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2019 International Conference on Applied and Engineering Mathematics (ICAEM)最新文献

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Fractional Order Bergman's Minimal Model-A Better Representation of Blood Glucose-Insulin System 分数阶Bergman最小模型-血糖-胰岛素系统的更好表征
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853741
Muhammad Waleed Khan, M. Abid, Abdul Qayyum Khan
In this paper, the blood glucose-insulin system in the human body is discussed. Different mathematical models representing this system are presented. MATLAB is used for solution and simulation of each of these models. On the basis of credible experimental data, comparison of these models is done. The results show that the system of glucose-insulin is better described by nonlinear Bergman's model than the linear model. Furthermore, utilizing fractional calculus, integer order nonlinear Bergman's model is modified to fractional order model. It is shown through simulations and comparison of data that the modified fractional order nonlinear Bergman's minimal model gives better representation compared to the integer order nonlinear model.
本文对人体血糖-胰岛素系统进行了讨论。给出了表示该系统的不同数学模型。利用MATLAB对这些模型进行求解和仿真。在可靠的实验数据基础上,对这些模型进行了比较。结果表明,与线性模型相比,非线性伯格曼模型能更好地描述葡萄糖-胰岛素系统。利用分数阶微积分,将整数阶非线性Bergman模型修正为分数阶模型。仿真和数据对比表明,改进的分数阶非线性Bergman最小模型比整数阶非线性模型具有更好的表征效果。
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引用次数: 8
Analysis on the Propulsion of Ionic Wind During Corona Discharge in Various Electrode Configuration with High Voltage Sources 高压源不同电极结构电晕放电时离子风推进特性分析
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853661
Aqib Mehmood, Hassan Jamal
Corona Discharge (CD) in high tension wires is often considered as loss in the form of power loss, insulation failure and audible noise. The present study aims at showing the ability of CD to be used as Ionic Thruster (IT) in an electrode combination. Individual experiments were conducted on each set of electrodes (plate to plate, sphere to sphere, wire to plate & sphere to plate) with three distinct High Voltage (HV) sources (Neon Sign Transformer (NST), Cockcroft Walton Multiplier (CWM) and fly back transformer) to analyze and compare their effect on the ionic wind propulsion. After comparing the developed mathematical models for electric field and mechanical characteristics of 12 combinations of electrodes with HV sources, it highlight that the best geometrical configuration is the wire to plate Dielectric Barrier Discharge (DBD). It allows to induce ionic wind jet with max velocity of 3.75 m/s with potential radius of 176 mm. This article had also fruitful results for future research and development in the field of ionic propulsion, medical treatment of asthma patients and cooling methods for electronic devices.
高压电线中的电晕放电通常被认为是一种损耗,主要表现为功率损耗、绝缘失效和可听噪声。本研究旨在展示CD在电极组合中用作离子推力器(IT)的能力。在每组电极(板对板,球对球,线对板和球对板)上进行单独实验,并使用三种不同的高压(HV)源(霓虹灯变压器(NST), Cockcroft Walton倍增器(CWM)和飞回变压器)来分析和比较它们对离子风推进的影响。通过对已建立的12种高压源电极组合的电场和力学特性数学模型的比较,强调了最佳的几何构型是线-板介质阻挡放电(DBD)。它允许诱导最大速度为3.75 m/s,势半径为176 mm的离子风射流。本文对离子推进、哮喘患者的医疗、电子器件的冷却方法等领域的未来研究和发展也有丰硕的成果。
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引用次数: 5
Performance of Internal Heat generation on Viscoelastic Nanofluidic Flow past a Heated Variable Riga-Plate 粘弹性纳米流体通过加热的可变Riga-Plate时的内热生成性能
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853745
B. Ahmad, Z. Iqbal, K. M. Abbasi
This flow configuration spotlights to study viscoelastic nanofluidic flow over a vertical Riga plate influenced by mass flux condition. Constitutive laws of motion and energy is employed to formulate the problem. The physical model governs the nonlinear PDE's with suitable boundary conditions. In order to aid computation process, the nonlinear partial differential equations are converted into the system of ordinary differential equations with the help of appropriate group of scaling transformation. Shooting technique is used to get the numerical solution of the dimensionless problem. Velocity, temperature and concentration distribution is explored for various parametric situations. The influences of main parameters are emphasized via graphically.
