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Modeling the Quantitative Effect of Alloying Elements on the Ms Temperature of High Carbon Steel by Artificial Neural Networks 用人工神经网络模拟合金元素对高碳钢Ms温度的定量影响
Pub Date : 2021-07-20 DOI: 10.2139/ssrn.3889918
Xiao-song Wang, P. Narayana, A. K. Maurya, H. Kim, B. Hur, N. Reddy
Chemical composition affects the properties and the martensite start (Ms) temperature of steels. This study predicts the Ms temperature of high carbon steel via artificial neural networks. Meanwhile, it enables us to estimate the quantitative effect of alloying elements on the Ms temperature on a sizeable selectable scale, which is the first time to release such results exactly. Compared to the previous formulas, this one is simple, visual, with high accuracy.
化学成分影响钢的性能和马氏体起始温度。利用人工神经网络对高碳钢的Ms温度进行了预测。同时,它使我们能够在相当大的可选择范围内估计合金元素对Ms温度的定量影响,这是第一次准确地发布这样的结果。与以前的公式相比,这个公式简单、直观、精度高。
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引用次数: 0
Laser Powder Bed Fusion of Titanium Aluminides: An Investigation on Site-Specific Microstructure Evolution Mechanism 激光粉末床熔合铝化钛:特定部位显微组织演化机制的研究
Pub Date : 2021-03-01 DOI: 10.2139/ssrn.3805263
Xing Zhang, B. Mao, L. Mushongera, J. Kundin, Y. Liao
Abstract Metal additive manufacturing (AM) improves the design flexibility of titanium aluminides (TiAl-based alloys) as a new class of high-temperature alloys towards widespread applications. In this work, the underlying mechanisms responsible for the site-specific thermal history and grain evolution during laser powder bed fusion (LPBF) of TiAl-based alloys are investigated through an integrated computational and experimental effort. In specific, a multiphysics modeling framework integrating a finite element thermal model with a highly efficient phase-field method is developed to simulate the solidification microstructure at different locations within the melt pool during LPBF processing. The investigation of process-microstructure relationship is accomplished using a Ti-45Al (at.%) alloy for a binary approximation, with a focus on site-specific primary dendrite arm spacing (PDAS) and non-equilibrium microsegregation. The microstructural sensitivity to spatial variations, individual processing parameters, and misorientation angle between the preferred crystalline orientation and the temperature gradient direction are studied to thoroughly understand the rapid solidification during LPBF. LPBF experiments are carried out to validate the modeling results in terms of melt pool dimensions and site-specific PDAS across the melt pool. The knowledge gained in this work will benefit the development of AM processing routine for fabrication of high-performance TiAl-based alloys towards extensive applications.
金属增材制造(AM)提高了钛铝化物(tial基合金)的设计灵活性,是一类具有广泛应用前景的新型高温合金。在这项工作中,通过综合计算和实验的努力,研究了钛合金激光粉末床熔化(LPBF)过程中特定部位的热历史和晶粒演化的潜在机制。具体而言,开发了一种将有限元热模型与高效相场方法相结合的多物理场建模框架,用于模拟LPBF加工过程中熔池内不同位置的凝固组织。采用Ti-45Al (at.%)合金进行二元近似,研究了工艺与微观组织的关系,重点关注了特定部位的初生枝晶臂间距(PDAS)和非平衡态微偏析。研究了微观组织对空间变化的敏感性、单个工艺参数以及优选晶向与温度梯度方向之间的错取向角,以彻底了解LPBF过程中的快速凝固。进行了LPBF实验,以验证熔池尺寸和整个熔池特定地点的PDAS的建模结果。在这项工作中获得的知识将有利于AM加工程序的发展,以制造高性能的tial基合金。
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引用次数: 20
Temperature Dependent Luminescent Characterization of BaMgSiO 4:Eu 2+ Phosphor bamgsio4: eu2 +荧光粉的温度依赖性发光特性
Pub Date : 2021-03-01 DOI: 10.2139/ssrn.3708720
Dan Wang, Lingli Wang
Abstract In this paper, the temperature-dependent photoluminescence properties of Ba1-xMgSiO4:xEu2+ (0.01≤x≤0.07) are investigated. The room temperature excitation and emission spectra indicate that the doping Eu2+ ions occupy three different Ba2+ sites. With rising the temperature, the spectra shape of Ba1-xMgSiO4:xEu2+ (x=0.02) changes significantly in the region of 400-650 nm. The emission at 492 nm has a significant red-shift. The intensity of the emission displays a nonlinear dependence on the temperature. The temperature-dependent luminescent properties are systematically investigated by analyzing the energy transfer among the Eu2+ ions in Ba1-xMgSiO4:xEu2+ (0.01≤x≤0.07). When the temperature rises from 298 to 523 K, the color coordinates of Ba1-xMgSiO4:xEu2+ (x=0.02) first shift to the green and then to the red region. The maximal value of the absolute and relative sensitivity of Ba1-xMgSiO4:xEu2+ (x=0.02) is 4.242 × 10−3 K−1 (at 423 K) and 0.3244 % K−1 (at 398 K), respectively.
