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Evolution of structural-phase state and properties of hypereutectoid steel rails at long-term operation 过共析钢轨在长期运行中的组织相态及性能演变
Pub Date : 2023-06-29 DOI: 10.17073/0368-0797-2023-3-327-329
M. A. Porfir’ev, V. Gromov, R. Kryukov
The methods of modern physical materials science were used to analyze the evolution of microhardness, tribological properties, dislocation substructure and phase composition of the rails with increased wear resistance and contact endurance of DT 400 IR category after missed tonnage of 187 million gross tons on the experimental ring of Russian Railways. It is shown that extremely long-term operation of the rails is accompanied by a decrease (3.1 times) in wear parameter of the rolling surface and an increase (1.4 times) in microhardness, scalar dislocation density (1.5 times) and Fe3C carbide content (1.24 times). Operation of the rails led to a decrease in the crystal lattice parameter, which correlates with an increase in the content of iron carbide. We made the assumptions about physical causes of the change in parameters.
采用现代物理材料科学的方法,分析了在俄罗斯铁路试验环上损失1.87亿总吨后,DT 400 IR类耐磨性和接触耐久性提高的钢轨的显微硬度、摩擦学性能、位错子结构和相组成的演变。结果表明:在超长时间的运行过程中,钢轨表面的磨损参数降低了3.1倍,显微硬度、标量位错密度和Fe3C碳化物含量分别增加了1.4倍、1.5倍和1.24倍。钢轨的运行导致晶格参数的降低,这与碳化铁含量的增加有关。我们对参数变化的物理原因作了假设。
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引用次数: 0
Electrospark deposition of metalloceramic Fe–Al/HfC coating on steel 1035 金属陶瓷Fe-Al /HfC涂层在1035钢上的电火花沉积
Pub Date : 2023-06-29 DOI: 10.17073/0368-0797-2023-3-302-310
A. Burkov, M. Kulik
To improve the tribotechnical behavior and heat resistance of steel 1035, composite metalloceramic Fe–Al/HfC coatings were prepared by electrospark deposition. A non-localized anode was used as an electrode consisting of a mixture of iron and aluminum granules with a molar ratio of 3:2 and with the addition of HfC powder. The cathode gain had positive values indicating that HfC powder can be deposited on steel 1035 using the Fe60Al40 anode mixture. Moreover, the cathode gain monotonically increased with the increase in addition of HfC powder to the anode mixture. The coatings structure is represented by a matrix of FeAl intermetallic compound reinforced with HfC grains, which corresponds to the structure of a metalloceramic composite. Concentration of HfC in the coating increased with the addition of HfC powder to the anode mixture. Deposition of Fe–Al/HfC coatings according to the proposed technique allows reducing the friction coefficient of steel 1035 from 6 to 40 vol. %. Depending on the concentration of HfC in the anode mixture, the wear resistance of Fe–Al/HfC coatings varied nonmonotonically with a maximum at 8 vol. %. The use of Fe–Al/HfC coatings makes it possible to increase the wear resistance of the steel surface to 10 times. Comparison of the final weight gain of the samples after 100 h of oxidation resistance tests at a temperature of 700 °C allows us to conclude that electrospark deposition Fe–Al/HfC coatings can increase the oxidation resistance of steel 1035 by 1.7–2.2 times. Analysis of the study results shows that adhesion of Fe–Al composition to HfC is weak. This was reflected in decrease in hardness, wear resistance and oxidation resistance of coatings with an increase in the concentration of HfC in the anode mixture above 8 vol. %.