该流态聚焦于研究受质量通量条件影响的垂直Riga板上的粘弹性纳米流体流动。用运动和能量的本构定律来表述这个问题。物理模型在适当的边界条件下控制非线性偏微分方程。为了方便计算,利用适当的尺度变换组将非线性偏微分方程转化为常微分方程组。采用射击技术对无量纲问题进行数值求解。探讨了不同参数情况下的速度、温度和浓度分布。通过图形强调了主要参数的影响。
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引用次数: 0
A Robust Method to Locate License Plates under Diverse Conditions 一种鲁棒的车牌定位方法
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853773
Sheryar Mehmood Awan, S. Khattak, Gul Zameen Khan, Z. Mahmood
Automatic License Plate Detection (ALPD) is a crucial step, which significantly affects the recognition rate and speed of the Intelligent Transport System (ITS). This paper presents a robust license plate detection method using an intelligent combination of Faster R-CNN and image processing operations. In the proposed method, initially, a vehicle is detected in the input colored RGB images using the Faster R-CNN. Next, the image with detected vehicle is fed to our developed License Plate Localization Module (LPLM) to search the possible existence of the license plate. The LPLM converts the detected vehicle image from RGB to the HSV domain and applies color segmentation along with morphological operations, and finally uses the dimensions analysis to locate the license plate. Simulations on the challenging PKU dataset reveal that the proposed technique outperforms recent state-of-the-art methods in terms of detection accuracy, precision, recall, and execution time.
车牌自动检测(ALPD)是影响智能交通系统识别率和速度的关键环节。本文提出了一种基于更快R-CNN和图像处理操作的鲁棒车牌检测方法。在提出的方法中,首先,使用Faster R-CNN在输入的彩色RGB图像中检测车辆。然后,将检测到的车辆图像输入到我们开发的车牌定位模块(LPLM)中,以搜索可能存在的车牌。LPLM将检测到的车辆图像从RGB域转换到HSV域,并结合形态学操作进行颜色分割,最后利用尺寸分析进行车牌定位。在具有挑战性的PKU数据集上的模拟表明,所提出的技术在检测精度、精密度、召回率和执行时间方面优于当前最先进的方法。
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引用次数: 1
Design and Testing of Cooling Jacket using Peltier Plate 珀尔帖板冷却夹套的设计与试验
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853654
Muhammad Jahangir, M. Rehman, A. B. Awan, Raja Hamza Ali
With the increasing rate of air pollution in whole world, the duration of summer season is increasing day by day and with the passage of time the daytime temperature is also increasing. Now it is becoming very difficult to work under the sunlight in hot summer days therefore, we proposed an idea of a cooling jacket which consists of peltier plate along with heat sinks and small DC fans, whenever current passes through the Peltier plate it produces cooling and fan circulates the cold air inside the jacket. Solar strip is attached on the upper layer of jacket to power up the system and the peltier current control circuitry is controlled using lilypad arduino. The goal is achieved successfully, maintaining the inside temperature of jacket within the range of 25–30°C with outside temperature around 35–45°C.
随着全球空气污染的加剧,夏季的持续时间日益增加,随着时间的推移,白天的温度也在升高。现在,在炎热的夏天,在阳光下工作变得非常困难,因此,我们提出了一个由珀尔帖板、散热器和小型直流风扇组成的冷却夹克的想法,每当电流通过珀尔帖板时,它就会产生冷却,风扇使夹克内的冷空气循环。在外套的上层附加太阳能条为系统供电,并使用lilypad arduino控制peltier电流控制电路。目标成功实现,将夹套内部温度保持在25-30°C范围内,外部温度保持在35-45°C左右。
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引用次数: 4
Optical and Thermal Analysis of a Flat Plate Solar Collector Using Water and Alumina Nano Fluids 利用水和氧化铝纳米流体的平板太阳能集热器的光学和热分析
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853749
Muhammad Yasir Hussain, H. Ali, M. Aneeq, K. A. Sheikh, S. Rehman
Increasing energy demands along with the exhaustion of conventional fuel resources, pollution and global warming governed the use of renewable energy resources. Solar energy is very commonly used because of the ease of availability, sustainable properties and having very less impact on the environment. To convert solar energy into thermal energy, FPCs are extensively used due to compatibility with small and medium size applications but they are found to be less efficient. To increase solar collector's performance Nano fluids can be used. So, in this work, optical and thermal analysis of a FPC was done numerically, by using water and alumina nano fluids for the weather conditions of Taxila, Pakistan. It is observed that the use of Nano fluids in FPC improves the useful heat gain and efficiency as compared to water.
