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A Deep Learning Approach to Evaluating SISO-OFDM Channel Equalization 评估 SISO-OFDM 信道均衡的深度学习方法
Pub Date : 2024-04-01 DOI: 10.31185/ejuow.vol12.iss2.478
Saja S Hanoon, Hasan F Khazal, Thamer M. Jamel
Channel equalization is crucial to the efficiency of wireless network systems. To improve communication reliability and decrease computing complexity, 5G networks have made great progress with the help of deep learning (DL). When applied to 5G and future networks, deep learning has been proven to increase system performance while decreasing computational complexity. ZF is often used to acquire a channel equalizer because of its inexpensive cost and lack of statistical expertise; nonetheless, ZF has a large equalizer error. Because of the limitations of the Minimum Mean Square Error (MMSE) method, deep learning models provide a more convenient solution for solving the channel equalizer issue. Since deep learning may give a better performance-complexity trade-off, it can be used to enhance MMSE and ZF channel equalizers. Its generalization and resilience also make it an attractive tool for use in this context. To address the shortcomings of the ZF and MMSE equalizers, this thesis focuses on developing a DL-based channel equalizer. An Orthogonal Frequency-Division Multiplexing (OFDM)-based single-input-single-output (SISO) system is used to measure the DL-based equalizer's efficacy. Simulation results show that the DL-based channel equalizer can achieve at least a 3 dB gain in SNR over the MMSE equalizer for a SER = 10-3 in low and high selective channel models, respectively, validating the performance of the benchmarked equalizer using different frequency selectivity levels.   Furthermore, the DL-based equalizer results in a drastic decrease in computing complexity in contrast to the ZF and MMSE equalization techniques.
信道均衡对无线网络系统的效率至关重要。为了提高通信可靠性并降低计算复杂度,5G 网络在深度学习(DL)的帮助下取得了长足的进步。深度学习应用于 5G 和未来网络时,已被证明可以提高系统性能,同时降低计算复杂度。ZF 因其成本低廉、缺乏统计专业知识而经常被用于获取信道均衡器;然而,ZF 的均衡器误差较大。由于最小均方误差(MMSE)方法的局限性,深度学习模型为解决信道均衡器问题提供了更便捷的解决方案。由于深度学习可以更好地权衡性能和复杂性,因此可以用来增强 MMSE 和 ZF 信道均衡器。深度学习的通用性和弹性也使其成为在这种情况下使用的一种有吸引力的工具。为了解决 ZF 和 MMSE 均衡器的不足,本论文重点开发了基于 DL 的信道均衡器。基于正交频分复用(OFDM)的单输入单输出(SISO)系统被用来衡量基于 DL 的均衡器的功效。仿真结果表明,在低选择性和高选择性信道模型中,基于 DL 的信道均衡器可以在 SER = 10-3 的情况下分别比 MMSE 均衡器实现至少 3 dB 的信噪比增益,从而验证了使用不同频率选择性水平的基准均衡器的性能。 此外,与 ZF 和 MMSE 均衡技术相比,基于 DL 的均衡器大大降低了计算复杂度。
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引用次数: 0
Effect of Metal Foam’s Volume on the Performance of a Double Pipe heat exchanger 金属泡沫体积对双管热交换器性能的影响
Pub Date : 2024-04-01 DOI: 10.31185/ejuow.vol12.iss2.495
Zuhair S. Faal, Abbas J. Jubear, Hussain R. Al-Bugharbee
The present numerical study aims to explore the effect of metal foam’s volume on the performance of a double-pipe heat exchanger in comparison with a smooth pipe (HXS). It used water as operating fluid at flow rate 2lpm, the outer stainless steel pipe has outer diameter (Do=60mm) and length (L=609.6mm), and inner copper pipe with outer diameter (do=20mm). The numerical simulation was conducted by ANSYS FLUENT 2020 R2 software and open-cell copper foam (CF) with porosity (0.9) was used. The cases considered in the analysis include a heat exchanger with a complete fill of copper foam (HXF), and  a partial fill heat exchanger. The latter was made by inserting a complete rings of copper foam baffles (CFB) to decrease volume of a CF. Then, the baffles volumes was increased by increasing the thickness and their number.  Three parameters were varied and their influence on performance evaluate criteria (PEC) were investigated. They are pore density (PPI), thickness of baffles (tc), and number of baffles (nob). Results showed that, heat transfer rate (Qave) and the pressure drop (∆p) increased with increase pore density, and well distribution of a CFB increase thermal performance while the pressure drop did not change with use same volume of CF.
