average penetration depth of the La-bearing steel into the refractory was notably lower than that of the La-free steel, revealing that the incorporation of rare earth element La in steel exhibits a significant inhibitory effect on the penetration of molten steel into the MgO–C refractory.

通过实验室实验和热力学计算,研究了添加和未添加镧(La)的氧化镁-C 耐火材料与钢之间的界面反应。反应时间为 50 分钟后,在无 La 钢和耐火材料的界面上观察到了由氧化镁和 CaS 组成的反应层,厚度为 30 μm。含 La 钢在反应 10 分钟后就出现了氧化镁层。向钢中添加 La 加快了氧化镁层的形成。随着反应时间的延长,含 La 钢/耐火材料界面上形成了含 La 层。含 La 层的形成经历了 La2O2S + La2O3 → La-Ca-O-S → La-Ca-O → La-Ca-Al-O 等阶段。此外,随着反应时间的延长,无 La 钢中氧化物夹杂物的演变顺序为 MgO⋅Al2O3 、Ti-Ca-Al-O 和 Ti-Mg-Al-O → MgO-Al2O3 和 MgO。相比之下,含 La 钢的顺序为La2O2S 和 La2O3 → La2O2S 和 La-Ti-Al-Mg-O → La-Ti-Al-Mg-O, MgO 和 MgO-Al2O3。含 La 钢在耐火材料中的平均渗透深度明显低于不含 La 的钢,这表明钢中加入稀土元素 La 对钢水渗透到 MgO-C 耐火材料中有明显的抑制作用。
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引用次数: 0
Effect of Ni interlayer on microstructures and mechanical properties of 2205 duplex stainless steel joint by laser oscillating welding 镍中间膜对激光振荡焊接 2205 双相不锈钢接头微观结构和机械性能的影响
IF 2.5 2区 材料科学 Pub Date : 2024-09-14 DOI: 10.1007/s42243-024-01328-w
Jing-wei Yang, Xu-yang Liu, Tao Li, Lai-cai Chen, Kai Yang, Zong-ye Ding, Jie Zhang, Jian Qiao

Laser oscillating welding of 2205 duplex stainless steel was performed using Ni interlayer as filler material. The influence of stirring effect caused by laser oscillating and Ni addition in the behavior of molten pool and the microstructure evolution was investigated. The results shows that Ni addition decreased the ratio of chromium equivalent and nickel equivalent in the molten pool and accelerated the austenitic transformation. The austenite/ferrite ratio was regulated, and the precipitation of nitrides was suppressed in the weld seam. The stirring effect caused by the oscillating beam facilitated the uniform distribution of Ni elements within the molten pool, promoting the formation of the homogeneous microstructures in the weld seam. With increasing the thickness of Ni interlayer, both the dimension and the peak temperature of molten pool decrease, further increasing the cooling rate and refining the grain size. When the thickness of Ni interlayer was 50 μm, the austenite/ferrite ratio in the weld seam was close to 1:1, and the grain size reached the minimum value. The tensile strength and ductility of the welded joint using Ni interlayer with thickness were 774 MPa and 25%, respectively, significantly improving the mechanical properties of 2205 duplex stainless steel joint welded without Ni addition.

使用镍中间膜作为填充材料对 2205 双相不锈钢进行了激光振荡焊接。研究了激光振荡引起的搅拌效应和镍的添加对熔池行为和微观结构演变的影响。结果表明,镍的加入降低了熔池中铬当量和镍当量的比例,加速了奥氏体转变。奥氏体/铁素体比例得到调节,焊缝中氮化物的析出受到抑制。摆动光束产生的搅拌效应促进了镍元素在熔池中的均匀分布,促进了焊缝中均匀微观结构的形成。随着镍中间膜厚度的增加,熔池的尺寸和峰值温度都会降低,从而进一步提高了冷却速度,细化了晶粒尺寸。当镍中间膜厚度为 50 μm 时,焊缝中的奥氏体/铁素体比例接近 1:1,晶粒尺寸达到最小值。使用一定厚度镍中间膜的焊接接头的抗拉强度和延展性分别达到了 774 MPa 和 25%,显著改善了未添加镍的 2205 双相不锈钢焊接接头的机械性能。
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引用次数: 0
Influence of prefabricated steel/aluminum composite panel temperature on interface and microstructure properties of rolled steel–aluminum transition joint 预制钢铝复合板温度对轧制钢铝过渡接头界面和微观结构特性的影响
IF 2.5 2区 材料科学 Pub Date : 2024-09-14 DOI: 10.1007/s42243-024-01309-z
Wen-wen Liu, Na-jin Wang, Ke Chen, Tao Wang, Zhong-yu Chen