为了提高 1035钢的摩擦性能和耐热性,采用电火花沉积法制备了Fe-Al /HfC复合金属陶瓷涂层。采用非定域阳极作为电极,电极由铁和铝颗粒的混合物组成,摩尔比为3:2,并添加HfC粉末。阴极增益为正值,表明使用Fe60Al40阳极混合物可以在 1035钢上沉积HfC粉末。阴极增益随阳极混合物中HfC粉添加量的增加而单调增加。涂层的结构为含氟碳化物晶粒增强的FeAl金属间化合物基体,相当于金属陶瓷复合材料的结构。阳极混合物中加入氢氟碳化物粉末后,涂层中氢氟碳化物的浓度增加。根据提出的技术沉积Fe-Al /HfC涂层可以将钢1035 的摩擦系数从6降低到40 vol. %。根据阳极混合物中HfC的浓度,Fe-Al /HfC涂层的耐磨性呈非单调变化,最大值为8 vol. %。使用Fe-Al /HfC涂层可以将钢表面的耐磨性提高到10 倍。对比在700 ℃下进行100 h抗氧化试验后试样的最终增重,我们可以得出电火花沉积Fe-Al /HfC涂层可使 1035钢的抗氧化性能提高1.7-2.2 倍。研究结果分析表明,Fe-Al组分对HfC的附着力较弱。当阳极混合物中HfC浓度超过8 vol. %时,涂层的硬度、耐磨性和抗氧化性下降。
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引用次数: 0
Patterns of localized deformation at pre-fracture stage in carbon steel – stainless steel bimetal 碳钢-不锈钢双金属断裂前局部变形模式
Pub Date : 2023-06-29 DOI: 10.17073/0368-0797-2023-3-320-326
S. Barannikova, Yu. V. Li
The work is devoted to the study of strain localization at macroscale level during parabolic mechanical hardening and pre-fracture under quasi-static loading of a carbon steel – stainless steel bimetal. The problem of estimating the scale of the phenomena that determine plasticity is decisive in the development of any theories of plastic deformation, in particular, dislocation theories. The main difficulty in constructing such theories is the reconciling the dislocation scales, characteristic for most deformation and mechanical hardening mechanisms, with macroscopic parameters of deformation processes. In the framework of the autowave model of localized plastic deformation, this problem can be reduced to the possibility of obtaining parameters from the results of macroscale observations of localized plastic flow development. During the experiments, it was confirmed that in a bimetal at any forming stage, a specific pattern of localization centers distribution is spontaneously generated - a pattern of localized plastic flow. The shape of such patterns is determined by the law of mechanical hardening acting in the material. It is shown that the observed localization patterns can be used as an informative feature in predicting the plasticity margin. In the process of uniaxial tension at the stage of parabolic mechanical hardening of the bimetal, the deformation mode is realized with the formation of several potential fracture centers. It was established that at the pre-fracture stage, during the time evolution of the wave pattern of deformation localization, the zone of active plastic deformation narrows, but the number of centers in it either remains the same with a decrease in the distance between them, or even increases. The result of this process is the formation of a macroscopic neck, and then fracture. At the pre-fracture stage, the collapse point indicates the place of future fracture and signals the need to stop the deformation process in order to avoid the fracture of the bimetallic material. Thus, the well-known manifestation of deformation macroscopic localization – formation of a neck – is preceded by complex phenomena of mutually coordinated motion of localized plasticity centers at the pre-fracture stage.
本文研究了准静态载荷下碳钢-不锈钢双金属抛物线型机械硬化和预断裂过程的宏观应变局部化问题。在任何塑性变形理论,特别是位错理论的发展中,估计决定塑性的现象的尺度的问题是决定性的。构建这类理论的主要困难在于协调大多数变形和机械硬化机制所特有的位错尺度与变形过程的宏观参数。在局部化塑性变形的自波模型框架下,这个问题可以简化为从局部化塑性流动发展的宏观观测结果中获取参数的可能性。实验证实,在双金属的任何成形阶段,都会自发产生一种特定的局部化中心分布模式——局部化塑性流动模式。这种图案的形状是由作用于材料中的机械硬化规律决定的。结果表明,观测到的局部化模式可以作为预测塑性边界的信息特征。在双金属抛物线形机械硬化阶段的单轴拉伸过程中,变形模式是通过形成几个潜在断裂中心来实现的。结果表明:在断裂前阶段,在变形局部化波形的时间演化过程中,活动塑性变形区域变窄,但活动塑性变形区域的中心数量要么保持不变,中心之间的距离减小,要么增加;这一过程的结果是形成宏观的颈部,然后断裂。在断裂前阶段,坍塌点指示了未来断裂的位置,表明需要停止变形过程,以避免双金属材料的断裂。因此,众所周知的变形宏观局部化表现——颈部的形成——是在断裂前阶段局部化塑性中心相互协调运动的复杂现象之前发生的。
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引用次数: 0
Degree and depth of hardening under pendulum surface plastic deformation of carbon steel 碳钢摆面塑性变形下的硬化程度和硬化深度
Pub Date : 2023-06-28 DOI: 10.17073/0368-0797-2023-3-272-282
S. Zaides, Ho Minh Quan
