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Numerical Analysis of Natural Convection Heat Transfer Inside an Inverted T-Shaped Cavity Filled with Nanofluid 纳米流体填充倒t型腔内自然对流换热的数值分析
Pub Date : 2021-11-29 DOI: 10.38032/jea.2021.04.003
Gopal Sen, M. Inam
This assessment is centered on the characteristics of natural convection heat transfer of Aluminium Oxide-Air nanofluid inside an inverted T-shaped enclosure with differentially heated sidewalls. The left edges of the enclosed cavity have been treated as a heated wall and are kept at a constant temperature. The right edges are also maintained at a constant temperature but lower than the heated wall. The top and bottom faces of the cavity have been considered adiabatic. The evaluation has been numerically investigated using ANSYS fluent. The effect of different significant parameters like volume fraction of nanoparticles, the shape of the enclosure, and Rayleigh number on the heat transfer characteristics inside an inverted T shape enclosure have been investigated. In this numerical analysis, a series of DNS simulations have been conducted for different Rayleigh numbers in the range of 103 to 106, the volume fraction of particles in the range 0≤ φ ≤0.1, and for the different aspect ratios for the inverted T shape have been conducted. The outcomes of this CFD analysis indicate a remarkable rise in the average heat transfer coefficient with the rising volume fraction of Al2O3 particles in the air. An increase of the average Nusselt number was also observed with the increase of Rayleigh number, but it drops slightly at a higher volume fraction of nanoparticles due to an increase in conductive heat transfer. For Rayleigh numbers ≥ 104, both the average Nusselt number and average heat transfer coefficient decrease up to a certain shape of the cavity aspect ratio. After that cavity aspect ratio, both the parameters value increase. But in the case of Rayleigh number = 103, both of the values decrease with the increase in the cavity aspect ratio.
这项评估集中在氧化铝-空气纳米流体在具有不同加热侧壁的倒t形外壳内的自然对流换热特性上。封闭腔体的左边缘被处理为加热壁,并保持在恒定温度下。右边缘也保持在一个恒定的温度,但低于加热壁。空腔的顶面和底面被认为是绝热的。利用ANSYS fluent进行了数值计算。研究了纳米颗粒体积分数、壁面形状和瑞利数等重要参数对倒T型壁面传热特性的影响。在数值分析中,对103 ~ 106范围内不同瑞利数、0≤φ≤0.1范围内颗粒体积分数、不同倒T形长径比进行了一系列的DNS模拟。CFD分析结果表明,随着空气中Al2O3颗粒体积分数的增加,平均换热系数显著升高。随着瑞利数的增加,平均努塞尔数也有所增加,但随着纳米颗粒体积分数的增加,平均努塞尔数略有下降,这是由于导热传热的增加。当瑞利数≥104时,平均努塞尔数和平均换热系数减小到一定形状的空腔长径比。在该空腔宽高比之后,这两个参数的值都增大。而当瑞利数= 103时,随着空腔长径比的增大,这两个数值均减小。
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引用次数: 0
Investigation of Mechanical Properties of Banana-Glass Fiber Reinforced Hybrid Composites 香蕉-玻璃纤维增强混杂复合材料力学性能研究
Pub Date : 2021-11-09 DOI: 10.38032/jea.2021.04.002
Kazi Jubair, M. Islam, D. Chakraborty
Banana stems are very cheap and abundant in nature which can be used to extract fiber. In this paper, banana fiber is used as a reinforcement and epoxy as a matrix to manufacture banana fiber-reinforced epoxy composite. Glass fiber mat, and roving are also used as reinforcement along with banana fiber to manufacture hybrid composites. The objective of this paper is to compare the mechanical properties of hybrid composites with that of pure banana fiber-reinforced composites. The hand lay-up method is used to manufacture all the composites, and tensile and flexural properties are investigated according to the corresponding ASTM standard. It is found that the tensile and flexural strength of banana and glass fiber roving hybrid composites are much higher compared to pure banana fiber-reinforced epoxy composites which make this hybrid composite suitable for low strength application.