本数值研究旨在探讨与光滑管(HXS)相比,金属泡沫体积对双管热交换器性能的影响。它使用水作为工作流体,流速为 2lpm,外层不锈钢管的外径(Do=60 毫米)和长度(L=609.6 毫米),内层铜管的外径(do=20 毫米)。数值模拟由 ANSYS FLUENT 2020 R2 软件进行,使用孔隙率为 0.9 的开孔泡沫铜(CF)。分析中考虑的情况包括完全填充泡沫铜(HXF)的热交换器和部分填充热交换器。后者是通过插入一个完整的环形泡沫铜挡板(CFB)来减少 CF 的体积。然后,通过增加挡板的厚度和数量来增大挡板的体积。 我们改变了三个参数,并研究了它们对性能评估标准(PEC)的影响。它们分别是孔密度(PPI)、挡板厚度(tc)和挡板数量(nob)。结果表明,传热率(Qave)和压降(Δp)随孔隙密度的增加而增加,CFB 的良好分布提高了热性能,而在使用相同体积的 CF 时,压降没有变化。
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引用次数: 0
Numerical Investigation of the Impact of Subcooling Inlet on Water Flow Boiling Heat Transfer Through a Microchannel 过冷入口对微小通道水流沸腾传热影响的数值研究
Pub Date : 2024-04-01 DOI: 10.31185/ejuow.vol12.iss2.531
A. Al-Waaly
The effect of subcooling inlet has a big effect of the flow patterns for the flow boiling through a microchannel. Higher subcooling lower mass flux will delay the nucleate boiling and vice versa. The water flow boiling inside a microchannel has been analyzed numerically. The microchannel depth was 0.24 mm while the length was 40 mm. The supplied heat fluxes were 500 kW·m-2, 1000 kW·m-2and 1500 kW·m-2 with mass velocities of 400 kg·m-2·s-1 and 800 kg·m-2·s-1. The degrees of subcoooling of inlet water were 5oC, 10oC, 15oC, 20oC, and 25oC. The results showed that the degree subcooling has a considerable impact on both the wall temperature and flow patterns. The rise in the degree of subcooling kept the nucleate flow boiling and retarded the development of convective boiling. In addition, there was a reflection point at which the impact of heat flux on the average of the convective coefficient of heat transfer was altered. The increase in the heat flux may lead to an increase or reduction in the average HTC with respect to the location of the reflection point. The reflection points were 7oC and 5oC for the mass velocities 400 kg·m-2·s-1 and 800 kg·m-2·s-1. Thus, both the degree of subcooling and the heat flux should be simultaneously considered when it comes to the enhancement of HTC during the flow boiling inside the microchannels.