The article discusses influence of the main technological parameters of pendulum surface plastic deformation (SPD) on the mechanical properties of surface layer of cylindrical parts made of carbon steel. Using the hardness tester HBRV-187.5 and the microhardness tester HMV-G21, we determined hardness of the surface layer, microhardness and depth of the work-hardened layer of hardened parts. In addition, the results of calculating the hardening degree are presented, which is important information for evaluating the effectiveness of SPD method in terms of improving the metal mechanical properties. Experimental studies showed that after pendulum SPD (at different processing modes), hardness of the surface layer increases by 9 – 12 % compared to hardness of the original surface, and the microhardness increases by 1.5 – 1.7 times, which leads to a significant hardening of the cylindrical billet surface layer. Depth of the hardened layer varies in the range of 0.9 – 1.1 mm, while the hardening degree is 45 – 65 %. Using the software package Statistica 10.1, which allows solving optimization problems based on statistical analysis and building an optimization model, we determined the optimal modes of hardening by pendulum SPD. These modes simultaneously provide both the maximum depth of the hardened layer and the highest hardening degree of the surface layer. They are formed under the following processing modes: radial interference t = 0.15 – 0.2 mm; longitudinal feed s = 0.07 – 0.11 mm/rev; billet rotation frequency nb = 160 – 200 min−1; frequency of the working tool pendulum movement nt = 110 – 130 strokes/min; angular amplitude of the working tool α = 35 – 40°. According to the results of experimental data and numerical calculations, it was established that the average grain size in pendulum SPD decreases by 30 – 40 % compared to the initial size, and the dislocation density increases by 2.5 times.
讨论了摆面塑性变形主要工艺参数对碳钢圆柱件表层力学性能的影响。利用硬度计HBRV-187.5和显微硬度计HMV-G21测定了淬火件的表层硬度、加工硬化层显微硬度和深度。并给出了硬化程度的计算结果,这是评价SPD方法在改善金属力学性能方面有效性的重要信息。实验研究表明,经摆式SPD处理后(不同加工方式下),表面硬度比原表面硬度提高了9 ~ 12 %,显微硬度提高了1.5 ~ 1.7 倍,导致柱状方坯表层明显硬化。硬化层深度为0.9 ~ 1.1 mm,硬化程度为45 ~ 65 %。利用基于统计分析的优化问题求解软件Statistica 10.1,建立优化模型,确定了摆式SPD的最优硬化方式。这些模式同时提供硬化层的最大深度和表层的最高硬化程度。它们在以下加工方式下形成:径向干涉t = 0.15 - 0.2 mm;纵向进给 = 0.07 - 0.11 mm/rev;钢坯旋转频率nb = 160 - 200 min−1;工作工具摆运动频率nt = 110 - 130 冲程/分钟;工件的角振幅α = 35 - 40°。实验数据和数值计算结果表明,摆式SPD的平均晶粒尺寸比初始尺寸减小了30 ~ 40 %,位错密度增加了2.5 倍。
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引用次数: 0
Structure formation of Np-30KhGSA alloy in wire and arc additive manufacturing Np-30KhGSA合金在线材和电弧增材制造中的组织形成
Pub Date : 2023-06-28 DOI: 10.17073/0368-0797-2023-3-294-301
M. Anosov, D. Shatagin, M. A. Chernigin, Yu.S. Mordovina, E. S. Anosova
The use of metallic products 3D-printing is a modern, promising technology that improves production efficiency. However, using this technology is associated with a number of problems, for example, with increased microstructural heterogeneity and defects in metal. Therefore, it is necessary to carry out researches to identify 3D-printing modes ensuring the most homogeneous, stable and non-defect structure. In this work, a study was made of the process of structure formation of 30KhGSA steel in the process of Wire and Arc Additive Manufacturing (WAAM) under various printing modes. Microstructural analysis, microhardness measurement and fractal analysis were used for assessment of the obtained billets. In all surfacing modes, a significant structural inhomogeneity of the deposited billet was revealed, which is explained by the thermal effect of the deposited layer on the already crystallized metal. Nevertheless, we found the mode that gives the most favorable microstructure in terms of its uniformity and equiaxed grains. With an increase in WAAM heat input values, an increase in the productivity of the process is observed and a decrease in the number of pores in the material is recorded. However, when the heat input of the surfacing process exceeds 1000 J/mm, the structural inhomogeneity of the material increases and its microhardness significantly decreases. Based on the studies, as a WAAM 3D-printing mode for Np-30KhGSA alloy, a mode with a heat input of about 920 J/mm can be chosen, which provides the lowest structural inhomogeneity and a sufficiently high productivity of the growth process with the absence of defects in the form of pores and elements of not melted wire.