香蕉茎在自然界中是非常便宜和丰富的,可以用来提取纤维。本文以香蕉纤维为增强材料,环氧树脂为基体制备香蕉纤维增强环氧复合材料。以玻璃纤维垫、粗纱为增强材料,与香蕉纤维共同制成混合复合材料。本文的目的是比较混杂复合材料与纯香蕉纤维增强复合材料的力学性能。所有复合材料均采用手工铺层法制备,并根据相应的ASTM标准对其拉伸和弯曲性能进行了测试。结果表明,与纯香蕉纤维增强环氧复合材料相比,香蕉与玻璃纤维粗纱混合复合材料的抗拉和抗折强度明显提高,适合于低强度应用。
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引用次数: 1
Numerical and Experimental Study on Optimization of Coil Springs used in Vehicles’ Suspension System 汽车悬架系统中螺旋弹簧优化的数值与实验研究
Pub Date : 2021-10-03 DOI: 10.38032/jea.2021.04.001
Mostafizur Rahman, Saeem Bin Abdullah
In general, the suspension systems are used to absorb vibrations, bump, rolls, dip from shock loads due to road surface irregularities. It performs its major role without affecting the vehicles’ stability and overall handling during operation. Coil springs are used as suspension element in light vehicles to attenuate unwanted vibrations. A spring is an elastic object used to store mechanical energy and it can be twisted, pulled or extended by some force and can return to its initial position when the force is released. In this study, mild steel material was taken into consideration in designing and fabricating coil springs. Theoretical and experimental investigations were conducted to calculate springs’ stiffness and to make validation between them. Three model of springs having coils 10, 11, 14 respectively are designed which have slight stiffness difference both theoretically and experimentally. The models were analyzed to determine mechanical behaviors for randomly chosen loading conditions ranging from 29.4 N to 176.4 N which are better suited with spring size.  It is noted from both numerical and experimental investigations that deflection is high when the stiffness is less and vice-versa. In addition, shear stress formation increases with the increment of stiffness and applied load. Hence, springs having high stiffness are used in suspension system to reduce vibration and other disturbances. This study shows springs of having high stiffness are comparatively compact in size and cost economic as well.
在一般情况下,悬挂系统是用来吸收振动,碰撞,滚动,浸冲击载荷由于路面不规则。它在不影响车辆运行过程中的稳定性和整体操控性的情况下发挥其主要作用。螺旋弹簧被用作轻型车辆的悬挂元件,以减弱不必要的振动。弹簧是一种用来储存机械能的弹性物体,它可以被某种力扭曲、拉动或拉伸,当力释放时,它可以回到它的初始位置。在设计和制造螺旋弹簧时考虑了低碳钢材料。进行了理论和实验研究,计算了弹簧的刚度并进行了验证。设计了3种具有10圈、11圈和14圈的弹簧模型,理论和实验结果均具有较小的刚度差异。对模型进行了分析,以确定随机选择的29.4 N至176.4 N的加载条件下的力学行为,这些条件更适合弹簧的尺寸。数值和实验研究表明,刚度越小,挠度越大,反之亦然。剪切应力的形成随刚度和外加载荷的增加而增加。因此,在悬架系统中使用具有高刚度的弹簧来减少振动和其他干扰。研究表明,具有高刚度的弹簧尺寸相对紧凑,成本经济。
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引用次数: 0
De-noising of an Image using Fuzzy Inference System and Performance Comparison with the Conventional system 模糊推理系统在图像去噪中的应用及其与传统系统的性能比较
Pub Date : 2021-09-04 DOI: 10.38032/jea.2021.03.007
A. Farhan, Rezwan-us Saleheen, Chenxuan Wei, Farhan Mahbub
Noise prevailing in the image can diminish the physical appearance of the objects existing within the image and make them frail. Present research emphasizes a fuzzy inference system eradicating several types of noise from the images. The investigation implies the utilization of different levels of Salt & Pepper noise. Followed by the pixel determination applying a mask, the disparity between the focused pixel's intensity with the minimum, average, and maximum power of the chosen window has been determined. Since two fuzzy valued outputs have been obtained to match them, the one provided by a low noise rate would demonstrate the more accurate filter for the selected window. Utilizing Matlab the Peak Signal-to-Noise ratio (PSNR) and Mean Square Error (MSE) are determined for evaluating the noise reduction performance. However, these values of PSNR and MSE obtained from this research are also compared with the conventional fuzzy filtering system.