入口过冷度对通过微通道的沸腾流的流动模式有很大影响。过冷度越高,质量通量越低,成核沸腾越晚,反之亦然。我们对微通道内的水流沸腾进行了数值分析。微通道深度为 0.24 毫米,长度为 40 毫米。提供的热通量分别为 500 kW-m-2、1000 kW-m-2 和 1500 kW-m-2,质量速度分别为 400 kg-m-2-s-1 和 800 kg-m-2-s-1。进水过冷度分别为 5oC、10oC、15oC、20oC 和 25oC。结果表明,过冷度对壁面温度和流动模式都有相当大的影响。过冷度的升高保持了核流动沸腾,延缓了对流沸腾的发展。此外,热通量对对流传热系数平均值的影响在一个反射点上发生了变化。热通量的增加可能会导致相对于反射点位置的 HTC 平均值的增加或减少。在质量速度为 400 kg-m-2-s-1 和 800 kg-m-2-s-1 时,反射点分别为 7oC 和 5oC。因此,在微通道内流动沸腾过程中提高 HTC 时,应同时考虑过冷度和热通量。
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引用次数: 0
Flow field and heat transfer characteristics in dimple pipe with different shape of dimples 不同形状凹槽管道中的流场和传热特性
Pub Date : 2024-04-01 DOI: 10.31185/ejuow.vol12.iss2.515
Sajida Lafta Ghashim
In this work, a numerical study of a thermal performance of water flow inside a dimpled pipe. The effect of three types of dimples (circular, square and rhombus) studied in the numerical simulation. A commercial program called ANSYS was used to model the flow through a circular pipe .The three-dimensional governing differential equations of mass, momentum, and energy were used together with the (K − ε ) model to evaluate the impact of dimples on a turbulent flow and the velocity field. The study was carried out in the Reynolds number (Re) range (2500–15000). The research results demonstrate that the presence of a dimple on the pipe surface greatly increases the rate of heat transmission and the friction factor compared to a normal smooth pipe. Also, the numerical study demonstrated that the Nusselt number (Nu) in case of circular  dimples  at diameter  (4 , 6 and 8) mm was (22, 28 and 43) % greater than the smooth surface.  It is discovered that the improved pipe with circular dimples have a benefit for increased heat transmission efficiency compared with the square and rhombus dimples. Additionally , circular dimples have the ability to supply the lowest friction factor (f) when compared to other types of dimple. The pipe with circular dimples with D= 4mm , at Reynolds number 2500 provided the largest thermal performance criterion (PEC) value about 1.44.
在这项工作中,对凹陷管道内水流的热性能进行了数值研究。在数值模拟中研究了三种凹点(圆形、方形和菱形)的影响。使用名为 ANSYS 的商业程序对流经圆管的水流进行建模,并使用质量、动量和能量的三维控制微分方程以及 (K - ε ) 模型来评估凹点对湍流和速度场的影响。研究在雷诺数 (Re) (2500-15000) 范围内进行。研究结果表明,与正常的光滑管道相比,管道表面凹陷的存在大大增加了热传输率和摩擦系数。此外,数值研究还表明,直径为(4、6 和 8)毫米的圆形凹陷的努塞尔特数(Nu)比光滑表面高(22、28 和 43)%。 研究发现,与方形和菱形凹槽相比,带有圆形凹槽的改进管道有利于提高热传导效率。此外,与其他类型的凹痕相比,圆形凹痕能够提供最低的摩擦系数(f)。在雷诺数为 2500 时,D= 4 毫米的圆形凹槽管道提供了最大的热性能标准(PEC)值,约为 1.44。
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引用次数: 0
Efficient Dye Removal and Water Treatment Feasibility Assessment for Iraq's Industrial Sector: A Case Study on Terasil Blue Dye Treatment Using Inverse Fluidized Bed and Adsorption 伊拉克工业部门高效脱染和水处理可行性评估:利用反向流化床和吸附技术处理特拉西尔蓝染料的案例研究
Pub Date : 2024-04-01 DOI: 10.31185/ejuow.vol12.iss2.511
Sadiq Mussadaq, M. Baqer, H. Gzar, M. N. Rahi, Qasim M Jani
In this study, we investigated Terasil blue dye absorption on modified rice husk through batch and continuous trials. In continuous mode includes experimental tests in an inverse fluidized bed teqnique at various times and under various operating conditions (bed height, initial concentration, and varying flow rate) were investigated. The effect of various factors like pH, contact time, agitation speed and particle size on the removal efficiency (%) the Terasil blue dye were thoroughly investigated. The maximum removal efficiency (%) was achieved up to pH 7.0. Removal efficiency (%) increased with increasing contact time. The maximum removal efficiency (%) was achieved @200 RPM (rate per minute). Increasing in the particle size caused decreased in the removal efficiency (%). In batch experiments the Freundlich, and Temkin models showed good agreement with R2 value while the Langmuir model had moderate agreement. The value of qe is 1.73 mg/g under specific conditions; the Langmuir model provides q-max of 0.0078 mg/g and K-L of 0.0801 L/mg.Ongoing tests conducted in an inverse fluidized bed offer valuable insights into the hydrodynamic behavior of the system. The collected data effectively demonstrates the variations in pressure drops and bed heights. There is a positive correlation between bed height and fluid velocity, suggesting a significant association within the dynamics of fluidized beds.