使用金属产品3d打印是一种现代的、有前途的技术,可以提高生产效率。然而,使用这种技术会带来许多问题,例如,金属的微结构不均匀性和缺陷增加。因此,有必要开展研究,以确定3d打印模式,确保最均匀,稳定和无缺陷的结构。本文研究了30KhGSA钢在各种打印模式下的线弧增材制造(WAAM)过程中的结构形成过程。采用显微组织分析、显微硬度测量和分形分析对坯料进行了评定。在所有的堆焊模式下,发现堆焊坯料具有明显的结构不均匀性,这可以解释为堆焊层对已经结晶的金属的热效应。然而,我们发现了在均匀性和等轴晶粒方面给出最有利的微观结构的模式。随着WAAM热输入值的增加,观察到该过程的生产率增加,并且记录了材料中孔隙数量的减少。然而,当堆焊过程的热输入超过1000 J/mm时,材料的组织不均匀性增加,显微硬度显著降低。基于研究,作为Np-30KhGSA合金的WAAM 3d打印模式,可以选择热输入约920 J/mm的模式,该模式可以提供最低的组织不均匀性和足够高的生长过程生产率,并且没有气孔和未熔丝元素形式的缺陷。
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引用次数: 0
Reserves for reducing energy consumption when rolling section bars on modern rolling mills 在现代轧机上轧制截面棒材时减少能耗的储备
Pub Date : 2023-06-28 DOI: 10.17073/0368-0797-2023-3-290-293
A. R. Fastуkovskii, M. I. Glukhov, V. A. Vakhrolomeev
Metallurgical production is a highly energy-intensive process, and the search for solutions to reduce energy costs remains an urgent task for all stages. In this regard, the production of finished rolled products is considered as the most promising direction for the implementation of energy-saving technologies. There are two ways to reduce energy costs in hot rolling of section bars: saving energy for heating and improving the use of the main equipment to reduce intermediate energy costs. Due to the difference in silt conditions at the moment of capture and at the steady stage of the rolling process, a reserve of retracting friction forces arises, which can be used for additional shaping in non-drive devices and thereby increase the efficiency of the main equipment and reduce overall energy costs. For the practical implementation of the proposed concept, dependence was obtained that makes it possible to estimate the power potential that is not used at the steady stage of the rolling process. Using the obtained dependence, it was found that when rolling in smooth rolls, the potential of friction forces is used only by 50 – 60 %, and when rolling in calibers, by 35 – 40 %. It was experimentally established that during the rolling of shaped sections in passes with an elongation ratio of less than 1.10 – 1.15, more than 50 % of the energy is spent on idling. However, by replacing drive stands in these passes with non-drive cassettes (in continuous groups), it is possible to increase the efficiency of adjacent stands by 4 – 5 % and reduce energy costs.