图像中普遍存在的噪声会削弱图像中存在的物体的物理外观,使它们变得脆弱。目前的研究重点是模糊推理系统消除图像中的几种类型的噪声。调查表明,不同程度的盐和胡椒噪声的利用。然后用掩模确定像素,确定聚焦像素的强度与所选窗口的最小、平均和最大功率之间的差异。由于已经获得了两个模糊值输出来匹配它们,因此低噪声率提供的输出将为所选窗口展示更准确的滤波器。利用Matlab确定峰值信噪比(PSNR)和均方误差(MSE)来评估降噪性能。然而,本研究得到的PSNR和MSE值也与传统的模糊滤波系统进行了比较。
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引用次数: 0
Effects of Gasoline-Diesel Ratio on Combustion and Emission Characteristics of a Dual-Fuel CI Engine: A CFD Simulation 汽柴油比对双燃料CI发动机燃烧与排放特性影响的CFD模拟
Pub Date : 2021-08-22 DOI: 10.38032/jea.2021.03.004
Kazi Mostafijur Rahman, Md. Habibur Rahaman
Recently, considerable efforts are made by the engine researches all over the world, focusing primarily on achieving ultra-low emissions of NOx (nitrogen oxides) and soot without any compromise to high thermal efficiency from dual-fuel engine. In this study, combustion performance and engine-out emission of a single cylinder gasoline-diesel dual-fuel engine are numerically investigated by employing a commercial computation fluid dynamics (CFD) software, especially developed for internal combustion engines modeling. Here, gasoline-diesel relative ratio has been varied to find its impacts on performance of a dual-fuel engine. The results show that, in-cylinder pressure, in-cylinder temperature and rate of heat release (ROHR) are increased with gradual increment in diesel relative to gasoline. Injecting higher amount of diesel directly inside the combustion chamber as pilot fuel might have facilitated the auto-ignition process by reducing the ignition delay and accelerated the premixed gasoline-air flame propagation. These led to shorter main combustion duration which is quite desirable to suppress the knock in dual-fuel engines. In addition, NOx emission is found to decrease with relatively higher percentage of diesel. On the other hand, with increasing gasoline ratio relative to diesel, combustion duration is prolonged significantly and led to incomplete combustion, thereby increasing unburned hydrocarbon (UHC) and carbon monoxide (CO).