Based on the two-pass differential temperature rolling bonding method, the effects of prefabricated steel/aluminum composite panel temperature on interface characteristics and microstructure properties were investigated through experimental analysis and finite element simulations. When the temperature exceeds 400 °C, the effective preparation of the steel–aluminum transition joint can be achieved, and with the increase in temperature, the interface shear and pull-off strength of the steel–aluminum transition joint exhibits an initial decrease followed by an increase. Both the interface shear and pull-off fractures are in 1060 aluminum matrix. As the temperature increases, the size of the average grain in 1060 aluminum matrix increases and then decreases. When the temperature reaches 550 °C, the comprehensive performance of the prepared steel–aluminum transition joint is the best, with the interface shear strength of 77 MPa and the interface pull-off strength of 153 MPa, exceeding the bonding strength of the explosive compounding method. There are no pinholes, wrinkles, or cracks in the lateral bending matrix and the interface.

基于两道差温滚压粘接法,通过实验分析和有限元模拟研究了预制钢铝复合板温度对界面特性和微观结构性能的影响。当温度超过 400 ℃ 时,可实现钢铝过渡接头的有效制备,随着温度的升高,钢铝过渡接头的界面剪切强度和拉拔强度呈现先降低后升高的趋势。界面剪切断裂和拉断断裂都发生在 1060 铝基体中。随着温度的升高,1060 铝基体的平均晶粒尺寸先增大后减小。当温度达到 550 ℃ 时,制备的钢铝过渡接头综合性能最好,界面剪切强度达到 77 MPa,界面拉断强度达到 153 MPa,超过了爆炸复合法的粘接强度。横向弯曲基体和界面没有针孔、皱纹或裂纹。
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引用次数: 0
Corrosion and passive behavior of SLM and wrought TA15 titanium alloys in hydrochloric acid solutions SLM 和锻造 TA15 钛合金在盐酸溶液中的腐蚀和被动行为
IF 2.5 2区 材料科学 Pub Date : 2024-09-14 DOI: 10.1007/s42243-024-01316-0
Xing-xing Li, Li-yi Chen, Wen-bin Hu, Shan Wan, Long-fei Song, Yi-peng Wang, Bo-kai Liao, Xing-peng Guo

The corrosion behavior of Ti–6Al–2Zr–1Mo–1V (TA15) alloy fabricated through selective laser melting (SLM) technology and traditional wrought technology in hydrochloric acid solutions was investigated using electrochemical testing and surface characterizations, including electron backscattered diffraction, scanning electron microscopy, and X-ray photoelectron spectroscopy analyses. The results showed that both types of TA15 alloy underwent spontaneous passivation reactions in HCl solution, and with the increase in HCl concentration, the surface of SLM-TA15 sample exhibited larger and deeper pits. In comparison to SLM-TA15 sample, the pits on the wrought-TA15 sample were shallower and the surface was more uniform. Analysis of the passive current density, breakdown potential, and electrochemical impedance revealed that the corrosion resistance of both alloys decreased as the concentration of HCl increased, and SLM sample exhibited poorer corrosion resistance compared with the wrought sample. Analysis of Mott–Schottky test curves and calculation of passive film thickness indicated that the passive film of wrought-TA15 sample was superior to that of SLM-TA15 sample.

通过电化学测试和表面表征(包括电子反向散射衍射、扫描电子显微镜和 X 射线光电子能谱分析),研究了通过选择性激光熔化(SLM)技术和传统锻造技术制造的 Ti-6Al-2Zr-1Mo-1V (TA15) 合金在盐酸溶液中的腐蚀行为。结果表明,两种类型的 TA15 合金在盐酸溶液中都发生了自发钝化反应,随着盐酸浓度的增加,SLM-TA15 样品的表面出现了更大、更深的凹坑。与 SLM-TA15 样品相比,锻造-TA15 样品的凹坑更浅,表面更均匀。对被动电流密度、击穿电位和电化学阻抗的分析表明,两种合金的耐腐蚀性都随着盐酸浓度的增加而降低,与锻造样品相比,SLM 样品的耐腐蚀性更差。Mott-Schottky 测试曲线分析和被动膜厚度计算表明,锻造-TA15 样品的被动膜优于 SLM-TA15 样品。
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引用次数: 0
Effect of Nb on high-temperature oxidation of austenitic stainless steel at 850 °C 铌对奥氏体不锈钢在 850 °C 高温氧化的影响
IF 2.5 2区 材料科学 Pub Date : 2024-09-14 DOI: 10.1007/s42243-024-01297-0
Fan Wang, Gui-zhi Xiao, De-ning Zou, Kai-xin Zhang, Xiao-ming Zhang, Yang Li, Li-bo Tong, Yi-cheng Jiang, Bo Song