随着传统燃料资源的枯竭,能源需求的增加,污染和全球变暖制约着可再生能源的使用。由于易于获得、可持续发展和对环境影响很小,太阳能被广泛使用。为了将太阳能转化为热能,fpc由于兼容中小型应用而被广泛使用,但它们的效率较低。为了提高太阳能集热器的性能,可以使用纳米流体。因此,在这项工作中,通过使用水和氧化铝纳米流体对巴基斯坦塔克西拉的天气条件进行了FPC的光学和热数值分析。与水相比,纳米流体在FPC中的使用提高了有效热增益和效率。
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引用次数: 2
Unsupervised Machine Learning for Malicious Network Activities 恶意网络活动的无监督机器学习
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853788
A. Hassan, Shahzaib Tahir, Ahmed Iftikhar Baig
Increase in cybercrimes in the last few years has dramatically increased the need for the network intrusion detection and subsequently its mitigation. Several classified intrusion detection systems (IDS) are currently in use but increase in dynamics of the cyber invasion hunts for more adaptive and intelligent model. This research covers the critical analysis and comparison of the Machine Learning (ML) network intrusion detection techniques, their use cases and proposes an unsupervised and fast ML implementation model for intrusion detection. The proposed model works on anomaly-based detection. ELK stack (Elasticsearch, Logstash and Kibana) has been used for unsupervised implementation model for exodus DNS requests in a wired network
在过去几年中,网络犯罪的增加大大增加了对网络入侵检测和随后的缓解的需求。目前已有几种分类入侵检测系统(IDS)在使用,但越来越多的动态网络入侵搜索需要更具适应性和智能的模型。本研究涵盖了机器学习(ML)网络入侵检测技术及其用例的关键分析和比较,并提出了一种用于入侵检测的无监督和快速ML实现模型。该模型适用于基于异常的检测。ELK堆栈(Elasticsearch, Logstash和Kibana)已被用于有线网络中exodus DNS请求的无监督实现模型
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引用次数: 2
Projection-Based Model Order Reduction for Biochemical Systems 基于投影的生化系统模型降阶
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853743
A. Javed, M. I. Ahmad
Biochemical systems represent a process that involves different biological species linked by a network of chemical reactions. This particular paper focuses on modeling and analysis (computer simulation) of biochemical systems. The problem with mathematical models is, their complexity. Numerical simulation of such complex models is computationally expensive. Model order reduction can be utilized to tackle this issue of complexity by eliminating those parts of a reaction network that do not contribute up to the mark in our parameters of interest. In this paper, we are using an important projection based model reduction technique, called IRKA, for model reduction of biochemical systems. The results of IRKA are compared with lumping, which is a common reduction technique for chemical reactions. It is observed that the approximation error through IRKA is much less as compared to the lumping technique.
生物化学系统是指通过化学反应网络将不同的生物物种联系在一起的过程。这篇特别的论文侧重于生化系统的建模和分析(计算机模拟)。数学模型的问题在于它们的复杂性。这种复杂模型的数值模拟计算成本很高。通过消除反应网络中不符合我们感兴趣的参数的部分,可以利用模型阶数减少来解决这个复杂性问题。在本文中,我们使用一种重要的基于投影的模型约简技术,称为IRKA,用于生化系统的模型约简。将IRKA的结果与集总法进行了比较,集总法是化学反应中常用的还原技术。结果表明,与集总方法相比,IRKA方法的近似误差要小得多。
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引用次数: 1
CFD Analysis of NACA-0012 Airfoil with Various Porous Gurney Flap Geometries 不同多孔轮床襟翼几何形状的NACA-0012翼型CFD分析
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853695
M. Iqbal, Syed Irtiza Ali Shah, Ali Hassan
The use of Gurney flap for improving lift to drag ratio of airfoils has remained a success over the past years. Although its implementation on airfoil successfully enhances lift characteristics, however, it also creates additional drag by hindering the flow. Therefore, minimization of its drag penalty is an active area of research for enhancing its effectiveness. Techniques such as modifications in its shape, size and placement position has been incorporated in its design. These techniques lower the surplus drag of Gurney flap but it is not a significant decrease. Thus keeping the need of hour in view, this endeavor has been put in to minimize the drag penalty imposed on the installation of gurney flap. A shape modification has been analyzed and successfully proposed to maximize lift to drag ratio of the airfoil with gurney flap. The idea is to introduce the porosity in the gurney flap so as to minimize the stagnation pressure loss. The flow patterns and aerodynamic parameters have been evaluated and plotted using CFD techniques in ANSYS FLUENT software. The analysis has been done with various porosity levels on the flap height of 0.5, 1, 1.5, 2 and 3% of the chord. The results and the characteristics behavior have been compared and verified from with published results. From analysis it has been found that the most effective gurney flap configration is of height equal to 2-3% of the chord with 20% porosity. This analysis could be used as a guideline in development of better and effective design of Gurney Flap being used in aerospace industry.