近年来,世界各国的发动机研究都做出了相当大的努力,主要集中在实现双燃料发动机在不影响高热效率的情况下实现超低NOx(氮氧化物)和烟尘排放。本文采用商业计算流体动力学软件(CFD)对单缸汽油-柴油双燃料发动机的燃烧性能和发动机排放进行了数值研究,该软件专为内燃机建模而开发。在这里,汽油-柴油相对比已经改变,以发现其对双燃料发动机性能的影响。结果表明:相对于汽油,柴油的缸内压力、缸内温度和放热率随增压量的增加而增大;在燃烧室内直接注入大量的柴油作为先导燃料,可能通过减少点火延迟和加速预混汽油-空气火焰的传播来促进自燃过程。这些导致较短的主燃烧持续时间,这是相当理想的抑制爆震在双燃料发动机。此外,随着柴油比例的增加,氮氧化物排放量也有所减少。另一方面,随着汽油与柴油比例的增加,燃烧时间明显延长,导致燃烧不完全,从而增加了未燃烃(UHC)和一氧化碳(CO)。
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引用次数: 0
SVD-Krylov based Sparsity-preserving Techniques for Riccati-based Feedback Stabilization of Unstable Power System Models 基于SVD-Krylov的不稳定电力系统模型riccti反馈镇定稀疏保持技术
Pub Date : 2021-08-20 DOI: 10.38032/jea.2021.03.002
M. Uddin, M. Uddin, M. A. H. Khan, M. T. Hossain
We propose an efficient sparsity-preserving reduced-order modelling approach for index-1 descriptor systems extracted from large-scale power system models through two-sided projection techniques. The projectors are configured by utilizing Gramian based singular value decomposition (SVD) and Krylov subspace-based reduced-order modelling. The left projector is attained from the observability Gramian of the system by the low-rank alternating direction implicit (LR-ADI) technique and the right projector is attained by the iterative rational Krylov algorithm (IRKA). The classical LR-ADI technique is not suitable for solving Riccati equations and it demands high computation time for convergence. Besides, in most of the cases, reduced-order models achieved by the basic IRKA are not stable and the Riccati equations connected to them have no finite solution. Moreover, the conventional LR-ADI and IRKA approach not preserves the sparse form of the index-1 descriptor systems, which is an essential requirement for feasible simulations. To overcome those drawbacks, the fitting of LR-ADI and IRKA based projectors from left and right sides, respectively, desired reduced-order systems attained. So that, finite solution of low-rank Riccati equations, and corresponding feedback matrix can be executed. Using the mechanism of inverse projection, the Riccati-based optimal feedback matrix can be computed to stabilize the unstable power system models. The proposed approach will maintain minimized ℌ2 -norm of the error system for reduced-order models of the target models.
针对从大型电力系统模型中提取的索引-1描述子系统,利用双边投影技术提出了一种有效的保持稀疏性的降阶建模方法。利用基于Gramian的奇异值分解(SVD)和基于Krylov子空间的降阶建模来配置投影仪。通过低秩交替方向隐式(LR-ADI)技术从系统的可观测格律中获得左投影,通过迭代理性Krylov算法(IRKA)获得右投影。经典的LR-ADI方法不适合求解Riccati方程,且收敛需要较高的计算时间。此外,在大多数情况下,由基本IRKA得到的降阶模型是不稳定的,与之相连的Riccati方程没有有限解。此外,传统的LR-ADI和IRKA方法不能保留索引-1描述符系统的稀疏形式,这是可行仿真的基本要求。为了克服这些缺点,分别从左侧和右侧拟合基于LR-ADI和IRKA的投影仪,实现了期望的降阶系统。从而可以执行低秩Riccati方程的有限解,以及相应的反馈矩阵。利用逆投影机制,计算基于riccati的最优反馈矩阵,使不稳定的电力系统模型趋于稳定。该方法对目标模型的降阶模型保持最小的误差系统的 2范数。
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引用次数: 3
Sentiment Analysis on Bengali Facebook Comments To Predict Fan's Emotions Towards a Celebrity 对孟加拉语脸书评论进行情感分析,预测粉丝对名人的情绪
Pub Date : 2021-07-23 DOI: 10.38032/JEA.2021.03.001
Md. Serajus Salekin Khan, Sanjida Reza Rafa, Al Ekram Hossain Abir, A. Das
In this present era, sentiment analysis is considered as one of the most rapidly growing fields of computer science study. It is a text mining technique which is automated and determines the emotion of a text. A text can be divided into many emotions using sentiment analysis. Since there are some studies on emotion analysis in the Bangla language, it is regarded as a key research area in the field of analyzing Bangla language. This paper works with five different emotions and those are Happy, Sad, Angry, Surprise and Excited. Apart from these emotions our paper also deals with two categories, such as Abusive and Religious. We proposed a method of machine learning technique which is the SVM algorithm to extract these five individual emotions from Bangla text.