冶金生产是一个高度能源密集型的过程,寻找降低能源成本的解决方案仍然是各个阶段的紧迫任务。在这方面,轧制成品的生产被认为是实施节能技术最有前途的方向。在型钢热轧中降低能源成本的途径有两种:节约加热能源和提高主要设备的使用,降低中间能源成本。由于捕获时刻和轧制过程稳定阶段的淤泥条件不同,产生了一种收缩摩擦力储备,可用于非驱动装置的额外成形,从而提高主设备的效率并降低总体能源成本。对于所提出的概念的实际实施,获得了依赖性,使得可以估计在轧制过程的稳定阶段不使用的功率势。利用所得到的依赖关系,发现在光滑轧辊轧制时,摩擦力的潜力仅利用了50 - 60%,而在径轧辊轧制时,摩擦力的潜力利用了35 - 40%。实验表明,在伸长率小于1.10 ~ 1.15的孔型轧制过程中,50%以上的能量消耗在空转上。然而,通过将这些通道中的驱动机架替换为非驱动机架(连续组),可以将相邻机架的效率提高4 - 5%,并降低能源成本。
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引用次数: 0
Investigation of thermal mode of hot-rolling mill working rolls in order to improve the accuracy of calculating the thermal profile of their barrels’ surface 对热轧机工作辊的热模式进行了研究,以提高其筒体表面热廓形的计算精度
Pub Date : 2023-06-28 DOI: 10.17073/0368-0797-2023-3-283-289
D. Shalaevskii
Thermal mode of the working roll barrel in a hot-rolling mill is a significant technological factor that affects the steel strip quality, its cross section, and durability of working rolls. A reliable calculation of the temperature mode parameters makes it possible to determine the thermal profile shape and the best profiling of the roll barrel surface, as well as to reduce defects in steel strip flatness. The most common is the balance model of roll thermal mode. Its accuracy is largely determined by thermophysical constants, in particular, the heat transfer coefficients of the rolls: contact – with the strip and convective – with cooling water. There are various data on the values ​​and methods for calculating these coefficients, but most of them do not take into account the presence of pauses in rolling rhythm of the finishing group of stands, the duration of which is significant. Failure to take this factor into account entails significant errors in calculations of the thermal mode. A passive experiment was carried out, during which surface temperatures of the working rolls’ barrels were measured using a thermocouple at several points along their length immediately after they fell out. Also, the parameters of steel strip rolling before roll change were determined: rolling rhythm coefficients, strip reduction in stands, water consumption for cooling rolls and some others. As a result, an empirical equation was obtained for calculating the contact heat transfer coefficient, taking into account the main technological factors. The use of refined coefficients for calculating the temperatures of the roll barrel significantly increased the accuracy of predicting the thermal mode, in particular, the thermal profile of the working roll, based on values ​​of the rolling parameters.
热轧机工作辊筒的热方式是影响带钢质量、横截面和工作辊耐久性的重要工艺因素。通过对温度模态参数的可靠计算,可以确定辊筒表面的热型形和最佳型形,减少钢带平整度缺陷。最常见的是轧辊热模平衡模型。它的准确性很大程度上取决于热物理常数,特别是轧辊的传热系数:与带钢的接触和与冷却水的对流。关于计算这些系数的数值和方法有各种各样的数据,但大多数数据都没有考虑到在整场组的滚动节奏中存在的停顿,而停顿的持续时间是很重要的。如果不考虑这一因素,就会在热模态的计算中产生重大错误。进行了被动实验,在此过程中,使用热电偶测量了工作辊筒在其脱落后立即沿其长度的几个点的表面温度。确定了换辊前的带钢轧制参数:轧制节奏系数、机架带钢减量、冷却辊耗水量等。得到了考虑主要工艺因素的接触换热系数计算公式。利用改进系数计算辊筒温度,显著提高了基于轧制参数值预测热模式,特别是工作辊热分布的准确性。
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引用次数: 0
Multilayer amorphous-crystalline high-entropy metal films 多层非晶高熵金属薄膜
Pub Date : 2023-06-06 DOI: 10.17073/0368-0797-2023-2-191-196
Y. Ivanov, N. Prokopenko, E. Petrikova, V. Shugurov, A. Teresov
