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Parametric Optimization of ZrB2–SiC Composites Sintered Through Microwave Sintering Using Grey Relational Taguchi 微波烧结ZrB2-SiC复合材料参数的灰色关联田口优化
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2598
Ankur Sharma, D. Karunakar
Zirconium Diboride (ZrB2) is known as an ultra-high temperature ceramic with applications in various industries like refractory and foundry industries. In conjunction with Silicon Carbide (SiC), ZrB2 ceramic finds extensive applications in the nose caps and leading edges of atmospheric re-entry vehicles and rocket propulsion. The primary objective is to optimize the output responses viz., Vickers micro hardness, relative density, compressive strength of ZrB2-30 vol.% SiC composites developed through microwave sintering. The three control factors viz., sintering temperature, heating rate and holding time are chosen as input process parameters for microwave sintering. Taguchi’s L9 orthogonal array is used to obtain experimental runs. The Grey Relational Taguchi provides the optimal process parameters by binding the multiple responses (relative density, vickers micro-hardness, and compressive strength) into single comprehensive response [i.e., Grey Relational Grade (GRG)]. The results confirm that the optimal parameters attained using Grey Relational Taguchi maximize the performance characteristics of the microwave sintering process.
二硼化锆(ZrB2)是一种超高温陶瓷,在耐火材料和铸造工业等各个行业都有应用。与碳化硅(SiC)相结合,ZrB2陶瓷在大气再入飞行器和火箭推进装置的鼻盖和前缘中得到了广泛的应用。主要目的是优化微波烧结制备的ZrB2-30 vol.% SiC复合材料的输出响应,即维氏显微硬度、相对密度和抗压强度。选择烧结温度、升温速度和保温时间三个控制因素作为微波烧结的输入工艺参数。采用田口L9正交阵列进行了实验运行。灰色关联田口通过将多个响应(相对密度、维氏显微硬度和抗压强度)绑定为单个综合响应[即灰色关联等级(GRG)]来提供最佳工艺参数。结果表明,采用灰关联田口法得到的最佳参数能最大限度地提高微波烧结工艺的性能特征。
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引用次数: 0
Assessment and Recurrence of Kidney Stones Through Optimized Machine Learning Tree Classifiers Using Dietary Water Quality Parameters and Patient’s History 利用膳食水质参数和患者病史,通过优化机器学习树分类器评估和复发肾结石
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2681
B. Kavitha, P. Parthiban, M. Goel, K. Ravikumar, Ashutosh Das, J. Sudarsan, S. Nithiyanantham
Kidney stone disease is a result of combination of food items consuming, drinking water quality and genetic heritability, which has been observed to be more prone (both occurrence and recurrence) to certain geographic regimes as Thanjavur suburbs of Tamil Nadu in southern India. The research carried out involves collection of medical information of Kidneystone patients of the study area and survey of their dietary habits including drinking water quality (through laboratory study), selection of suitable classifier to model the Kidney stone recurrence with the most contributing of 22 parameters (with due model evaluation). Weka (3.8.1) machine learning framework was used for the study, for evaluating the model accuracy of 66 classifiers, resulting 22 classifiers with accuracy higher than ZeroR, which was considered to be the benchmark. Based on this study, C-4.5 classifier (called J48 in Weka) was found to be most robust classifier, based on accuracy, precision, Recall, F-Measure, MCC, ROC Area and PRC Area. The selected classifiers were again evaluated based on domain conformance (namely, literature, logic and consistency) to obtain four validated classifiers, thereby providing seven parameters and their threshold value for kidney stone recurrence, namely, family history (Yes), Sulphate (>17ppm), potassium (>74 ppm), nitrate (>1.2 ppm), salinity (>120 ppm), conductivity (<=289 ppm) and water consumption (moderate).