在当今时代,情感分析被认为是计算机科学研究中发展最快的领域之一。它是一种自动化的文本挖掘技术,可以确定文本的情感。使用情感分析可以将文本分为许多情感。由于对孟加拉语中的情感分析已有一些研究,因此它被视为孟加拉语分析领域的一个重点研究领域。这篇论文涉及五种不同的情绪,分别是快乐、悲伤、愤怒、惊讶和兴奋。除了这些情绪,我们的论文还讨论了两个类别,如虐待和宗教。我们提出了一种机器学习技术,即SVM算法从孟加拉语文本中提取这五种个体情绪。
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引用次数: 9
Fabrication and Characterization of α-Fe2O3 Nanoparticles Dispersed Epoxy Nanocomposites α-Fe2O3纳米分散环氧复合材料的制备与表征
Pub Date : 2021-06-21 DOI: 10.38032/jea.2021.02.005
M. A. Mamun, Md. Abdus Sabur, M. Gafur, Hrithita Aftab, G. Rahman
Hematite(α-Fe2O3) nanoparticles were synthesized by sol-gel process and further mixed with epoxy resin to obtain the nanocomposites. X-Ray Diffraction (XRD) and Scanning Electron Microscope (SEM) analysis revealed that α-Fe2O3 nanoparticles have an average diameter of about 30 nm, also illustrated the crystal structure and morphology of the nanomaterials. Fourier-Transform Infrared spectroscopy (FTIR) showed the functional groups that were present in α-Fe2O3 nanoparticles, neat epoxy andα-Fe2O3/epoxy nanocomposites. Vibrating Sample Magnetometer (VSM) analysis exhibits the magnetic hysteresis curve and revealed that α-Fe2O3 nanoparticles were superparamagnetic. Tensile testing was performed to obtain the tensile strength, yield strength, elongation, young modulus and required energy to deform the materials. Vickers micro-hardness test showed the surface hardness of the nanocomposites. Flexural strength also measured, which indicate the strength of nanocomposites against bending. Thermogravimetric Analysis (TGA) measurement showed the thermal properties of α-Fe2O3 nanoparticles and its influence into the epoxy matrix. UV-Vis spectroscopy was performed to obtain the optical band gap energy of the nanocomposites.  DC-resistivity measurements showed a significant influence of α-Fe2O3 nanoparticles on the dc-electrical properties of the epoxy matrix.
采用溶胶-凝胶法制备了赤铁矿(α-Fe2O3)纳米颗粒,并与环氧树脂混合制备了纳米复合材料。x射线衍射(XRD)和扫描电镜(SEM)分析表明,α-Fe2O3纳米颗粒的平均直径约为30 nm,并分析了纳米材料的晶体结构和形貌。傅里叶变换红外光谱(FTIR)显示α-Fe2O3纳米颗粒、纯环氧树脂和α-Fe2O3/环氧纳米复合材料中存在官能团。振动样品磁强计(VSM)分析显示α-Fe2O3纳米粒子具有超顺磁性。进行拉伸试验,获得材料的抗拉强度、屈服强度、伸长率、杨氏模量和变形所需能量。显微硬度测试显示了纳米复合材料的表面硬度。测试了纳米复合材料的抗弯曲强度。热重分析(TGA)显示了α-Fe2O3纳米颗粒的热性能及其对环氧树脂基体的影响。采用紫外可见光谱法测定了复合材料的带隙能。直流电阻率测试表明α-Fe2O3纳米颗粒对环氧树脂基体的直流电性能有显著影响。
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引用次数: 2
Trust Concerns Regarding Health-Related Smartphone Apps in Collecting Personally Identifiable Information Throughout COVID-19-like Zoonosis 关于在covid -19类人畜共患病期间收集个人身份信息的健康相关智能手机应用程序的信任问题
Pub Date : 2021-02-22 DOI: 10.38032/JEA.2021.01.005
Molla Rashied Hussein, Md. Ashikur Rahman, Md. Jahidul Hassan Mojumder, Shakib Ahmed, E. Apu
Coronavirus disease 2019 or COVID-19 is a zoonosis, which means a disease that contaminates from the animals to the humans. Since it is very highly epizootic, it has forced the public health experts to implement smartphone-based applications to trace its swift transmission trajectory as well as the affected individuals. For this, the individuals’ personally identifiable information is utilized. Nonetheless, these information may hamper privacy and cyber security, especially the trust concerns, if not handled properly. If the issues are not resolved at this very moment, the consequences will induce the mass level population to use the health-related applications in their smartphones inadequately. Therefore, a catastrophe will be imminent for another COVID-19-like zoonosis to come. So, to mitigate, an extensive study was required to address this severe issue, namely, trust concern. This paper has studied the needed by discussing the recently designed and developed health-related applications region by region across the world. Moreover, it has analyzed the benefits and drawbacks. The trust defiance is recognized and inspected from the perspective of an end-user. Some recommendations are advised in the later part of this paper to leverage and collaborate the awareness campaign between the Government, the App Developers and the common individuals.