在这项研究中,我们通过分批和连续试验研究了改性稻壳对特拉西尔蓝染料的吸收。连续试验包括在不同时间和不同操作条件(床层高度、初始浓度和不同流速)下,在反向流化床技术中进行的实验测试。深入研究了 pH 值、接触时间、搅拌速度和颗粒大小等各种因素对 Terasil 蓝染料去除率(%)的影响。在 pH 值为 7.0 时,去除率(%)最高。去除率(%)随着接触时间的延长而增加。最大去除率(%)在 200 RPM(每分钟速率)时达到。粒径增大导致去除率(%)降低。在批次实验中,Freundlich 和 Temkin 模型的 R2 值显示出良好的一致性,而 Langmuir 模型的 R2 值显示出中等程度的一致性。在特定条件下,qe 值为 1.73 mg/g;Langmuir 模型的 q-max 值为 0.0078 mg/g,K-L 值为 0.0801 L/mg。收集到的数据有效地证明了压降和床层高度的变化。床层高度和流体速度之间存在正相关,这表明流化床的动力学存在重要关联。
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引用次数: 0
Visual Sustainability in Urban Renewal Projects Traditional kut City Center as a Case Study 城市改造项目的视觉可持续性 以传统的 kut 市中心为例进行研究
Pub Date : 2024-01-11 DOI: 10.31185/ejuow.vol12.iss1.516
R. Al-Shammari, Abbas Na’im Mohsin
This research addresses the importance of visual sustainability as an essential element in city centre renewal projects, and its role in enhancing the visual quality of urban centres, as most traditional cities suffer from increasing challenges in facing urban renewal processes due to various interventions, which may lead to the loss of the city’s cultural and visual identity. The research aims to understand how to achieve visual sustainability in the centre of the heritage city of Al Kut as a case study and the impact of this on the quality of life and community interaction.The study area was analyzed using the SWAT analysis method, in addition to a literature review on the topic, observation, interviews with key stakeholders involved, and analysis of existing data and documents. The research concluded that focusing on visual quality indicators can enhance identity, heritage, aesthetics, and quality of life in cities, as the results showed a positive relationship between visual quality indicators and the clarity of the urban environment. Therefore, enhancing visual sustainability in the traditional Kut city center requires focusing on three main indicators that can be achieved by using sustainable local materials, preserving cultural and heritage landmarks, and integrating the urban design process with community participation in planning, design, implementation, and implementation. Evaluations.
这项研究探讨了视觉可持续性作为城市中心重建项目基本要素的重要性,以及它在提高城市中心视觉质量方面的作用,因为大多数传统城市在面临城市重建过程中,由于各种干预措施而面临越来越多的挑战,这可能会导致城市文化和视觉特征的丧失。本研究旨在了解如何在作为案例研究的遗产城市库特(Al Kut)中心实现视觉可持续发展,以及这对生活质量和社区互动的影响。除了有关该主题的文献综述、观察、与主要相关利益方的访谈,以及对现有数据和文件的分析之外,还使用了 SWAT 分析方法对研究区域进行了分析。研究得出的结论是,关注视觉质量指标可以提高城市的认同感、遗产、美学和生活质量,因为研究结果表明,视觉质量指标与城市环境的清晰度之间存在正相关关系。因此,增强传统库特市中心的视觉可持续性需要关注三大指标,可以通过使用可持续的当地材料、保护文化和遗产地标以及将城市设计过程与社区参与规划、设计、实施和执行相结合来实现。评价。
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引用次数: 0
Parallel Processing Distributed-Memory Approach Influences on Performance of Multicomputer-Multicore Systems Using Single-Process Single-Thread 并行处理分布式内存方法对使用单进程单线程的多计算机多核系统性能的影响
Pub Date : 2024-01-05 DOI: 10.31185/ejuow.vol12.iss1.533
Dildar Masood Abdulqader, Subhi R. M. Zeebaree, Rizgar R. Zebari, Mohammed A. M.Sadeeq, Umed H. Jader, Mohammed Mahmood Delzy