肾结石疾病是食品消费、饮用水质量和遗传因素综合作用的结果,据观察,在印度南部泰米尔纳德邦的Thanjavur郊区等某些地理区域,肾结石疾病更容易发生(发生和复发)。开展的研究包括收集研究区域肾结石患者的医疗信息,调查其饮食习惯包括饮用水质量(通过实验室研究),选择合适的分类器对22个参数中贡献最大的肾结石复发进行建模(并进行适当的模型评估)。本研究采用Weka(3.8.1)机器学习框架,对66个分类器的模型准确率进行评估,得到22个准确率高于ZeroR的分类器作为基准。基于本研究,基于准确率、精密度、召回率、F-Measure、MCC、ROC面积和PRC面积,发现C-4.5分类器(Weka中称为J48)是最稳健的分类器。根据领域一致性(即文献、逻辑和一致性)对所选分类器再次进行评估,以获得4个经过验证的分类器,从而提供7个参数及其肾结石复发的阈值,即家族史(Yes)、硫酸盐(>17ppm)、钾(>74 ppm)、硝酸盐(>1.2 ppm)、盐度(> 120ppm)、电导率(<=289 ppm)和用水量(中等)。
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引用次数: 1
Calculation of Linear Attenuation Coefficients of Algerian Silica Sand (ASS) 阿尔及利亚硅砂线性衰减系数的计算
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2706
I. Akkurt, Sabiha Anas Boussaa, K. Gunoglu
Radiation is an important phoneme and thus radiation shielding is one of the most popular subjects for researchers. Sand is the main materials to produce besides many things also construction materials. It may also be used as a decorative material and therefore it is important to know its radiation shielding parameters. In this study, linear attenuation coefficients of Algerian Silica Sand (ASS) were calculated using computer code of XCOM for 1 keV—100 GeV gamma energies.
辐射是一个重要的音素,因此辐射屏蔽是目前研究的热点之一。砂是生产的主要材料,除了很多东西,也是建筑材料。它也可以用作装饰材料,因此了解其辐射屏蔽参数是很重要的。本文利用XCOM计算机代码计算了阿尔及利亚硅砂(ASS)在1 kv - 100 GeV γ能量下的线性衰减系数。
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引用次数: 0
Effect of Intercritical Rolling on Microstructure, Mechanical and Corrosion Properties of the Dual Phase X70 American Petroleum Institute Pipeline Steel 临界间轧制对双相X70管道钢组织、力学和腐蚀性能的影响
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2680
Hocine Tassi, S. Zidelmel, O. Allaoui
The effect of intercritical annealing heat treatment on mechanical and corrosion properties of fer-rite/martensite dual-phase steels with and without deformation by rolling has been investigated in this study. The X70 steel was rolled at intercritical temperatures (760 and 800 °C) with 30% amount of reductions followed by water quenching in order to produce dual-phase microstructure. The experimental results show that microstructures, mechanical and corrosion properties and were strongly affected by intercritical rolling conditions. It is established that the intercritical rolling provides a fibrous structure, and improves the mechanical and corrosion properties of X70 dual phase steel. It was found that after intercritical rolling (DQR), grain refinement and hardness improved significantly compared to intercritical heat-treated steel without rolling (DQ). A carefully conducted comparison of resistance corrosion of the representative specimens obtained after (DQ) and (DQR) treatments has been studied. (DQR) treatment shows better corrosion resistance than (DQ) treatment. The microstructure, mechanical and corrosion properties of the rolled X70 dual phase steel were investigated by optical microscopy, scanning electron microscopy, hardness tests and electrochemical measurements.
本文研究了临界间退火热处理对铁素体/马氏体双相钢的力学性能和腐蚀性能的影响。在760°C和800°C的临界温度下轧制X70钢,并进行30%的还原,然后进行水淬,以获得双相组织。实验结果表明,临界间轧制条件对合金的组织、力学性能和腐蚀性能有较大影响。结果表明,临界间轧制使X70双相钢形成纤维组织,提高了其力学性能和耐蚀性能。结果表明,经临界间轧制(DQR)后,钢的晶粒细化和硬度较经临界间热处理(DQ)后有显著提高。对(DQ)和(DQR)处理后获得的代表性试样的耐腐蚀性能进行了仔细的比较研究。(DQR)处理的耐蚀性优于(DQ)处理。采用金相显微镜、扫描电镜、硬度测试和电化学测试等方法研究了轧制后X70双相钢的显微组织、力学性能和腐蚀性能。
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引用次数: 0
Study of Ultimate Tensile Strength of Borosilicate Reinforced Metal Matrix Composite 硼硅酸盐增强金属基复合材料极限抗拉强度研究
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2708
A. Biswas, Abhijit Bhowmik, D. Dey, Akshar S. Vasekar
Application of composite materials are increasing remarkably because of its much advantage compared to base matrix alloys properties like reduced weight, increasing strength, increasing wear resistance capacity etc. Reinforcement particles play a very important role for preparing metal matrix composite and ultimately improve its properties. In the present experiment, Al6063 designated aluminium alloy is used as matrix material and borosilicate glass powder is used as reinforcement. Specimens are prepared by stir casting method. Borosilicate glass is collected from scientific laboratory scrap to support disposal as well as recycle of the waste glass materials. In order to reduce the experimental run, the design of experiment is incorporated as per Taguchi’s L9 orthogonal array. It is observed that glass reinforcement in Al6063 aluminium alloy is compatible to form metal matrix composite. Secondly, ultimate tensile strength of the composite increases in selected combination of grain size and weight ratio of the borosilicate glass powder to the metal matrix.