High-entropy alloys (HEA) are multi-element materials and contain at least five elements of similar concentration. HEA are, as a rule, single- phase thermodynamically stable substitutional solid solutions, mainly based on a body-centered cubic and face-centered cubic crystal lattice. Solid solution stabilization during the crystallization of a high-entropy alloy is provided by the interaction of a number of factors, namely, a high mixing entropy and low diffusion rate of components, and a low growth rate of crystallites from the melt. The purpose of this work was to obtain new knowledge about the structure and properties of high-entropy films synthesized on a metal substrate during deposition of a multi-element metal plasma in argon atmosphere. The plasma was formed as a result of independent plasma-assisted electric arc cathodes of the following metals: Ti, Al, Cu, Nb, Zr sputtering. As a result of the performed studies, the deposition mode was revealed, which allows the formation of films of various thicknesses of close to equiatomic composition. Transmission electron microscopy methods have established that the films are multilayer formations and have nanoscale amorphous-crystalline structure. Microhardness of the films significantly depends on the ratio of number of the forming elements and varies from 12 to 14 GPa, Young’s modulus – from 230 to 310 GPa. Crystallization of the films was carried out by irradiation with a pulsed electron beam. As a result of processing, a two-phase state is formed. The main phase is α-NbZrTiAl with a volume-centered cubic crystal lattice with a parameter of 0.32344 nm; the second phase of CuZr composition has a simple cubic lattice.
高熵合金(HEA)是一种多元素材料,含有至少5种浓度相近的元素。HEA通常是基于体心立方和面心立方晶格的单相热稳定取代固溶体。高熵合金结晶过程中的固溶体稳定是由多种因素的相互作用提供的,即高混合熵和低组分扩散速率,以及熔体中晶体的低生长速率。本工作的目的是获得在氩气气氛中沉积多元素金属等离子体在金属衬底上合成的高熵薄膜的结构和性能的新知识。等离子体是由以下金属的独立等离子体辅助电弧阴极溅射形成的:Ti, Al, Cu, Nb, Zr。研究结果揭示了沉积模式,该模式允许形成接近等原子组成的各种厚度的薄膜。透射电镜方法证实该薄膜为多层结构,具有纳米级非晶结构。薄膜的显微硬度很大程度上取决于形成元素数量的比例,从12到14 GPa不等,杨氏模量从230到310 GPa不等。用脉冲电子束辐照使薄膜结晶。加工的结果是形成两相态。主要相为α-NbZrTiAl,具有体积中心立方晶格,晶格参数为0.32344 nm;CuZr化合物的第二相具有简单的立方晶格。
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引用次数: 0
Mechanical and acoustic properties of deformable alloys 可变形合金的力学和声学特性
Pub Date : 2023-06-06 DOI: 10.17073/0368-0797-2023-2-162-167
S. Barannikova, M. V. Nadezhkin, P. V. Iskhakova
The paper is devoted to correlation dependences of ultrasound velocity with characteristics of strength and plasticity in uniaxial tension of Fe18Cr10Ni austenitic stainless steel with a unique set of physical and mechanical properties. Such a successful set of mechanical properties is provided by dislocation slip and twinning, the formation of stacking faults, and martensitic transformation. It should be noted that the assessment of changes in the mechanical characteristics of metals (especially at low temperatures) is a very laborious task and requires the use of non-destructive control methods. Experimental data was obtained using a bench designed to synchronize with recording of the “stress – strain” diagram for determining the values of ultrasound velocity propagation and the attenuation coefficient of the ultrasonic wave as a function of deformation. Measurement of ultrasound velocity propagation was reduced to determining the time of passage of an ultrasonic Rayleigh pulse between transmitting and receiving transducers. Attenuation was determined from the change in pulse shape. The pulses were excited by a piezoelectric transducer at a frequency of 5 MHz. The authors experimentally studied static loading effect on acoustic characteristics and calculated the destruction parameters. The propagation ultrasound velocity in deformable material is an informative feature for analyzing the nature of the processes that control plasticity. The effect of test temperature in the range 180 K ≤ T ≤ 320 K on acoustic and mechanical characteristics of the steel was studied to ensure control of its structural state and mechanical properties by means of non-destructive testing. The temperature range was chosen taking into account the possibility of direct γ → α′ martensitic transformation.