本文研究了Ba1-xMgSiO4:xEu2+(0.01≤x≤0.07)的温度依赖性光致发光特性。室温激发和发射光谱表明,掺杂的Eu2+离子占据了三个不同的Ba2+位点。随着温度的升高,Ba1-xMgSiO4:xEu2+ (x=0.02)的光谱形状在400 ~ 650 nm范围内发生显著变化。在492nm处的发射有明显的红移。发射强度与温度呈非线性关系。通过分析Ba1-xMgSiO4:xEu2+(0.01≤x≤0.07)中Eu2+离子之间的能量转移,系统地研究了其随温度变化的发光特性。当温度从298 K上升到523 K时,Ba1-xMgSiO4:xEu2+ (x=0.02)的色坐标先向绿色区域移动,然后向红色区域移动。Ba1-xMgSiO4:xEu2+ (x=0.02)的绝对灵敏度和相对灵敏度最大值分别为4.242 × 10−3 K−1 (423 K)和0.3244 % K−1 (398 K)。
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引用次数: 2
Lattice Evolution, Ordering Transformation and Microwave Dielectric Properties of Rock-Salt Li3 +xMg 2-2xNb 1-XTi 2xO6 Solid-Solution System: A Newly Developed Pseudo Ternary Phase Diagram 岩盐Li3 +xMg 2-2xNb 1-XTi 2xO6固溶体系的晶格演化、有序变换和微波介电性能:一种新建立的伪三元相图
Pub Date : 2020-09-30 DOI: 10.2139/ssrn.3681172
Xing Zhang, Xiao Zhang, Z. Fang, Hongyu Yang, Z. Xiong, Hongcheng Yang, Shuren Zhang, B. Tang
The new types of multi-component Li3+xMg2-2xNb1-xTi2xO6 (0≤x≤1) solid-solution ceramics were designed based on the Li2TiO3-Li3NbO4-MgO pseudo ternary phase diagram and studied for millimeter-wave applications. The ceramics showed a full range of solid solubility between the Li3Mg2NbO6 and Li2TiO3 endmembers. As the doping content (x) increased, we detected the phase transitions among the orthorhombic, cubic, and monoclinic phase driven by the compositional changes, as well as accompanied with an order-disorder-order transformation. Besides, the smooth orthorhombic-cubic phase transition interfaces were observed in the electron diffraction images for the sample with the low dopant concentration (x=0.2), and the reconstructed superlattices based on the orthorhombic or the cubic structure were both observed nearby the orthorhombic-cubic phase transition interface. The change of Q×f values showed a considerable increase with the emergence of the superlattices, and the enhancement of the Q×f values was related to the very small lattice vibrational anharmonicity in the structures that contain the reconstructed superlattices. Typically, when sintered at 1250 ℃ for 4 h, the ultra-low dielectric loss was achieved in the x=0.2 sample with the properties of er=16.1, Q×f=128,600 GHz (f=9.2 GHz) and τf=-30.4 ppm/℃, and the temperature stable properties were obtained in the x=0.9 sample with er=20.4, Q×f=90,300 GHz (f=7.9 GHz), and τf=2.9 ppm/℃.