与基基合金相比,复合材料具有减轻重量、提高强度、提高耐磨性等诸多优点,其应用日益广泛。增强颗粒在制备金属基复合材料并最终改善其性能方面起着非常重要的作用。本实验采用Al6063指定铝合金作为基体材料,硼硅酸盐玻璃粉作为增强材料。采用搅拌铸造法制备试样。硼硅酸盐玻璃是从科学实验室废料中收集的,以支持废弃玻璃材料的处理和回收。为了减少实验运行,实验设计采用田口L9正交阵。结果表明,Al6063铝合金中的玻璃增强与金属基复合材料的形成是相容的。其次,选择硼硅玻璃粉末与金属基体的粒度和重量比组合,可以提高复合材料的极限抗拉强度。
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引用次数: 0
On the Thrust Generation from an Elliptic Airfoil in Plunging and Translating Motion at Low Reynolds Numbers 椭圆翼型低雷诺数俯冲平动时推力的产生
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2711
S. Anwer, Syed Mohammed Yahya, Mohammad Athar Khan, Saif Masood
In this paper, numerical simulation elliptic airfoil model, which mimics the biological locomotion, is studied. Elliptic airfoil undergoes a combined plunging and translating at low Reynolds number is simulated by using body fitted coordinate system. The moving mesh in the physical domain is mapped to a regular fixed mesh in the computational domain through a time dependent transformation between the physical and computational co-ordinates. The governing equations of laminar incompressible flow are transformed in the computational plane by incorporating the time dependent transformation, which naturally accounts for the mesh velocities. The transformed equations are discretized on the structured, collocated, o-type elliptic grid using the finite difference methodology. The unsteady equations are marched in time by using a semi-implicit pressure correction (projection) scheme. Along with the time marching of the governing equations, utilizing the mesh velocities and the forward Eulertime integration also moves the mesh points. The effect of Reynolds number (Re) is investigated on the flapping flight propulsion is investigated. It is found that there exists a critical Reynolds number (Rec) for every frequency after which there exists a thrust force. The effect of Rec is related to transformation of neutral wake to thrust generating wake. It is also found that the optimal frequency corresponds to a reduced frequency parameter of 0.7 where a lock in exists. It is also found that this Stc is independent of Re and the mode of vortex shedding is same at Re = 100 and 200 for Stc = 0.7. Further, it is shown that the mode of vortex shedding present is always helpful in thrust generation.