Based on client/server architecture concepts, this research suggests a method for creating a multicomputer-multicore distributed memory system that can be implemented on distributed-shared memory systems. Both of number of the participated computers and number of existed processors for each of these computers, this research was depended with the specific design and its implementation. The suggested system has two primary phases: monitoring and managing the programmes that may be executed on multiple distributed-multi-core architectures with (2, 4, and 8) CPUs to perform a certain job. There might be a single client and unlimited servers in the network. The implementation phase relies on three separate scenarios covering most of the design space. The suggested system can determine the start time, duration, CPU use, kernel time, user time, waiting time, and end time for each server in the system. Single-Process Single-Thread (SPST) is considered a possible situation while developing User Programmes (UPs). The findings confirmed that more processing power (more servers and more processors on each server) increases the speed at which tasks can be solved. There was a 2.877-fold gain in task processing speed after considering three different possible SPST UPs situations. The C# programming language is used to create this system.
基于客户机/服务器架构概念,本研究提出了一种创建多机多核分布式内存系统的方法,该系统可在分布式共享内存系统上实现。无论是参与研究的计算机数量还是每台计算机的现有处理器数量,这项研究都取决于具体的设计和实施。建议的系统有两个主要阶段:监控和管理程序,这些程序可以在多个分布式多核架构(CPU 有 2、4 和 8 个)上执行,以完成某项工作。网络中可能只有一个客户端和无数个服务器。实施阶段依赖于三个独立的方案,涵盖了大部分设计空间。建议的系统可以确定系统中每台服务器的开始时间、持续时间、CPU 使用情况、内核时间、用户时间、等待时间和结束时间。在开发用户程序(UP)时,单进程单线程(SPST)被认为是一种可能的情况。研究结果证实,处理能力越强(服务器数量越多,每台服务器上的处理器数量越多),任务的处理速度就越快。在考虑了三种不同的 SPST UPs 可能情况后,任务处理速度提高了 2.877 倍。该系统使用 C# 编程语言创建。
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引用次数: 0
Numerical Analysis of Sectional Shape Effect on Behavior of Short Concrete Columns 截面形状对短混凝土柱行为影响的数值分析
Pub Date : 2024-01-05 DOI: 10.31185/ejuow.vol12.iss1.524
Adil Mahdi Jabbar, Lubna Salim Danha, Qais Abdulmajeed Hasan
AbstractThis paper numerically investigates the effect of sectional shape on the structural behavior of short concrete columns when subjected to axial loading. Seven concrete columns that possess the same cross-sectional area, longitudinal reinforcement ratio, tie-bar diameter, and spacing are analysed via Abaqus software. The concrete compressive strength is equal for all columns. The loading is applied at the plastic centroid of the cross-section. The results show that the plus-shaped cross-sectional column sustains the highest load, while the T-shaped section bears the lowest loading. The plus-shaped, square, rectangular, and circular columns endure a higher loading than the T-shaped ones by 12.3 %, 10.7 %, 10.7 %, and 8.7 %, respectively. Concerning the longitudinal displacement, the T-shaped column exhibits the highest shortening, while the octagonal section shows the minimum shortening. Failure of all columns occurs due to the yielding of the longitudinal bars, followed by a fracturing of the concrete. All columns roughly show the same cracking load, while the T-shaped section exhibits a higher displacement than others at the cracking state, followed by an L-shaped column. However, all other columns show the same longitudinal displacement at the cracking load.