基于Li2TiO3-Li3NbO4-MgO伪三元相图,设计了新型多组分Li3+ xm_2 - 2xnbn - xti2xo6(0≤x≤1)固溶陶瓷,并对其进行了毫米波应用研究。该陶瓷在Li3Mg2NbO6和Li2TiO3端元之间表现出全方位的固溶性。随着掺杂含量(x)的增加,我们检测到正交相、立方相和单斜相之间的相变是由成分变化驱动的,并且伴随着有序-无序-有序转变。此外,在低掺杂浓度(x=0.2)样品的电子衍射图像中观察到光滑的正交-立方相变界面,并且在正交-立方相变界面附近都可以观察到基于正交或立方结构的重构超晶格。Q×f值的变化随着超晶格的出现而显著增加,并且Q×f值的增强与包含重构超晶格的结构中晶格振动非调和性非常小有关。典型地,在1250℃烧结4 h时,x=0.2样品的介电损耗为er=16.1, Q×f=128,600 GHz (f=9.2 GHz), τf=-30.4 ppm/℃;x=0.9样品的介电损耗为er=20.4, Q×f=90,300 GHz (f=7.9 GHz), τf=2.9 ppm/℃。
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引用次数: 3
Technology of Obtaining Water-Soluble Surface-Active Substances by the Method of Phenol Sulfomethylation 苯酚硫甲基化法制备水溶性表面活性物质的工艺研究
Pub Date : 2020-08-31 DOI: 10.15587/1729-4061.2020.210718
N. Sokolenko, Yevgeniy Popov, Kateryna Fastovetska
The object of this study is a technology of the new surface-active substances (SAS) based on sulfomethylated phenol. The study's aim was to improve the technology by a catalytic method, implying the development of industrial schemes for the synthesis processes. During phenol sulfomethylation, the active conversion of monomers into polymeric substances starts only at a temperature of 110‒120 °C; the surface-active substances with an optimal polymeric composition were obtained only at a temperature of 130 °C. In the reaction of phenol sulfomethylation in a water environment at a temperature below 90 °C, obtaining SAS with the required properties takes more than 9 hours. The significant disadvantages of this technique are the relatively low yield of the target product and a significant amount of free phenol in the finished product (over 15 percent). It is known that a more powerful and less risky technique to accelerate the reaction than rising the temperature is catalysis. This study investigated the reaction of phenol sulfomethylation under conditions of interphase catalysis. This has made it possible to improve the main technological parameters: the reaction temperature was reduced from 130 °C to 90 °C, the process duration was shortened to 3 hours, to process was conducted at atmospheric pressure. The catalyst used was a cation-active SAS: cetyltrimethylammonium bromide. This makes it possible to simplify the technological scheme of obtaining SAS, that is, to use less energy-intensive and cheap reactors. A benefit of the proposed technology is the low-waste, single-stage production, and the use of available raw materials: phenol, formaldehyde, and sodium sulfite. During the study, the products were obtained that are similar, in terms of the surface-active properties, to the NF Dispersant, which is widely used in the industry. This makes it possible to expand the range of multifunctional surface-active substances with better bio destruction than products based on naphthalene and lignin. According to the results of studying the samples obtained, the scope of their application has been proposed. The resulting products have been tested, with positive results, as the anion-active SAS, used as dispersants in the production of organic dyes, as aligners when dyeing textiles, and as plasticizing additives for concrete mixtures
本研究的对象是一种基于硫甲基化苯酚的新型表面活性物质(SAS)技术。该研究的目的是通过催化方法改进技术,这意味着合成过程的工业方案的发展。在苯酚磺甲基化过程中,单体向聚合物质的活性转化仅在110-120℃的温度下开始;只有在130℃的温度下才能获得具有最佳聚合物组成的表面活性物质。在温度低于90℃的水环境中进行苯酚磺甲基化反应,获得符合要求性能的SAS需要9小时以上。该技术的显著缺点是目标产品的产率相对较低,成品中游离苯酚的含量很高(超过15%)。众所周知,一种比提高温度更有效、风险更小的加速反应的技术是催化。研究了相间催化条件下苯酚硫甲基化反应。这使得改进主要工艺参数成为可能:反应温度从130℃降低到90℃,反应时间缩短到3小时,在常压下进行。催化剂为阳离子活性SAS:十六烷基三甲基溴化铵。这使得简化获得SAS的技术方案成为可能,也就是说,使用较少的能源密集型和廉价的反应堆。该技术的一个优点是低废物,单阶段生产,并使用可用的原材料:苯酚,甲醛和亚硫酸钠。在研究过程中,获得的产品在表面活性性能方面与工业上广泛使用的NF分散剂相似。这使得扩大多功能表面活性物质的范围成为可能,其生物破坏性优于基于萘和木质素的产品。根据所得样品的研究结果,提出了它们的应用范围。所产生的产品已经过测试,并取得了积极的结果,作为阴离子活性SAS,在生产有机染料时用作分散剂,在染色纺织品时用作校准剂,以及在混凝土混合物中用作增塑剂
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引用次数: 0
Mathematical Description of Asynchronous Motors 异步电动机的数学描述
Pub Date : 2020-04-15 DOI: 10.2139/ssrn.3593185
U. Mirzaev, E. Abdullaev
In this article, the mathematical representation of the dependence of the change of the main parameters of asynchronous machines on its various modes of operation is applied. The article analyzes the load and load-free operation of asynchronous machines.