The effects of niobium on the high-temperature oxidation resistance of austenitic stainless steel were systematically investigated. Two austenitic stainless steels with different Nb contents were prepared and exposed to air at 850 °C for 200 h. Results show that Nb positively affects the high-temperature oxidation resistance of austenitic stainless steels. The matrix organization of austenitic stainless steels with added niobium does not change, while the austenitic grain size is significantly refined, and it also promoted the release of internal stresses in the oxide film, which in turn improved the integrity of the oxide film and adhesion to the substrate. In addition, with the addition of Nb element, a large number of Nb(C, N) particles are diffusely distributed in the matrix. Nb(C, N) phase distributed in the matrix and the niobium-rich layer formed by the diffusion of niobium into the interface between the metal matrix and the oxide film during the high-temperature oxidation process effectively prevents the diffusion of iron into the outer layer and enhances the oxidation resistance at high temperatures.

系统研究了铌对奥氏体不锈钢高温抗氧化性的影响。结果表明,铌对奥氏体不锈钢的高温抗氧化性有积极影响。添加了铌的奥氏体不锈钢的基体组织没有发生变化,而奥氏体晶粒尺寸则显著细化,同时还促进了氧化膜内应力的释放,进而改善了氧化膜的完整性和与基体的粘附性。此外,随着 Nb 元素的加入,大量 Nb(C,N)颗粒在基体中弥散分布。分布在基体中的 Nb(C,N)相以及高温氧化过程中铌扩散到金属基体和氧化膜之间的界面所形成的富铌层,有效地阻止了铁向外层的扩散,增强了高温下的抗氧化性。
{"title":"Effect of Nb on high-temperature oxidation of austenitic stainless steel at 850 °C","authors":"Fan Wang, Gui-zhi Xiao, De-ning Zou, Kai-xin Zhang, Xiao-ming Zhang, Yang Li, Li-bo Tong, Yi-cheng Jiang, Bo Song","doi":"10.1007/s42243-024-01297-0","DOIUrl":"https://doi.org/10.1007/s42243-024-01297-0","url":null,"abstract":"<p>The effects of niobium on the high-temperature oxidation resistance of austenitic stainless steel were systematically investigated. Two austenitic stainless steels with different Nb contents were prepared and exposed to air at 850 °C for 200 h. Results show that Nb positively affects the high-temperature oxidation resistance of austenitic stainless steels. The matrix organization of austenitic stainless steels with added niobium does not change, while the austenitic grain size is significantly refined, and it also promoted the release of internal stresses in the oxide film, which in turn improved the integrity of the oxide film and adhesion to the substrate. In addition, with the addition of Nb element, a large number of Nb(C, N) particles are diffusely distributed in the matrix. Nb(C, N) phase distributed in the matrix and the niobium-rich layer formed by the diffusion of niobium into the interface between the metal matrix and the oxide film during the high-temperature oxidation process effectively prevents the diffusion of iron into the outer layer and enhances the oxidation resistance at high temperatures.</p>","PeriodicalId":16151,"journal":{"name":"Journal of Iron and Steel Research International","volume":null,"pages":null},"PeriodicalIF":2.5,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142265824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A new insight into iron ore oxidized pellets prepared by steel belt roasting process 钢带焙烧工艺制备铁矿石氧化球团的新见解
IF 2.5 2区 材料科学 Pub Date : 2024-09-14 DOI: 10.1007/s42243-024-01336-w
Tao Jing, Hao Lv, Min Gan, Xiao-hui Fan, Jing Li, You-xun Dai, Zhuo-qi Liu, Shi-xian Li

The steel belt roasting process has the advantages of low cost, small footprint, and high thermal efficiency, making it widely used in the smelting of ferroalloys such as ferrochrome, ferromanganese, and ferroniobium. However, its application in preparing iron ore oxidized pellets has not been sufficiently explored. The optimal thermal process conditions for magnesium-containing oxidized pellet preparation by steel belt roasting machine were investigated based on the roasting properties of high-magnesium iron concentrate and typical iron concentrate. The results indicate that, for the blending scheme of 70 wt.% high-magnesium iron concentrate and 30 wt.% typical iron concentrate, the appropriate preheating temperature for pellets is 950–975 °C and the suitable roasting temperature is 1250–1275 °C, during which the compressive strength of pellets can exceed 2500 N pellet−1. During the steel belt roasting process, SO2 is primarily released in the preheating zone, and the maximum exhaust gas temperature in the roasting zone can reach 637 °C. High-temperature sulfur-containing exhaust gas causes oxidation corrosion, sulfide corrosion, and deformation of the steel belt. To enhance the steel belt longevity, it is recommended to appropriately reduce the wind velocity in the preheating zone and roasting zone, while also decreasing the ratio of pellet bed height to hearth layer height. By adopting the system of “low wind velocity, thin pellet bed, fast steel belt speed,” the exhaust gas temperature can be reduced to 463 °C. The prepared pellet maintains a compressive strength of 2607 N pellet−1 and exhibits excellent metallurgical properties.