本文研究了具有独特物理力学性能的Fe18Cr10Ni奥氏体不锈钢在单轴拉伸过程中超声速度与强度和塑性特性的相关关系。这种成功的力学性能是由位错滑移和孪晶、层错的形成和马氏体相变提供的。应该指出的是,评估金属机械特性的变化(特别是在低温下)是一项非常费力的任务,需要使用非破坏性的控制方法。实验数据采用与“应力-应变”图同步记录的实验台获取,以确定超声波的传播速度值和超声波衰减系数随变形的函数。超声波速度传播的测量被简化为确定超声波瑞利脉冲在发射和接收换能器之间的通过时间。衰减是由脉冲形状的变化确定的。脉冲由压电换能器以5兆赫的频率激发。实验研究了静载荷对声学特性的影响,并计算了破坏参数。超声在可变形材料中的传播速度是分析控制塑性过程性质的信息特征。采用无损检测的方法,研究了180 K≤T≤320 K范围内的试验温度对钢的声学和力学特性的影响,以保证钢的结构状态和力学性能得到控制。温度范围的选择考虑了直接γ→α′马氏体相变的可能性。
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引用次数: 0
Data generation for digital simulators of metallurgical process operators 冶金过程操作员数字模拟器的数据生成
Pub Date : 2023-06-06 DOI: 10.17073/0368-0797-2023-2-236-243
M. Lyakhovets, G. V. Makarov, A. S. Salamatin
The article deals with the formation of model implementations of time series of data (based on in-situ data) of controlled and uncontrolled impacts in simulator-training and digital modeling systems. Such simulators are becoming increasingly widespread due to the development of information and computer technologies, automated research systems, training systems, digital modeling technologies (APM modeling), as well as digital counterparts and advanced control systems. The formed implementations of impacts can characterize situations of normal process flow, emergency and pre-emergency states, or specific representative situations for training operators and technological personnel, software testing, research and tuning of algorithms and search for optimal control actions. Using examples from the metallurgical industry, the possibility of forming several interrelated impacts based on models of nonlinear dynamics and multivariate dynamic databases is shown. The Lorentz system describing the thermal convection of a fluid medium is considered as a model of the impacts formation. The model parameters for the low- and high-frequency components are determined separately, by processing in-situ data. Next, a training sample is formed using normalization and relay-exponential smoothing operations. The implementations of the actions are formed taking into account the mutual correlation of data based on models of chemical dynamics and are adjusted to the specified properties on a limited sample of a given volume with the required accuracy using a generator in the form of a closed dynamic system. The generator in form of a closed dynamic system is built on the basis of a multidimensional generating autoregressive model with adjustable coefficients. An example of the formation of data series on technological parameters of a blast furnace (the degree of wear of the furnace lining, temperature sensor readings and heat flux density) is shown.
本文讨论了仿真训练和数字建模系统中受控和非受控冲击时间序列数据(基于现场数据)的模型实现的形成。由于信息和计算机技术、自动化研究系统、培训系统、数字建模技术(APM建模)以及数字对应物和先进控制系统的发展,这种模拟器正变得越来越普遍。形成的冲击实现可以表征正常工艺流程、紧急和应急前状态的情况,也可以表征操作员和技术人员培训、软件测试、算法研究和调优以及寻找最优控制动作的具体代表情况。以冶金工业为例,说明了基于非线性动力学模型和多变量动态数据库形成若干相互关联影响的可能性。描述流体介质热对流的洛伦兹系统被认为是撞击形成的一个模型。通过对现场数据的处理,分别确定了低频和高频分量的模型参数。接下来,使用归一化和继电器指数平滑操作形成训练样本。这些动作的实现是考虑到基于化学动力学模型的数据的相互相关性而形成的,并使用封闭动态系统形式的发生器在给定体积的有限样品上以所需的精度调整到指定的属性。在系数可调的多维生成自回归模型的基础上,建立了一个封闭动态系统形式的发电机。给出了高炉工艺参数(炉衬磨损程度、温度传感器读数和热流密度)数据序列的形成实例。
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Izvestiya. Ferrous Metallurgy
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