本文应用异步电机主要参数变化随其各种运行方式变化关系的数学表示。本文分析了异步电机的有载运行和无载运行。
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引用次数: 2
A Comprehensive Study of Simultaneous Placement of DG and DSTATCOM for Multi-Objective Optimization using Jaya Algorithm 基于Jaya算法的多目标优化中DG和DSTATCOM同时放置的综合研究
Pub Date : 2019-12-14 DOI: 10.2139/ssrn.3503776
S. Nath, S. Chatterjee, Sayantan Mandal, Dipanwita Chatterjee
Power system is undergoing a paradigm shift and new technologies are being adopted on a continuous basis to improve the operational efficiency. To cope with the increasing load demand several techniques have been manifested and amidst these Distributed Generators (DG) have outshined every other technique and brought a noteworthy change in the modern power system. The location and size of the DGs have a remarkable affect on power loss. In order to serve the forecasted peak load, DGs present themselves as one of the best alternative solutions to procrastinate the transmission and distribution expansion. This research work proposes an optimization model using parameter independent Jaya algorithm to determine optimal DG size and sites that would minimize the active and reactive power looses along with enhanced systems voltage profile ensuring. Performance of type-1 and type-3 DGs along with DSTATCOM is studied to achieve the objective.
电力系统正在经历范式转变,不断采用新技术以提高运行效率。为了应对日益增长的负荷需求,分布式发电技术已经显现出来,其中分布式发电技术的应用已经超越了其他技术,给现代电力系统带来了显著的变化。dg的位置和大小对功率损耗有显著影响。为了服务于预测的峰值负荷,分布式电网是延缓输配电扩容的最佳替代方案之一。这项研究工作提出了一个优化模型,使用参数独立的Jaya算法来确定最佳DG大小和位置,以最大限度地减少有功和无功功率损失,同时增强系统电压分布确保。为了实现这一目标,研究了1型和3型dg以及DSTATCOM的性能。
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引用次数: 0
Design and Analysis of Fluid Flow and Heat Transfer in a Crossflow Radiator as Changing the Fin and Tube Material 改变翅片和管材时横流散热器内流体流动和传热的设计与分析
Pub Date : 2019-05-17 DOI: 10.2139/ssrn.3511928
C. Gopinath, Dr. L. Poovazhagan
The main purpose of this project is to identify the suitable radiator material for various working environments (such as coastal environment and desert-like high temperature environments) and applications. Hence in this project, the existing radiator is analyzed by changing its tube and fin material for evaluating the fluid flow and heat transfer characteristics. The materials chosen for analysis are Aluminium (Al), Al-Si-Mg alloy and Graphite flakes-metal alloy. Initially the required radiator model for analysis is designed and modelled using CREO Parametric 2.0. The overall pressure, temperature and mass flow rate distribution of the coolant and air in and around the tube-fin arrangement is evaluated using fluid flow (CFX) and steady state analysis systems of CFD. Stress Distribution over the radiator is evaluated using static structural analysis system of CFD. The fluid flow simulation is conducted using commercial software ANSYS. The heat transfer rate, heat flux and the pressure and temperature distribution along the tube length and tube width are presented and analyzed. The results obtained serve as good database for the future investigations.