本文对模拟生物运动的椭圆翼型模型进行了数值模拟研究。采用体拟合坐标系,对椭圆型翼型在低雷诺数下的俯冲与平移组合进行了数值模拟。通过物理坐标和计算坐标之间的时间相关变换,将物理域中的运动网格映射到计算域中的规则固定网格。层流不可压缩流的控制方程在计算平面上进行了时变变换,自然地解释了网格速度。用有限差分方法将变换后的方程离散到结构配位的o型椭圆网格上。采用半隐式压力校正(投影)格式对非定常方程进行时间步进。随着控制方程的时间推进,利用网格速度和正演Eulertime积分对网格点进行移动。研究了雷诺数(Re)对扑翼飞行推进力的影响。结果表明,每一频率都存在一个临界雷诺数(Rec),超过该临界雷诺数就存在推力。Rec的作用与中性尾流向推力尾流的转化有关。还发现,在存在锁的情况下,最优频率对应于降低的频率参数0.7。还发现,Stc与Re无关,当Stc = 0.7时,Re = 100和200时的涡脱落模式相同。此外,还表明涡旋脱落的模式对推力的产生总是有利的。
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引用次数: 0
Torque-Angle Relationship for a 2D RRR-Type Serial Link Manipulator 二维rrr型串行连杆机械手的转角关系
Pub Date : 2020-10-01 DOI: 10.1166/ASEM.2020.2584
Anil Kumar Gillawat, H. Nagarsheth
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引用次数: 0
Effect of Temperature on DNA/RNA-Cadmium Oxide (CdO) Complex Nanoparticles Produced by Synchrotronic Laser Ablation Method in the Cancer Cells 温度对同步激光烧蚀法制备肿瘤细胞内DNA/ rna -氧化镉复合纳米颗粒的影响
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2685
A. Heidari
In this work, the effect of temperature of the ablation environment on the properties of Cadmium Oxide (CdO) nanoparticles produced by synchrotronic laser ablation method is investigated. To produce nanoparticles, Nd:YAG synchrotronic laser pulse with 1121 (nm) wavelength is used to emit Cadmium in the cancer cells. All test parameters were kept constant and cancer cells temperature was changed to produce samples at 20 and 65 °C. Then, ATR-FTIR, XRD, TEM and UV-Visible spectroscopy analyses were performed to investigate their properties. The results show that the size of nanoparticles is increased by increase in temperature of ablation environment. On the other hand, in the current experimental research, DNA/RNA-Cadmium Oxide (CdO) complex is created at the size of Nano. In this regard, same volume of DNA/RNA and Cadmium Oxide (CdO) solutions were mixed together and emitted by the second harmonic synchrotronic laser pulse of Nd:YAG with wavelength of 777 (nm). The DNA/RNA and Cadmium Oxide (CdO) solutions have been produced, separately, using synchrotronic laser ablation process. To produce them, synchrotronic laser pulse of Nd:YAG with wavelength of 1121 (nm) and pulse width of 7 (ns) and repeating frequency of 5 (Hz) was used. The results show that synchrotronic laser emission with wavelength of 777 (nm) is an appropriate method for producing DNA/RNA compounds in the size of Nano.
本文研究了烧蚀环境温度对同步激光烧蚀法制备的氧化镉纳米颗粒性能的影响。为了制备纳米颗粒,采用波长为1121 nm的Nd:YAG同步激光脉冲向癌细胞内发射镉。保持所有测试参数不变,改变癌细胞温度,在20℃和65℃下生产样品。然后通过ATR-FTIR、XRD、TEM和uv -可见光谱分析对其性能进行表征。结果表明:随着烧蚀环境温度的升高,纳米颗粒的尺寸增大;另一方面,在目前的实验研究中,DNA/ rna -氧化镉(CdO)复合物以纳米级的尺寸被制造出来。为此,将相同体积的DNA/RNA和氧化镉(CdO)溶液混合在一起,用波长为777 (nm)的Nd:YAG二次谐波同步激光脉冲发射。采用同步激光烧蚀工艺分别制备了DNA/RNA溶液和氧化镉溶液。采用波长为1121 (nm)、脉宽为7 (ns)、重复频率为5 (Hz)的Nd:YAG同步激光脉冲制备。结果表明,波长为777 (nm)的同步激光发射是制备纳米级DNA/RNA化合物的合适方法。
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引用次数: 10
Optimization of Process Parameters in Drilling of Al6063 Reinforced with Magnesium Oxide Nano Particles 纳米氧化镁增强Al6063的钻孔工艺参数优化
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2583
Subbarama Kousik Suraparaju, P. V. Reddy, P. Ramaiah, K. D. Reddy, S. Natarajan
Aluminum Nano Metal Matrix Composites are extensively utilized for high-performance operations such as branches of engineering and medicine due to their enhanced physical and mechanical properties compared to traditional metals and metal alloys. In this research, Al6063 alloy was reinforced with 15 nm sized Magnesium Oxide particles in different weight percentages. The development of Nano Metal Matrix Composites (NMMC) was completed through stir casting method at 750 °C temperature. The fabricated Nanocomposites were examined for the mechanical properties and impact of drilling parameters on chips and burr formation. The input parameters adopted for analysis were speed, feed, and material of the drill tool. The drill tools made of HSS & TiN coated HSS were utilized in the drilling of NMMC. The influence of process parameters on chips and burr formation were analyzed and optimized the process parameters for better output intended for this experimental environment through the Artificial Immune Algorithm technique.