2019冠状病毒病或COVID-19是一种人畜共患病,这意味着一种从动物传染给人类的疾病。由于它是非常高度的动物流行病,它迫使公共卫生专家实施基于智能手机的应用程序,以追踪其快速传播轨迹以及受影响的个人。为此,使用了个人的个人身份信息。然而,如果处理不当,这些信息可能会损害隐私和网络安全,特别是信任问题。如果这些问题在此时得不到解决,其后果将导致大众在智能手机中不充分地使用与健康相关的应用程序。因此,另一场类似covid -19的人畜共患病即将到来。因此,为了减轻,需要进行广泛的研究来解决这个严重的问题,即信任问题。本文通过对全球各地区最近设计和开发的健康相关应用的讨论,研究了这一需求。并对其优缺点进行了分析。从终端用户的角度对信任违抗行为进行识别和检查。本文的后半部分提出了一些建议,以便政府、应用程序开发人员和普通个人之间利用和合作宣传运动。
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引用次数: 1
Performance Evaluation of Tall Buildings using Optimized Tuned Mass Damper 高层建筑优化调谐质量阻尼器的性能评价
Pub Date : 2020-12-30 DOI: 10.38032/jea.2020.04.011
Mohammad Shamim Miah
This study investigates the performance of tall buildings using tuned mass damper (TMD) under dynamic loads such as harmonic loads, and the Loma Prieta Earthquake 1989 data. The numerical investigations are performed by considering a sixteen-storied dynamical system. To do this end, the aforementioned system is considered to be uncontrolled (meaning no damper is used) and a controlled case is assumed where a TMD is placed on the top floor. TMD performance mainly relies on the set of parameters (mass ratio, damping ratio, and stiffness). In reality, the tuning process of those parameters take serious effort and gets worse with the complicacy of the structure. Hence to obtain better performance of the TMD the damping ratio and the frequency of the TMD are optimized by using unconstrained derivative-free method. Finally, the uncontrolled and controlled performance of the sixteen-storied structure has been evaluated and compared. The results show that the dynamical response of the studied problem can be reduced significantly via the use of optimized parameters.
本文以1989年洛马普里塔地震数据为基础,研究了调谐质量阻尼器(TMD)在谐波荷载等动力荷载作用下的高层建筑性能。数值研究考虑了一个16层的动力系统。为此,上述系统被认为是不受控制的(意味着没有使用阻尼器),并且假设在顶楼放置TMD的情况下是受控的。TMD的性能主要依赖于一组参数(质量比、阻尼比和刚度)。在现实中,这些参数的整定过程需要耗费大量的精力,并且随着结构的复杂性而变得越来越困难。为了获得更好的TMD性能,采用无约束无导数方法对TMD的阻尼比和频率进行了优化。最后,对16层结构的非受控和受控性能进行了评价和比较。结果表明,优化后的参数可以显著降低问题的动力学响应。
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引用次数: 0
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Journal of Engineering Advancements
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