本项目的主要目的是确定适合各种工作环境(如沿海环境和沙漠高温环境)和应用的散热器材料。因此,在本项目中,对现有散热器进行分析,通过改变散热器的管片材料来评估其流体流动和传热特性。分析选用的材料有铝(Al)、铝硅镁合金和石墨片金属合金。首先设计了分析所需的散热器模型,并使用CREO Parametric 2.0进行建模。利用CFD的流体流动(CFX)和稳态分析系统,对管-翅片布置内及周围冷却剂和空气的总压力、温度和质量流量分布进行了评估。采用CFD静力结构分析系统对散热器的应力分布进行了计算。利用商业软件ANSYS进行流体流动模拟。给出并分析了传热速率、热流密度以及沿管长和管宽的压力和温度分布。所得结果为今后的研究提供了良好的数据库。
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引用次数: 1
Spontaneous Martensite Detwinning in Ni-Mn-Ga Single Crystal Ni-Mn-Ga单晶中的自发马氏体孪晶
Pub Date : 1900-01-01 DOI: 10.2139/ssrn.3826732
Guoshun Qin, Chengguan Zhang, Shaobin Zhang, Xue Chen, Yongjun He
It is well known that the transformation between cubic Austenite phase and tetragonal Martensite phase of Ni-Mn-Ga single crystal Shape Memory Alloy can be controlled by thermo-magneto-mechanical fields. Particularly, the directional driving forces (magnetic fields and mechanical forces) can also trigger Martensite detwinning or Martensite variant reorientation due to the anisotropy of the tetragonal Martensite variant. By contrast, the temperature (a scalar quantity) was not expected to trigger Martensite detwinning. However, our experiments show that the cooling-induced Austenite → Martensite transformation is via two steps: Austenite → twin (consisting of two different Martensite variants), and twin → single-Martensite-variant via a detwinning process. The result implies that the material can switch between the Austenite phase and a single Martensite variant with a large cyclic macroscopic deformation in the simple heating-cooling cycle (a pure thermal loading without external stress or magnetic field), so-called stress-free “Two-Way Memory”.
众所周知,Ni-Mn-Ga单晶形状记忆合金的立方奥氏体相向四方马氏体相的转变可以通过热磁力场来控制。特别是,由于四方马氏体变体的各向异性,定向驱动力(磁场和机械力)也可以触发马氏体失孪或马氏体变体重定向。相反,温度(一个标量)并不会触发马氏体的孪晶。然而,我们的实验表明,冷却诱导的奥氏体→马氏体转变经过两个步骤:奥氏体→孪晶(由两种不同的马氏体变体组成),孪晶→单马氏体变体通过失孪过程。结果表明,该材料可以在简单的加热-冷却循环(无外部应力或磁场的纯热加载)中在奥氏体相和单一马氏体变体之间切换,具有较大的循环宏观变形,即所谓的无应力“双向记忆”。
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引用次数: 0
Transformation Mechanism of Temperature-Induced Martensite in Ti-Ni Shape-Memory Alloys by In-Situ XRD Ti-Ni形状记忆合金中温度诱导马氏体转变机理的原位XRD研究
Pub Date : 1900-01-01 DOI: 10.2139/ssrn.3427516
Y. Wang, J. J. Wang, Z. W. Wang, C. Z. Liu, Shengheng Nong, X. M. Liu
In the past few years, researchers have studied the transformation mechanisms of temperature-induced thermoelastic martensitic in Ti-Ni shape-memory alloy in an energy perspective ignoring some energy boundaries problems. In order to avoid these errors, this study provides a new way to analyze the transformation mechanism from the interatomic stress point of view based on in-situ X-ray diffraction and the rigid body model. The result shows that the shear transformation is induced by the aggregation of lattice distortion stress during cooling. It provides the possibility for Ti-Ni shape-memory alloys to get more accurate control during martensite transformation in engineering.
在过去的几年里,研究者们从能量的角度研究了Ti-Ni形状记忆合金中温度诱导的热弹性马氏体的转变机制,忽略了一些能量边界问题。为了避免这些误差,本研究提供了一种基于原位x射线衍射和刚体模型的从原子间应力角度分析相变机理的新方法。结果表明,剪切转变是由冷却过程中晶格畸变应力的聚集引起的。这为Ti-Ni形状记忆合金在马氏体相变过程中获得更精确的控制提供了可能。
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引用次数: 0
期刊
EnergyRN: Electrochemical Energy Engineering (EnergyRN) (Topic)
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