由于与传统金属和金属合金相比,铝纳米金属基复合材料具有增强的物理和机械性能,因此广泛用于高性能操作,如工程和医学分支。在本研究中,以不同重量百分比的15 nm大小的氧化镁颗粒增强Al6063合金。采用搅拌浇铸法制备了纳米金属基复合材料(NMMC)。研究了制备的纳米复合材料的力学性能以及钻井参数对切屑和毛刺形成的影响。用于分析的输入参数为钻具的速度、进给和材料。将高速钢和镀锡高速钢制成的钻具用于NMMC的钻孔。分析了工艺参数对切屑和毛刺形成的影响,并通过人工免疫算法技术优化了该实验环境下的工艺参数,以达到更好的输出效果。
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引用次数: 1
Study of Physical Properties of Cadmium Oxide (CdO) and CdO/DNA/RNA Nanostructures Thin Layers Produced by Spray Pyrolysis Technique for Manufacturing Cadmium Oxide (CdO) Nanoparticles and Evaluation of the Effect of DNA/RNA Doping on Their Optical Characteristics 喷雾热解法制备氧化镉(CdO)及CdO/DNA/RNA纳米结构的物理性质研究及DNA/RNA掺杂对其光学特性的影响
Pub Date : 2020-10-01 DOI: 10.1166/asem.2020.2686
A. Heidari
In the current research, Cadmium Oxide (CdO) nanoparticles are produced by ultrasonic waves and the effect of nucleic acids (DNA/RNA) doping on their optical and structural characteristics are investigated. X-ray Diffraction (XRD) analysis confirms extension of peaks and formation of Cadmium Oxide (CdO) nanoparticles. Absorption spectra for the produced samples are shown that addition of DNA/RNA affects the spectrum and absorption edge shifts towards blue region which is due to reduction of nanoparticle size and it confirms by SEM images. In addition, SEM images show the formation of approximately single size ellipsoidal nanostructures for pure Cadmium Oxide (CdO). However, the size, form and distribution of nanoparticles are varied after doping. On the other hand, in the current paper, Cadmium Oxide (CdO) and DNA/RNA/Cadmium Oxide (CdO) nanostructures thin layers are produced using spray pyrolysis technique over a glassy substrate. Annealing of CdO thin layer for half an hour in the air leads to improvement of crystalline structure. Optical characteristics and crystalline structure of samples are studied through X-ray Diffraction (XRD) and UV-Visible spectroscopy. The results of the current study were shown that CdO thin layers are of hexagonal structure. Further, optical gaff of CdO/DNA/RNA/glass thin layer is increased compared to CdO/glass layer.
本研究利用超声波制备氧化镉纳米粒子,并研究了核酸(DNA/RNA)掺杂对其光学和结构特性的影响。x射线衍射(XRD)分析证实了氧化镉(CdO)纳米粒子的峰延伸和形成。制备样品的吸收光谱表明,DNA/RNA的加入影响了光谱,吸收边缘向蓝色区域移动,这是由于纳米颗粒尺寸的减小,并且通过SEM图像证实了这一点。此外,扫描电镜图像显示,纯氧化镉(CdO)形成了近似单一尺寸的椭球状纳米结构。然而,掺杂后纳米颗粒的大小、形态和分布都发生了变化。另一方面,在本论文中,使用喷雾热解技术在玻璃基板上制备了氧化镉(CdO)和DNA/RNA/氧化镉(CdO)纳米结构薄层。将CdO薄层在空气中退火半小时后,其晶体结构得到改善。通过x射线衍射(XRD)和紫外可见光谱研究了样品的光学特性和晶体结构。研究结果表明,CdO薄层呈六边形结构。此外,与CdO/玻璃薄层相比,CdO/DNA/RNA/玻璃薄层的光学斜桁增加。
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引用次数: 11
期刊
Advanced Science, Engineering and Medicine
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