在过去的几年里,使用轮尼襟翼来改善翼型的升阻比一直是成功的。虽然它在翼型上的实施成功地提高了升力特性,然而,它也通过阻碍流动产生额外的阻力。因此,最小化其阻力损失是提高其有效性的一个活跃的研究领域。技术,如修改其形状,大小和放置位置已纳入其设计。这些技术降低了轮尼皮瓣的剩余阻力,但不是明显的减少。因此,考虑到时间的需要,这种努力已经投入到最大限度地减少对安装轮床瓣的拖累。分析并成功地提出了一种使带轮床襟翼的翼型升阻比最大化的形状改进方法。这个想法是在轮床瓣中引入孔隙,以尽量减少停滞压力损失。利用CFD技术在ANSYS FLUENT软件中对流型和气动参数进行了评估和绘制。分析了不同孔隙度水平的皮瓣高度为0.5、1、1.5、2和弦的3%。并与已发表的结果进行了比较和验证。分析发现,最有效的轮床瓣构型为弦高的2-3%,孔隙率为20%。该分析可为更好、更有效地设计用于航空航天工业的轮尼襟翼提供指导。
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引用次数: 2
Coding and velocity profile analysis of an elliptical exhaust nozzle 椭圆型排气喷嘴的编码及速度剖面分析
Pub Date : 2019-08-01 DOI: 10.1109/ICAEM.2019.8853758
Ammar Hussain Farooqi, Syed Irtiza Ali Shah
The thrust of an aircraft or rocket engine is largely dependent upon the momentum imparted to the products of combustion by discharging them through an exhaust nozzle. The design of an exhaust nozzle has special importance in determining the thrust and performance of an aircraft / rocket. In recent years, the design of the exhaust nozzle has received considerable attention as it directly impacts the overall performance. The aim of this paper is to study the behavior of a velocity field at the exit cross section of an elliptical nozzle. In this regard, an algorithm has been developed using the governing equations to compute the velocity at the exit of an elliptic exhaust nozzle for various aspect ratios and widths. The algorithm also provides the maximum Mach number at the exit. Subsequently plotting of Mach number contours for a range of aspect ratios is carried out. Flow is assumed to be moving under the influence of a pressure gradient. The analysis of velocity profile at exit plane of an elliptical nozzle in subsonic, supersonic and hypersonic regime is carried out which provides an understanding of the behavior of flow with variation in aspect ratio or width of an elliptical exhaust nozzle. The velocity profile obtained from algorithm for different aspect ratio and width is then compared to find the optimal design. The criteria for the optimal design of an elliptical exhaust nozzle is delivering the maximum exhaust velocity and thus thrust which is of prime importance in the design of an aircraft exhaust nozzle. This exhaust velocity, leading to thrust, is dependent mainly on the configuration of the nozzle walls i.e. geometry of the exhaust nozzle. In future, experimental validation of these results is suggested using the wind tunnel and also through computational techniques. The same approach can be used to study exhaust nozzles of varying cross sections for example triangular, square, rectangular, circular etc. The study will help in the development of optimized aircraft exhaust nozzles for future advanced aircraft.
飞机或火箭发动机的推力在很大程度上取决于燃烧产物通过排气喷嘴排出时所获得的动量。排气喷嘴的设计在决定飞机/火箭的推力和性能方面具有特别重要的意义。近年来,排气喷嘴的设计受到了广泛的关注,因为它直接影响到汽车的整体性能。本文的目的是研究椭圆喷管出口截面处的速度场特性。在此基础上,提出了一种利用控制方程计算不同宽高比和宽度下椭圆型排气喷嘴出口速度的算法。该算法还提供了出口的最大马赫数。随后绘制了一系列展弦比的马赫数等高线。假定流动在压力梯度的影响下是运动的。对椭圆喷管在亚、超声速和高超声速工况下的出口平面速度分布进行了分析,了解了椭圆喷管在展弦比或宽度变化时的流动特性。通过比较不同宽高比和宽高比下的速度分布,找到最优设计方案。椭圆型排气喷嘴优化设计的准则是提供最大的排气速度和推力,这在飞机排气喷嘴设计中是至关重要的。导致推力的排气速度主要取决于喷嘴壁的结构,即排气喷嘴的几何形状。今后,建议利用风洞和计算技术对这些结果进行实验验证。同样的方法可以用于研究不同截面的排气喷嘴,例如三角形、方形、矩形、圆形等。该研究将有助于未来先进飞机排气喷嘴的优化开发。
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引用次数: 0
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2019 International Conference on Applied and Engineering Mathematics (ICAEM)
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