摘要 本文通过数值方法研究了短混凝土柱在承受轴向荷载时截面形状对其结构行为的影响。通过 Abaqus 软件对截面面积、纵向配筋率、拉杆直径和间距相同的七根混凝土柱进行了分析。所有柱子的混凝土抗压强度相同。荷载施加在横截面的塑性中心点。结果表明,正方形截面柱承受的荷载最大,而 T 形截面承受的荷载最小。正方形、方形、矩形和圆形柱承受的荷载分别比 T 形柱高 12.3%、10.7%、10.7% 和 8.7%。在纵向位移方面,T 型柱的缩短量最大,而八角形截面的缩短量最小。所有柱子的破坏都是由于纵向钢筋屈服,然后混凝土断裂。所有柱子的开裂荷载大致相同,而 T 型截面在开裂状态下的位移比其他柱子大,其次是 L 型柱子。然而,所有其他柱子在开裂荷载下都表现出相同的纵向位移。
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引用次数: 0
The Impact of Bad Urban Design on the City Environment 不良城市设计对城市环境的影响
Pub Date : 2024-01-05 DOI: 10.31185/ejuow.vol12.iss1.517
Haider Majid Hasan
Over the past decades, there has been a growing interest in environmental issues realizing that humanity depends on the environment and that this environment has been constantly exposed to processes that could threaten the future of humanity. Cities emerged as the most important cause of pollution because they are the place where most industrial goods are produced and consumed. It was also found that a large percentage of the problems of environmental pollution was the result of the failure of the planning authorities in the implementation of the master plan originally laid out to control and control the city. We do not see a reaction from the residents of the region, despite the obvious problems in the study area, which include social and economic problems as well as environmental problems. On the contrary, many people want industrial activities to improve Value of their properties.  The best way to solve urban areas' problems is at the planning stage
过去几十年来,人们对环境问题的关注与日俱增,认识到人类依赖于环境,而这一环境又不断受到可能威胁人类未来的各种进程的影响。城市成为污染的最主要原因,因为城市是生产和消费大多数工业产品的地方。研究还发现,很大一部分环境污染问题是由于规划部门未能执行最初制定的控制和管理城市的总体规划造成的。尽管研究地区存在明显的问题,包括社会和经济问题以及环境问题,但我们并没有看到该地区居民的反应。相反,许多人希望通过工业活动来提高他们的财产价值。 解决城市问题的最佳途径是在规划阶段
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引用次数: 0
Treatment Technologies for Removal of Polyaromatic Hydrocarbon Compounds from Wastewater: A Review 去除废水中多芳烃化合物的处理技术:综述
Pub Date : 2024-01-05 DOI: 10.31185/ejuow.vol12.iss1.518
Qasim M Jani, Hatem A Gzar, Mahdi Nuhair Rahi, S. Baqer
Industry discharges, home effluents, and/or urban runoff can all introduce polyaromatic hydrocarbon compounds (PAHs) into a treatment center. Regrettably, due to their chemical stability and resistance to biological degradation, PAHs are regarded as organic pollutants that persist. As a consequence, PAHs have indeed been identified as a possible source of skin, lung, and bladder cancer in humans. Due to PAHs' potential to cause cancer and/or mutation, their residues in treated wastewater are now subject to stricter legal regulation. adsorption ,membrane filtration, coagulation, electrocoagulation, flocculation, advanced oxidation reactions, phytoremediation and bioremediation process are some of the techniques used to remove PAHs from wastewater. In order to reduce environmental contamination, it is important to study different treatment technologies to treat wastewater. The aim of this paper is to highlighting and discussing some of treatment technologies for removing PAHs.
工业排放物、家庭污水和/或城市径流都会将多芳烃化合物 (PAH) 带入处理中心。遗憾的是,由于多环芳烃具有化学稳定性和耐生物降解性,因此被认为是持久存在的有机污染物。因此,多环芳烃已被确定为人类皮肤癌、肺癌和膀胱癌的可能来源。吸附、膜过滤、混凝、电凝、絮凝、高级氧化反应、植物修复和生物修复过程是用于去除废水中 PAHs 的一些技术。为了减少环境污染,研究不同的废水处理技术非常重要。本文旨在强调和讨论一些去除 PAHs 的处理技术。
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引用次数: 0
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Wasit Journal of Engineering Sciences
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