钢带焙烧工艺具有成本低、占地面积小、热效率高等优点,因此被广泛应用于铬铁、锰铁和铌铁等铁合金的冶炼。然而,它在制备铁矿石氧化球团中的应用尚未得到充分探索。根据高镁铁精矿和典型铁精矿的焙烧特性,研究了钢带焙烧机制备含镁氧化球团矿的最佳热工艺条件。结果表明,对于 70 wt.% 高镁铁精矿和 30 wt.% 典型铁精矿的混合方案,球团适宜的预热温度为 950-975 ℃,适宜的焙烧温度为 1250-1275 ℃,在此温度下,球团的抗压强度可超过 2500 N pellet-1。在钢带焙烧过程中,SO2 主要在预热区释放,焙烧区的最高废气温度可达 637 ℃。高温含硫废气会导致氧化腐蚀、硫化物腐蚀和钢带变形。为了提高钢带的使用寿命,建议适当降低预热区和焙烧区的风速,同时降低球团床高度与炉层高度之比。通过采用 "低风速、薄球团床、快钢带速度 "系统,废气温度可降至 463 °C。制备的球团抗压强度保持在 2607 N pellet-1 的水平,并具有优异的冶金性能。
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引用次数: 0
Microstructure–property correlation and strain partitioning behavior in medium-carbon carbide-free bainitic steel 中碳无碳化物贝氏体钢的显微组织-性能相关性和应变分配行为
IF 2.5 2区 材料科学 Pub Date : 2024-09-09 DOI: 10.1007/s42243-024-01310-6
Ru Su, Xiong-wei Zheng, Jie Kang, Da-yong Wu, Hai-kun Ma, Fu-cheng Zhang, Zhi-nan Yang, Qing Li

The correlation between the microstructure, properties, and strain partitioning behavior in a medium-carbon carbide-free bainitic steel was investigated through a combination of experiments and representative volume element simulations. The results reveal that as the austempering temperature increases from low to intermediate, the optimal balance of properties shifts from strength–toughness to plasticity–toughness. The formation of fine bainitic ferrite plates and bainite sheaves under low austempering temperature (270 °C) enhances both strength and toughness. Conversely, the wide size and shape distribution of the retained austenite (RA) obtained through austempering at intermediate temperature (350 °C) contribute to increased work-hardening capacity, resulting in enhanced plasticity. The volume fraction of the ductile film-like RA plays a crucial role in enhancing impact toughness under relatively higher austempering temperatures. In the simulations of tensile deformation, the concentration of equivalent plastic strain predominantly manifests in the bainitic ferrite neighboring the martensite, whereas the equivalent plastic strain evenly spreads between the thin film-like retained austenite and bainitic ferrite. It is predicted that the cracks will occur at the interface between martensite and bainitic ferrite where the strain is concentrated, and eventually propagate along the strain failure zone.

通过实验和代表性体积元素模拟相结合的方法,研究了中碳无碳贝氏体钢的微观结构、性能和应变分配行为之间的相关性。结果表明,随着奥氏体回火温度从低温升至中温,性能的最佳平衡点从强度-韧性转变为塑性-韧性。在低奥氏体回火温度(270 °C)下形成的细贝氏体铁素体板和贝氏体波浪能提高强度和韧性。相反,在中等温度(350 °C)下奥氏体回火得到的残余奥氏体(RA)的尺寸和形状分布较广,有助于提高加工硬化能力,从而增强塑性。在相对较高的奥氏体回火温度下,韧性膜状 RA 的体积分数对提高冲击韧性起着至关重要的作用。在拉伸变形模拟中,等效塑性应变主要集中在邻近马氏体的贝氏体铁素体中,而等效塑性应变则均匀分布在薄膜状保留奥氏体和贝氏体铁素体之间。据预测,裂纹将出现在应变集中的马氏体和贝氏体铁素体界面,并最终沿着应变破坏区扩展。
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引用次数: 0
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Journal of Iron and Steel Research International
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